Unmanned Aircraft Systems: Roles, Missions, 
July 18, 2022 
and Future Concepts 
John R. Hoehn, 
Unmanned aircraft systems (UAS) have gained increased prominence in U.S. military operations. 
Coordinator 
The Department of Defense (DOD) is currently developing advanced UAS, along with optionally 
Analyst in Military 
crewed aircraft, as part of its modernization strategy. The roles and missions of UAS are relevant 
Capabilities and Programs 
to Congress in authorizing, appropriating, and providing oversight to DOD and the military 
  
services for these systems. 
Kelley M. Sayler 
Analyst in Advanced 
Over the past decades, military forces have used UAS to perform various tasks, including 
Technology and Global 
 
Security 
intelligence, surveillance, and reconnaissance; 
  
  close air support; 
Michael E. DeVine 
  cargo and resupply; and 
Analyst in Intelligence and 
  communications relay. 
National Security   
Analysts and DOD argue that UAS could replace crewed aircraft for a number of missions, 
 
including  
  aerial refueling; 
  air-to-air combat; 
  strategic bombing; 
  battle management and command and control (BMC2); 
  suppression and destruction of enemy air defenses; and 
  electronic warfare (EW). 
In addition, DOD is developing several experimental concepts—such as aircraft system-of-systems, swarming, and lethal 
autonomous weapons—that explore new ways of employing future generations of UAS. 
In evaluating appropriations and authorizations for potentially new and future UAS programs, missions, and concepts, 
Congress may consider the following issues: 
  the proliferation of UAS able to function as lethal autonomous weapons and its implications for global 
arms control; 
  costs of future UAS compared with crewed aircraft; 
  personnel and skills implications of UAS; 
  concepts of operation and employment; and 
  the proliferation of uncrewed aircraft technologies. 
 
Congressional Research Service 
 
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Unmanned Aircraft Systems: Roles, Missions, and Future Concepts 
 
Contents 
Background ..................................................................................................................................... 1 
Current Roles of UAS ............................................................................................................... 1 
Intelligence, Surveillance, and Reconnaissance (ISR) ........................................................ 1 
Close Air Support (CAS) .................................................................................................... 3 
Communications Relay ....................................................................................................... 4 
Potential Roles and Missions for UAS ...................................................................................... 5 
Aerial Refueling .................................................................................................................. 5 
Air-to-Air Combat .............................................................................................................. 6 
Combat Search and Rescue/Casualty Evacuation ............................................................... 6 
Cargo and Resupply ............................................................................................................ 7 
Strategic Bombing .............................................................................................................. 8 
Battle Management Command and Control (BMC2) ......................................................... 9 
Suppression and Destruction of Enemy Air Defenses ........................................................ 9 
Electronic Warfare ............................................................................................................ 10 
Advantages and Disadvantages of Unmanned Aircraft Systems ............................................. 11 
Aircraft Performance ......................................................................................................... 11 
Risk Tolerances ................................................................................................................. 12 
Communications Requirements ........................................................................................ 13 
Experimental Concepts .................................................................................................................. 13 
Aircraft System-of-Systems .................................................................................................... 14 
AI-Enabled Manned-Unmanned Teaming .............................................................................. 14 
Mission Support ................................................................................................................ 14 
Autonomous Dogfighting ................................................................................................. 16 
Swarming ................................................................................................................................ 17 
Lethal Autonomous Weapon Systems ..................................................................................... 18 
Potential Issues for Congress......................................................................................................... 19 
Lethal Autonomous Weapons .................................................................................................. 19 
Cost of Future UAS Compared with Crewed Systems ........................................................... 21 
Personnel Implications ............................................................................................................ 22 
Proliferation of Uncrewed Technologies ................................................................................. 23 
 
Figures 
Figure 1. RQ-4 Global Hawk UAS Landing in Guam .................................................................... 3 
Figure 2. Air Force MQ-1 Predator Armed with a Hellfire Missile ................................................ 4 
Figure 3. EQ-4 ................................................................................................................................. 5 
Figure 4. Volansi VOLY C10 ........................................................................................................... 8 
Figure 5. ADM-160A Miniature Air-Launched Decoy (MALD) ................................................... 11 
Figure 6. Valkyrie UAS Deploys ALTIUS-600 Small UAS .......................................................... 16 
Figure 7. Gremlin UAS Swarm ..................................................................................................... 18 
  
Appendixes 
Appendix. Intelligence Support of UAS Targeting in Counterterrorism Operations .................... 25 
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Contacts 
Author Information ........................................................................................................................ 27 
  
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Unmanned Aircraft Systems: Roles, Missions, and Future Concepts 
 
Background1 
The United States has a number of unmanned aircraft systems (UAS) operating across the 
military services.2 These aircraft have demonstrated their ability to perform many types of 
missions and may perform more complex missions in the future. Congress will likely debate and 
decide whether and how to allocate funds for military UAS in its yearly appropriations and 
authorization activity, as well evaluate them more broadly in its oversight role. 
The U.S. military typically refers to remotely piloted vehicles (RPVs) as unmanned aircraft 
vehicles (UAVs). UAVs are either a single air vehicle (with associated surveillance sensors) or a 
UAV system, which typically consists of an air vehicle paired with a ground control station 
(where the pilot actually sits) and support equipment.3 With the FY2023 President’s budget, the 
Air Force has begun to use the term “uncrewed” to describe remotely piloted or unmanned 
aircraft systems.4 The Air Force made this distinction defining all aircraft flying without an 
aircrew onboard after it started developing optionally crewed aircraft, like the B-21 Raider.5 An 
emerging class of UAS is 
loitering munitions—also called “kamikaze drones”—which serve as a 
single use aircraft flying for extended periods of time (from dozens of minutes to potentially 
hours) that can observe and engage targets. This report uses the terms 
crewed and 
uncrewed to 
distinguish between different types of aircraft, and the term 
UAS for the broader system.  
Current Roles of UAS6 
Since the introduction of more sophisticated UAS in the 1990s,7 UAS have performed several 
types of missions that were previously performed solely by crewed platforms. These missions 
include cargo and resupply; intelligence, surveillance, and reconnaissance; close air support; 
communications relay; and aerial refueling. The following sections describe how and why the 
military selected UAS to perform these roles. 
Intelligence, Surveillance, and Reconnaissance (ISR)8 
UAS initially gained prominence in U.S. military operations by performing intelligence, 
surveillance, and reconnaissance missions. Although the United States has operated intelligence, 
surveillance, and reconnaissance (ISR) UAS since the 1960s, the United States’ use of UAS for 
such missions became more widespread with General Atomics’ development of the MQ-1                                                  
1 This section was written by John R. Hoehn, Analyst in Military Capabilities and Programs. 
2 For more information on UAS programs, see CRS Report R47067, 
Unmanned Aircraft Systems: Current and 
Potential Programs, by John R. Hoehn and Paul K. Kerr.  
3 This arrangement is applicable for the larger UAS. For smaller UAS, there is typically a single aircraft with a single 
ground control system. 
4 Department of Defense, “Air Force Officials Hold a Press Briefing on FY23 Air Force Budget, March 28, 2022,” 
press release, March 28, 2022, https://www.defense.gov/News/Transcripts/Transcript/Article/2981330/air-force-
officials-hold-a-press-briefing-on-fy23-air-force-budget-march-28-2022/. 
5 For more information on the B-21, see CRS Report R44463, 
Air Force B-21 Raider Long-Range Strike Bomber, by 
Jeremiah Gertler. 
6 This section was written by John R. Hoehn, Analyst in Military Capabilities and Programs. 
7 For a detailed discussion of these sophisticated UAS, see CRS Report R47067, 
Unmanned Aircraft Systems: Current 
and Potential Programs, by John R. Hoehn and Paul K. Kerr. 
8 For a more detailed discussion of the role of intelligence, surveillance, and reconnaissance in targeting, see
 Appendix 
“Intelligence Support of UAS Targeting in Counterterrorism Operations.” 
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Predator—then designated as the RQ-1 Predator—in the 1990s. The military’s deployment of 
UAS in conflicts such as Kosovo (1999), Iraq (2003-present), and Afghanistan (2001-present) has 
illustrated the advantages and disadvantages of uncrewed aircraft, as discussed below.9  
The United States military primarily used MQ-1 UAS for reconnaissance and acquisition of 
potential ground targets in these conflicts. To accomplish this mission, the aircraft operated with a 
450-pound surveillance payload, which included two electro-optical (E-O) cameras and one 
infrared (IR) camera for use at night.10 Since the MQ-1, several iterations of UAS, including the 
MQ-9 Reaper, have included more sophisticated ISR sensors. Uncrewed aircraft, like the RQ-4 
Global Hawk UAS 
(Figure 1), also fly at higher altitudes and use sophisticated signals 
intelligence payloads and synthetic aperture radars.11 Demand for ISR UAS has increased as 
DOD has procured larger fleets of aircraft.12 DOD officials and defense analysts state that 
combatant commanders routinely request more ISR aircraft—in particular UAS, due to their 
ability to fly for long durations.13 As the United States has withdrawn from conflicts around the 
world, the military has increasingly relied on UAS to provide ISR and targeting. For a more 
detailed discussion on the limitations of UAS targeting in counterterrorism operations, see 
Appendix. 
                                                 9 Although the United States withdrew ground forces from Afghanistan in 2021, it continues to operate UAS there as 
part of its “over the horizon” capability to monitor events. For a more detailed discussion, see the
 Appendix. 10 U.S. Air Force, “MQ-1B Predator,” press release, September 2015, at https://www.af.mil/About-Us/Fact-Sheets/
Display/Article/104469/mq-1b-predator/; and Thomas P. Ehrhard, 
Air Force UAVs: The Secret History, July 2010, p. 
52, at https://apps.dtic.mil/sti/pdfs/ADA526045.pdf. 
11 U.S. Air Force, “RQ-4 Global Hawk Fact Sheet,” press release, October 2014, at https://www.af.mil/About-Us/Fact-
Sheets/Display/Article/104516/rq-4-global-hawk/.  
12 Todd Harrison, 
Rethinking the Role of Remotely Crewed Systems in the Future Force, Center for Strategic and 
International Security, Washington, DC, March 3, 2021, at https://csis-website-prod.s3.amazonaws.com/s3fs-public/
publication/210303_Harrison_Crewed_Systems.pdf?.jvtWe9BQCElgNfXzzhtirSwpKAwadDH. 
13 Written testimony of Air Combat Command Commander General Herbert J. Carlisle, in U.S. Congress, Senate 
Committee on Armed Services Subcommittee on Airland, hearings, 114th Cong., 2nd sess., March 16, 2016, at 
https://www.armed-services.senate.gov/imo/media/doc/Carlisle_03-16-16.pdf. See also Todd Harrison, 
Rethinking the 
Role of Remotely Crewed Systems in the Future Force, Center for Strategic and International Studies, Washington, DC, 
March 2021, p. 7, at https://csis-website-prod.s3.amazonaws.com/s3fs-public/publication/
210303_Harrison_Crewed_Systems.pdf?.jvtWe9BQCElgNfXzzhtirSwpKAwadDH. 
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Figure 1. RQ-4 Global Hawk UAS Landing in Guam 
 
Source:
Unmanned Aircraft Systems: Roles, Missions, and Future Concepts 
 
Figure 1. RQ-4 Global Hawk UAS Landing in Guam 
 
Source: U.S. Air Force photo/Staff Sgt. Nathan Lipscomb, available at https://www.af.mil/News/Photos/igphoto/
2002864268/mediaid/5476588/. 
Note: An RQ-4 Global Hawk from Andersen Air Force Base, Guam, lands at Misawa Air Base, Japan, May 24, 
2014.  
Close Air Support (CAS) 
DOD has expanded the air-to-ground strike mission of UAS to include close air support (CAS). 
DOD defines CAS as “[a]ir action by aircraft against hostile targets that are in close proximity to 
friendly forces and that require detailed integration of each air mission with the fire and 
movement of those forces.”14 Because of the high risks that CAS poses to friendly forces on the 
ground due to such proximity, CAS was traditionally performed by crewed platforms, such as the 
A-10 Thunderbolt II.15 During operations in Iraq, Afghanistan, and Syria over the past decade, 
however, the mission set of MQ-9 Reapers has evolved to perform CAS.16 
As an example of UAS performing CAS, on February 21, 2001, the Air Force launched an AGM-
114 Hellfire missile from what was then called an RQ-1 Predator UA
S (Figure 2), marking the 
first use of strike UAS. 17 A strike UAS has the capability to launch weapons, such as precision 
guided missiles against a target. The Air Force’s use of the MQ-1 expanded considerably during 
                                                 
14 Department of Defense, 
DOD Dictionary of Military and Associated Terms as of March 2017, p. 38, at 
https://www.tradoc.army.mil/wp-content/uploads/2020/10/AD1029823-DOD-Dictionary-of-Military-and-Associated-
Terms-2017.pdf. 
15 According to the Air Force the A-10C Thunderbolt II is a “simple, effective and survivable twin-engine jet aircraft 
that can be used against light maritime attack aircraft and all ground targets, including tanks and other armored 
vehicles. U.S. Air Force, “A-10C Thunderbolt II,” press release, December 2020, at https://www.af.mil/About-Us/Fact-
Sheets/Display/Article/104490/a-10c-thunderbolt-ii/. 
16 For example, the Air Force states that one of the MQ-9’s missions is close air support. The MQ-9’s other stated 
missions include ISR, combat search and rescue, precision strike, convoy and raid overwatch, route clearance, target 
development, and terminal air guidance. United States Air Force, “MQ-9 Fact Sheet,” press release, March 2021, at 
https://www.af.mil/About-Us/Fact-Sheets/Display/Article/104470/mq-9-reaper/. 
17 In 2002, the Air Force redesignated the Predator “MQ-1,” denoting its multirole mission set (i.e., its ability to 
provide both ISR and strike capabilities). Air Force News Service, “Predator Missile Launch Test Totally Successful,” 
press release, February 26, 2001, at https://web.archive.org/web/20120926012651/http://www.dau.mil/pubscats/
PubsCats/PM/articles01/afns1m-a.pdf. For more information on the capabilities of an AGM-114 Hellfire, see CRS 
Report R45996, 
Precision-Guided Munitions: Background and Issues for Congress, by John R. Hoehn. 
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the wars in Iraq (2003-2010) and Afghanistan (2001-2021). Following the MQ-1’s demonstrated 
operational capabilities, both the Army and the Air Force developed variants of the UAS, 
including the MQ-1C Gray Eagle and the MQ-9 Reaper. These aircraft leveraged the original 
MQ-1 airframe while increasing engine power and armament. Both the MQ-1C Gray Eagle and 
the MQ-9 Reaper can employ AGM-114 Hellfire missiles, along with GPS-guided and laser-
guided bombs. 
Figure 2. Air Force MQ-1 Predator Armed with a Hellfire Missile 
 
Source: An MQ-1 Predator armed with an AGM-114 Hellfire missile flies a training mission. U.S. Air Force, 
available at https://www.af.mil/About-Us/Fact-Sheets/Display/Article/104469/mq-1b-predator/.  
Analysts have debated whether UAS should perform CAS missions. Some argue that ground 
force troops may not trust UAS to perform these types of missions without harm to friendly 
forces.18 According to these analysts, ground troops are more comfortable having a person in the 
cockpit performing CAS with eyes on the ground to ensure there is no firing on a friendly 
location. Other analysts, however, argue that UAS are well suited for the CAS mission.19 They 
state that most general purpose forces have not had sufficient exposure to UAS platforms when 
requiring air support (and instead have had more experience with crewed platforms), and these 
troops, therefore, are more comfortable with crewed CAS missions. These analysts additionally 
note that, unlike general purpose forces, special operations forces have directed a significant 
number of uncrewed close air support missions in Iraq and Syria and therefore may be more 
comfortable calling upon UAS when available. 
Communications Relay 
During Operation Enduring Freedom, ground forces identified challenges with operating their 
line-of-sight communications systems in mountainous terrain, which limited the distance that 
                                                 
18 Jacqueline Schneider and Julia MacDonald, “Why Troops Don't Trust Drones: The ‘Warm Fuzy’ Problem,” 
Foreign 
Affairs, December 20, 2017, at https://www.foreignaffairs.com/articles/united-states/2017-12-20/why-troops-dont-trust-
drones. 
19 Cory T. Andersen, Dave Blair, Mike Byrnes, et al., “Trust, Troops, and Reapers: Getting ‘Drone’ Research Right,” 
War on the Rocks, April 3, 2018, at https://warontherocks.com/2018/04/trust-troops-and-reapers-getting-drone-
research-right/. 
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radio frequencies can travel. In response, in 2008, the Air Force fielded the Battlefield Airborne 
Communications Node (BACN) to provide a relay for both voice communications and tactical 
datalinks.20 The Air Force selected the crewed E-11A—a modified Bombardier Global XRS/6000 
series aircraft—as well as older RQ-4 Global Hawk aircraft (subsequently designated the EQ-4) 
to perform this function due to their long endurance and ability to fly at relatively high altitudes. 
The first EQ-4s were received the BACN communications payload in 2012,21 and were retired in 
FY2021.22  
Figure 3. EQ-4  
 
Source: The EQ-4 Global Hawk UAS on its first flight after being converted to carry the BACN on February 16, 
2018. Northrop Grumman, available at https://news.northropgrumman.com/news/releases/northrop-grumman-
delivers-bacn-equipped-global-hawk-to-air-force. 
Potential Roles and Missions for UAS23 
This section discusses potential UAS roles and missions in future military operations. These 
include aerial refueling, air-to-air combat, combat search and rescue, strategic bombing, battle 
management command and control, suppression and destruction of enemy air defenses, and 
electronic warfare. 
Aerial Refueling 
Using UAS to refuel other aircraft while airborne, especially in locations far away from airbases, 
can potentially reduce the threat to crewed tankers. The Navy is procuring the MQ-25 Stingray 
                                                 
20 Air Combat Command, “Battlefield Airborne Communications Node (BACN),” press release, at 
https://www.acc.af.mil/About-Us/Fact-Sheets/Display/Article/2241383/battlefield-airborne-communications-node-
bacn/. 
21 IHS Janes, “Airborne Communications – Battlefield Airborne Communications Node (BACN),” May 18, 2021, 
https://customer.janes.com/Janes/Display/JC4IA305-JC4IA. 
22 Department of Defense, 
FY2022 U.S. Aircraft Procurement Volume II, RQ-4 Mods, pp. 425-451. 
23 This section was written by John R. Hoehn, Analyst in Military Capabilities and Programs, and Jeremiah Gertler, 
former Specialist in Military Aviation. 
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carrier-based UAS for such operations.24 In addition, the Defense Advanced Research Projects 
Agency (DARPA) has also conducted research to test the suitability of RQ-4 Global Hawk UAS 
aircraft as long endurance refueling platforms, but the military services have yet to develop 
formal requirements for this role.25 
Air-to-Air Combat 
Some relatively early concepts of military UAS sought to carry out fighter operations, engaging 
with and destroying enemy aircraft. For example, the Navy’s Unmanned Carrier-Launched 
Surveillance and Strike (UCLASS) program intended to develop light-strike capabilities (i.e., 
using small aircraft to attack targets) in a fighter-sized UAS.26 More recently, demonstrator 
programs like the Boeing Loyal Wingman seek to add air combat into the mix of fighter aircraft.27 
Some recent concepts see uncrewed aircraft operating adjacent to and in coordination with 
conventional fighters, taking direction from crewed counterparts or autonomously engaging in 
operations to protect the crewed aircraft. This teaming concept is the focus of the U.S. Air Force 
Skyborg program (discussed below) and the Airpower Teaming System, which is undergoing 
trials in Australia.28 Other concepts rely on a more autonomous model, with uncrewed fighters 
clearing airspace ahead of attacking crewed fighters or bombers. As with current fighter jets, 
autonomous combat UAS will seemingly need to be able to discriminate between friendly and 
hostile aircraft, although other sensor and battle management systems could supply target 
designation.29 
Combat Search and Rescue/Casualty Evacuation 
Locating and recovering downed personnel, known as search and rescue, as well as aerial 
casualty evacuation, may involve extended periods of time in high-threat environments. Due to 
their endurance and reduced size (i.e., no crew), UAS may be well suited for carrying out search 
missions without being detected or requiring crew relief. In addition, military leaders may 
potentially accept a greater risk of attrition for UAS in these situations. Such factors could enable 
the military to station UAS closer to front lines than crewed aircraft, potentially reducing the time 
needed to locate and evacuate personnel. Rotary-wing UAS would be especially well suited for 
combat search and rescue/casualty evacuation missions, because DOD currently uses crewed 
rotary-wing aircraft (helicopters) for such missions.30 Although UAS could seemingly reduce the                                                  
24 CRS Report R47067, 
Unmanned Aircraft Systems: Current and Potential Programs, by John R. Hoehn and Paul K. 
Kerr.  
25 DARPA, “Autonomous High-Altitude Refueling,” press release, at https://www.darpa.mil/about-us/timeline/
autonomous-highaltitude-refueling. 
26 CRS Report R44131, 
History of the Navy UCLASS Program Requirements: In Brief, by Jeremiah Gertler.  
27 Boeing Australia, “Boeing Loyal Wingman Uncrewed Aircraft Completes First Flight,” press release, March 2, 2021, 
at https://www.boeing.com.au/news/releases/2021/march/boeing-loyal-wingman-uncrewed-aircraft-completes-first-
flight.page. 
28 Boeing, “Boeing Airpower Teaming System,” press release, at https://www.boeing.com/defense/airpower-teaming-
system/. 
29 For example, future UAS could be paired with BMC2 aircraft or crewed fighters like the F-35, leveraging tactical 
data links like Link 16 or Multifunction Advanced Data Link (MADL) to designate targets. For example, see Paul 
Scharre, “Commanding the Swarm,” 
War on the Rocks, March 25, 2015, at https://warontherocks.com/2015/03/
commanding-the-swarm/. 
30 See, inter alia, Paul Scharre, “Left Behind: Why It’s Time to Draft Robots for CASEVAC,” 
War on the Rocks, 
August 12, 2014, at https://warontherocks.com/2014/08/left-behind-why-its-time-to-draft-robots-for-casevac/; and 
Mandy Langfield, “Unmanned K-MAX performs first casevac,” 
AirMed & Rescue, April 30, 2015, at 
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time needed to transport injured personnel to treatment facilities in casualty evacuation missions 
where troops on the ground are able to place an injured person on board, the lack of a crew would 
prevent the availability of first aid during the flight.31 
Cargo and Resupply 
DOD has also used UAS in cargo and resupply missions. Notably, the Marine Corps used a UAS 
helicopter called the K-MAX for operations in Afghanistan.32 The K-MAX, which was intended 
to replace ground convoys, flew autonomously to remote outposts carrying up to 6,000 pounds of 
cargo or supplies.33 The Navy has experimented with a smaller Volansi VOLY C10 UA
S (Figure 
4) to deliver 20 pounds of cargo over 15 miles.34  
According to a February 2022 press report, a U.S. ally deployed an uncrewed glider system called 
Silent Arrow, which is released from a C-130 Hercules transport aircraft and may deliver up to 
1,650 pounds of cargo.35 Silent Arrow is reportedly capable of gliding approximately 40 nautical 
miles when released at 25,000 feet. A motorized variant, called the GD-2000, is also reported to 
be capable of launching and recovering from improvised runways (i.e., areas that are not 
designated to be runways and do not have the requisite improvements, such as pavement and 
lighting).36 
                                                 
https://www.airmedandrescue.com/latest/news/unmanned-k-max-performs-first-casevac. 
31 See, inter alia, Paul Scharre, “Left Behind: Why It’s Time to Draft Robots for CASEVAC,” 
War on the Rocks, 
August 12, 2014, at https://warontherocks.com/2014/08/left-behind-why-its-time-to-draft-robots-for-casevac/; and 
Mandy Langfield, “Unmanned K-MAX performs first casevac,” 
AirMed & Rescue, April 30, 2015, at 
https://www.airmedandrescue.com/latest/news/unmanned-k-max-performs-first-casevac. 
32 U.S. Congress, Senate Committee on Armed Services, Subcommittee on Seapower, 
Marine Corps Ground 
Modernization and Naval Aviation Programs, 116th Cong., 1st sess., April 10, 2019, p. 49, at https://www.armed-
services.senate.gov/imo/media/doc/19-38_04-10-19.pdf.  
33 Matthew Cox, “Marine Corps Wants to Upgrade its K-MAX Pilotless Cargo Helicopters,” 
Military.Com, April 10, 
2019, at https://www.military.com/daily-news/2019/04/10/marine-corps-wants-upgrade-its-k-max-pilotless-cargo-
helicopters.html.  
34 Brett Tingley, “Drone Makes First Autonomous Aerial Delivery Between Two Military Vessels,” 
The Warzone, 
August 4, 2021, at https://www.thedrive.com/the-war-zone/41838/drone-makes-first-autonomous-aerial-delivery-
between-two-military-vessels. 
35 Brett Tingley, “Autonomous Resupply Gliders Made Successful Deliveries On Their First Overseas Deployment,” 
The War Zone, February 2, 2022, at https://www.thedrive.com/the-war-zone/44111/autonomous-resupply-gliders-
made-successful-deliveries-on-their-first-overseas-deployment, and Silent Arrow, “Silent Arrow® Autonomously 
Delivers 1,026 Pounds of Cargo,” press release, January 31, 2022, at https://silent-arrow.com/news-%26-media/f/silent-
arrow%C2%AE-autonomously-delivers-1026-pounds-of-cargo. 
36 Brett Tingley, “Autonomous Resupply Gliders Made Successful Deliveries On Their First Overseas Deployment,” 
The War Zone, February 2, 2022, at https://www.thedrive.com/the-war-zone/44111/autonomous-resupply-gliders-
made-successful-deliveries-on-their-first-overseas-deployment. 
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Figure 4. Volansi VOLY C10 
 
Source:
Unmanned Aircraft Systems: Roles, Missions, and Future Concepts 
 
Figure 4. Volansi VOLY C10 
 
Source: A Volansi VOLY 10 series vertical takeoff and landing UAS carrying a cargo payload, available at 
https://www.thedrive.com/the-war-zone/41838/drone-makes-first-autonomous-aerial-delivery-between-two-
military-vessels. 
Strategic Bombing 
The Air Force intends for the next generation of U.S. bombers—such as the B-21 Raider Long-
Range Strike Bomber—to be optionally crewed, allowing remote operation for conventional 
strike missions into heavily defended areas.37 The optionally crewed B-21 aircraft, with an 
intercontinental range and large payload, provides a capability distinct from existing strike UAS, 
which can strike only small, single-point targets. Optionally crewed aircraft—including the B-21 
Raider—38 lack some advantages of uncrewed aircraft, because the optionally crewed aircraft 
must include the weight and space necessary for people and their life support.  
                                                 
37See CRS Report R44463, 
Air Force B-21 Raider Long-Range Strike Bomber, by Jeremiah Gertler, for additional 
information on the B-21 aircraft. See also, Tyler Rogoway and Joseph Trevithick, “Document Confirms B-21 To Be 
Delivered Optionally Manned And Nuclear Capable,” 
The War Zone, November 8, 2017, at https://www.thedrive.com/
the-war-zone/15902/document-confirms-b-21-to-be-delivered-optionally-manned-and-nuclear-capable. U.S. doctrine 
requires aircraft on nuclear missions to be manned. For more information on U.S. strategic forces, see CRS Report 
RL33640, 
U.S. Strategic Nuclear Forces: Background, Developments, and Issues, by Amy F. Woolf. 
38 Northrop Grumman, “Northrop Grumman’s Optionally-Manned Firebird Demonstrates Operational Flexibility,” 
press release, April 6, 2021, at https://news.northropgrumman.com/news/releases/northrop-grummans-optionally-
manned-firebird-demonstrates-operational-flexibility and https://www.aurora.aero/centaur-optionally-piloted-aircraft/.  
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Battle Management Command and Control (BMC2) 
Current BMC2 platforms, such as the E-3 Sentry AWACS and E-8 JSTARS,39 carry an array of 
sensors and a crew to translate those sensor inputs and direct friendly aircraft and forces.40 
Current concepts for replacing the E-3 focus on crewed platforms.41 Including the same sensor 
suite on an uncrewed platform, with the operational crew on the ground or in another aircraft but 
receiving the same sensor inputs, could reduce the potential threat to the crew.42  
Some UAS also operate at significantly higher altitudes than current crewed systems, increasing 
the area their sensors can cover and improving survivability.43 The longer endurance of some 
UAS likely improves mission efficiency by requiring fewer aircraft to maintain the same 
coverage. 
Suppression and Destruction of Enemy Air Defenses 
Suppression and destruction of enemy air defenses is the first and most dangerous part of an air 
campaign, because attacking aircraft generally face enemy air defense networks at their full 
capability. In addition to expendability, UAS offer a number of advantages for such missions. 
Large numbers of small UAS engaging enemy air defenses could overwhelm these defenses and 
compel an adversary to use many of its weapons against small, comparatively low-value targets. 
Such swarming tactics—discussed in greater detail below—could also direct many attacking 
aircraft to the target and confuse responders.44 Because most modern air defense systems are 
designed for combatting crewed aircraft, UAS could create a novel problem for enemy forces, 
particularly when operated in unconventional ways. These methods include rapid changes in 
speed or direction, or high g-loadings (i.e., the amount of forces the aircraft encounters) that 
                                                 
39 According to the Air Force, the E-3 Sentry “AWACS provides situational awareness of friendly, neutral and hostile 
activity, command and control of an area of responsibility, battle management of theater forces, all-altitude and all-
weather surveillance of the battle space, and early warning of enemy actions during joint, allied, and coalition 
operations.” The Air Force states the E-8 JSTARS primary mission “is to provide theater ground and air commanders 
with ground surveillance to support attack operations and targeting that contributes to the delay, disruption and 
destruction of enemy forces.” U.S. Air Force , “E-3 Sentry (AWACS),” press release, September 2015, at 
https://www.af.mil/About-Us/Fact-Sheets/Display/Article/104504/e-3-sentry-awacs/, and U.S. Air Force, “E-8C Joint 
Stars,” press release, September 2015, at https://www.af.mil/About-Us/Fact-Sheets/Display/Article/104507/e-8c-joint-
stars/. 
40 See CRS Report R44108, 
U.S. Command and Control and Intelligence, Surveillance, and Reconnaissance Aircraft.  
41 See CRS In Focus IF12045, 
Replacing the E-3 Airborne Warning and Control System (AWACS), by John R. Hoehn 
and Jeremiah Gertler.  
42 Lawrence A. Stutzriem, 
Reimagining the MQ-9 Reaper, Mitchell Institute, V. 30, Arlington, VA, November 2021, at 
http://mitchellaerospacepower.org/wp-content/uploads/2021/11/Reimagining_the_MQ-9_Reaper_Policy_Paper_30-
1.pdf. 
43 Operating at higher altitudes increases survivability because the aircraft continues to fly at a relatively fast rate, 
requiring an air defense missile to intercept at a longer range than would be required for a medium-altitude intercept. 
This is a similar trait to using satellites like the Global Positioning System to enable radio navigation. H. M. J. 
Cantalloube, “High altitude terrain correlation navigation resetting by nadir looking synthetic aperture radar,” Progress 
In Electromagnetics Research Symposium, 2017, pp. 3252-3257, at https://ieeexplore.ieee.org/document/8262318. 
Cemil Tepeck and Isa Navruz, “The effects of frequency and altitude on radar performance with surface ducting,” 22nd 
Signal Processing and Communications Applications Conference (SIU), 2014, pp. 2202-2205, at 
https://ieeexplore.ieee.org/document/6830701. At certain altitudes, aircraft are out-of-range of ground-based air defense 
systems. 
44 Paul Scharre, 
Robotics on the Battlefield Part II: The Coming Swarm, Center for New American Security, 
Washington, DC, October 2014, at https://s3.us-east-1.amazonaws.com/files.cnas.org/documents/
CNAS_TheComingSwarm_Scharre.pdf?mtime=20160906082059&focal=none. 
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would not be possible with a human aboard.45 In addition, electronic measures can make UAS to 
appear as larger, more threatening aircraft to radar and other sensors, further complicating a 
defender’s responses.46 
Electronic Warfare47 
Uncrewed aircraft could also serve as electronic warfare platforms,48 designed to be outfitted with 
radio frequency jamming equipment capable of interfering with adversary electronics. 
Expendable UAS could be more favorable to use in electronic warfare because jamming 
equipment requires sufficient power to interfere with electronic equipment. As a result, when an 
aircraft is jamming an adversary’s radio frequency, its electromagnetic signature increases. An 
adversary, consequently, can detect electronic warfare aircraft more easily than regular aircraft 
that do not emit high-power radio frequencies. Uncrewed aircraft could therefore mitigate the risk 
posed to crewed aircraft should potential adversaries destroy the aircraft in response to the effects 
of jamming. 
Although the United States has not publicly discussed using uncrewed aircraft for electronic 
warfare, DOD has developed cruise missiles for this mission, which are essentially designed as 
single-use aircraft. The Air Force, for example, developed the Miniature Air Launched Decoy 
(MALD) and the Miniature Air Launched Decoy-Jammer (MALD-J), air-launched cruise missiles 
designed to mimic larger aircraft radar signatures and modified to jam adversary integrated air 
defenses.49 Some analysts have speculated that UAS could similarly serve in electronic warfare 
capacities.50 
                                                 
45 Ibid. 
46 Raytheon Missiles & Defense, “MALD Decoy,” press release, at https://www.raytheonmissilesanddefense.com/
what-we-do/naval-warfare/advanced-strike-weapons/mald-decoy. 
47 For additional information about electronic warfare, see CRS In Focus IF11118, 
Defense Primer: Electronic 
Warfare, by John R. Hoehn.  
48 For more information on airborne electronic warfare, see CRS Report R44572, 
U.S. Airborne Electronic Attack 
Programs: Background and Issues for Congress, by John R. Hoehn.  
49 U.S Air Force, 
FY2017 Aircraft Procurement Line Item 76 War Consumables, at https://apps.dtic.mil/procurement/
Y2017/AirForce/U_P40_76_BSA-4_BA-7_APP-3010F_PB_2017.pdf. 
50 Mark Gunzinger, 
Sustaining America’s Strategic Advantage in Long-Range Strike, Center for Strategic and 
Budgetary Assessments, Washington, DC, September 14, 2010, p. 69, at https://csbaonline.org/uploads/documents/
2010.09.14-Sustaining-Americas-Strategic-Advantage-in-Long-Range-Strike.pdf. 
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Figure 5. ADM-160A Miniature Air-Launched Decoy (MALD)  
 
Source:
Unmanned Aircraft Systems: Roles, Missions, and Future Concepts 
 
Figure 5. ADM-160A Miniature Air-Launched Decoy (MALD)  
 
Source: Raytheon Technologies, available at https://www.raytheonmissilesanddefense.com/capabilities/products/
mald-decoy. 
Advantages and Disadvantages of Unmanned Aircraft Systems 
UAS offer both advantages and disadvantages when compared with crewed aircraft, including 
differences in aircraft performance, risk tolerances associated with UAS operations, and 
communications requirements, as discussed below. 
Aircraft Performance 
A primary difference between crewed and uncrewed aircraft is the performance characteristics of 
each. Improved engineering techniques enable aircraft designs limited mostly by 
accommodations and safety for human pilots, rather than by material or structural elements.51 For 
example, uncrewed aircraft do not require cockpits, life support, or other systems necessary for 
crewed aircraft.52 The absence of these elements reduces the weight of uncrewed aircraft and may 
enable different, more aerodynamically unstable aircraft designs.53 As a result, uncrewed aircraft 
can fly for longer periods of time (limited by the oil lubricants in the engine) and potentially fly at 
higher speeds and handle more g-forces—a measure of acceleration (a factor in determining 
aircraft maneuverability)—than humans could tolerate.54 
                                                 
51 Department of Defense, 
Unmanned Systems Roadmap 2007-2032, Washington, DC, December 10, 2007, pp. 19-20, 
at https://rosap.ntl.bts.gov/view/dot/18247. 
52 Life support systems include oxygen systems, cabin pressurization, and ejection seats. 
53 Unstable aircraft design means the aircraft would leave controlled flight without direct control inputs. Aircraft like 
the B-2 Sprit would be unable to fly without flight control computers providing constant inputs to maintain controlled 
flight. Paul Scharre, 
Robotics on the Battlefield: Part I: Range, Persistence, and Daring, Center for New American 
Security, Washington, DC, May 21, 2014, p. 10, at https://www.cnas.org/publications/reports/robotics-on-the-
battlefield-part-i-range-persistence-and-daring. 
54 Department of Defense, 
Unmanned Systems Roadmap 2007-2032, Washington, DC, December 10, 2007, pp. 19-20, 
https://rosap.ntl.bts.gov/view/dot/18247. See also Paul Scharre, 
Robotics on the Battlefield: Part I: Range, Persistence, 
and Daring, Center for New American Security, Washington, DC, May 21, 2014, https://www.cnas.org/publications/
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Risk Tolerances 
UAS platforms incur different types of risk than traditional crewed platforms. Among other 
factors, UAS appear to have a higher propensity to be involved in a Class A mishap (DOD defines 
a Class A mishap as causing $2.5 million or more worth of damage, the total destruction of an 
aircraft, or an accident resulting in a fatality).55 Because UAS are involved in Class A mishaps 
more often, military planners would likely need to include more UAS in the force structure than 
comparable numbers of crewed aircraft. The risks of potential adversaries gaining access to 
advanced U.S. military technologies could also increase, due to more potential mishaps in enemy-
held areas. In some instances, crewed aircraft have bombed UAS crash sites to prevent 
adversaries from examining U.S. technologies.56  
These risks of technological exploitation, however, may be offset by the reduced risk to personnel 
and the attendant decreased demand for retaliatory strikes. Some analysts argue that UAS reduce 
the risk of potential escalation.57 These analysts state “emerging norms regarding the 
consequences of shooting down a drone, though clearly still in the early stages, suggest that states 
distinguish between the shooting down of manned and unmanned systems.”58 Iran shot down a 
Navy MQ-4C UAS in the Persian Gulf in 2019. According to a Navy press briefing, the aircraft 
was flying in the area to monitor the Strait of Hormuz for Iranian threats to commercial shipping. 
DOD officials characterized the attack as “an attempt to disrupt our ability to monitor the area 
following recent threats to international shipping and free flow of commerce.”59 The Trump 
Administration at the time reportedly contemplated retaliatory strikes on Iran for destroying a 
U.S. aircraft, but seemingly determined to not respond.60 Similarly, the Air Force reportedly flew 
an RQ-170 UAS in Pakistan in 2011 during the special operations raid on Osama bin Laden.61 
During this operation, the RQ-170 operated in “contested airspace” in which the Pakistani 
military operated sophisticated air defenses.62 The decision to use an uncrewed platform might 
have been made, in part, to reduce the risk of military casualties. 
                                                 
reports/robotics-on-the-battlefield-part-i-range-persistence-and-daring. 
55 CRS Report R47067, 
Unmanned Aircraft Systems: Current and Potential Programs, by John R. Hoehn and Paul K. 
Kerr, and Department of Defense, Mishap Notification, Investigation, Reporting, and Record Keeping, DoDI 6055.07, 
Washington, DC, June 6, 2011, at https://www.esd.whs.mil/Portals/54/Documents/DD/issuances/dodi/605507p.pdf..  
56 For example, see U.S. Air Forces Central Command, “MQ-9 crashes in northern Syria,” press release, July 5, 2016, 
https://www.af.mil/News/Article-Display/Article/823888/mq-9-crashes-in-northern-syria/platform/hootsuite/. 
57 Michael Horowitz, “Separating Fact from Fiction in the Debate over Drone Proliferation,” 
International Security, 
vol. 41, no. 2 (Fall 2016), pp. 7-42, https://direct.mit.edu/isec/article/41/2/7/12140/Separating-Fact-from-Fiction-in-the-
Debate-over. 
58 Ibid. 
59 U.S. Air Forces Central Command, “MQ-9 crashes in northern Syria,” press release, July 5, 2016, at 
https://www.af.mil/News/Article-Display/Article/823888/mq-9-crashes-in-northern-syria/platform/hootsuite/. 
60 Michael D. Shear et al., “Strikes on Iran Approved by Trump, Then Abruptly Pulled Back,” 
New York Times, June 
20, 2019, at https://www.nytimes.com/2019/06/20/world/middleeast/iran-us-drone.html.  
61 “RQ-170 Stealth Drone Used in Bin Laden Raid,” 
Military.Com, May 18, 2011, at https://www.military.com/
defensetech/2011/05/18/rq-170-sentinel-stealth-drone-used-in-bin-laden-raid..https://www.military.com/defensetech/
2011/05/18/rq-170-sentinel-stealth-drone-used-in-bin-laden-raid.  
62 Pakistani air defenses at the time included the Soviet-developed SA-2 and the French-developed Crotale missile. 
International Institute for Strategic Studies, 
Military Balance 2012, London, UK, March 2012, p. 274. 
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Communications Requirements63 
Another design difference between crewed and uncrewed aircraft is the need for secure 
communications (i.e., encrypted radios) to control uncrewed aircraft.64 UAS require a human 
operator to control its flight and its weapons capabilities.65 Depending on the UAS mission, two 
types of communications may be required. For operations flying within approximately 50 miles 
from a home base, line-of-sight communications may be used, typically when UAS take off or 
land, since there is no time delay. Aircraft flying beyond 50 miles from a home base require 
beyond-line-of-sight (BLOS) communications—which in turn require links to satellite 
communications. Although crewed aircraft similarly rely on communications to coordinate 
operations, such aircraft do not need constant communications systems to maintain controlled 
flight.66 
One potential risk to UAS is the disruption or jamming of control communications by 
adversaries.67 To mitigate risks to the aircraft due to enemy jamming, some UAS can be 
programmed to return to their home base using global position system (GPS) navigation if their 
control signal is jammed. Another potential risk associated with UAS operations is an adversary 
hacking the aircraft to perform a different mission. In this scenario, an adversary would conduct a 
cyberattack (using radio frequencies) on the aircraft to enable the adversary to gain control of it.68 
Most military UAS, finally, rely on GPS signals for navigation. If an adversary were to jam GPS 
signals, the UAS may be unable to navigate to its intended destination. 
Experimental Concepts69 
In addition to existing DOD concepts of operation for UAS, a number of experimental concepts 
relating to the future use of UAS are in development. These include system-of-systems, artificial 
intelligence (AI)-enabled manned-unmanned teaming, swarming, and lethal autonomous weapon 
systems. Although discussed separately below, these concepts will likely overlap as they—and the 
technologies associated with them—mature.70  
                                                 
63 For a more detailed discussion of communications, see CRS Report R46564, 
Overview of Department of Defense 
Use of the Electromagnetic Spectrum, coordinated by John R. Hoehn.  
64 While encrypted radio signals were not an initial requirement for UAS operations, U.S. forces found Iraqi insurgents 
were gaining access to unencrypted MQ-1 Predator video feeds. As a result, U.S. forces began encrypting these signals 
to prevent adversaries from gaining access to U.S. intelligence. Mike Mount and Elaine Quijano, “Iraqi insurgents 
hacked Predator drone feeds, U.S. official indicates,” 
CNN, December 17, 2009, at http://www.cnn.com/2009/US/12/
17/drone.video.hacked/index.html.  
65 U.S. Air Force, 
Flight Operations, Air Force Manual (AFMAN) 11-202 Volume 3, Washington, DC, January 10, 
2022, p. 270, at https://static.e-publishing.af.mil/production/1/af_a3/publication/afman11-202v3/afman11-202v3.pdf. 
66 Uncrewed aircraft can be programmed to fly a specific route, potentially reducing the need for satellite 
communications to maintain control; however, these systems still require GPS for navigation purposes. Crewed aircraft 
can operate with paper maps and therefore theoretically operate without any communications systems. 
67 For a more detailed discussion of electronic warfare, see CRS In Focus IF11118, 
Defense Primer: Electronic 
Warfare, by John R. Hoehn.  
68 For a broader discussion of the convergence between cyber and electronic warfare, see CRS In Focus IF11292, 
Convergence of Cyberspace Operations and Electronic Warfare, by Catherine A. Theohary and John R. Hoehn.  
69 This section was written by Kelley M. Sayler, Analyst in Advanced Technology and Global Security. 
70 For example, any UAS—including lethal autonomous weapons and the platforms discussed in the 
“AI-Enabled 
Manned-Unmanned Teaming” section of this report (e.g., Skyborg, Valkyrie)—could potentially be integrated into a 
system-of-systems or swarm.  
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Aircraft System-of-Systems 
System-of-systems (SOS) refers to “a collection of systems, each capable of independent 
operation, that interoperate together to achieve additional desired capabilities.”71 These systems 
may be deployed on separate aircraft, including crewed, optionally crewed, and uncrewed 
aircraft. For example, although little open-source information exists about the Next Generation 
Air Dominance (NGAD) program, DOD reportedly intends for NGAD to enable air superiority 
through a “portfolio of technologies” that forms an SOS.72 Secretary of the Air Force Frank 
Kendall has stated that NGAD “will include a crewed platform teamed with a much less 
expensive, autonomous, uncrewed combat aircraft employing a distributed, tailorable mix of 
sensors, weapons, and other mission equipment.”73 This approach would allow commanders to 
compose aircraft packages for each mission to mitigate risk and maximize the likelihood of 
mission success. The SOS approach is additionally intended to allow spiral software 
development, in which NGAD software and hardware can be continuously upgraded or 
replaced.74  
AI-Enabled Manned-Unmanned Teaming  
Manned-unmanned teaming (MUMT) pairs crewed aircraft with uncrewed aircraft to leverage the 
strengths of each. The U.S. military has previously fielded MUMT applications involving 
remotely piloted UAS;75 however, it is now exploring more advanced, AI-enabled MUMT 
applications in which one or more UAS operate in conjunction with—but autonomously from—
crewed aircraft. These applications include mission support and autonomous 
dogfighting, or air-
to-air combat maneuvering.  
Mission Support 
UAS may be employed in a mission support role for crewed aircraft, a concept that is often 
referred to as “loyal wingman.” The Air Force program Skyborg is intended to support this 
concept and expected to develop UAS capable of autonomously collecting data and performing 
other missions—such as target identification and electronic warfare—to increase the situational 
awareness and lethality of crewed aircraft.76 According to a 2020 Air Force contracting notice,                                                  
71 See MITRE, “Systems Engineering Guide: System of Systems,” at https://www.mitre.org/publications/systems-
engineering-guide/enterprise-engineering/systems-of-systems. 
72 Department of Defense, 
Fiscal Year (FY) 2022 Budget Estimates, Air Force Justification Book of Research, 
Development, Test and Evaluation, Volume II, p. 335, at https://www.saffm.hq.af.mil/Portals/84/documents/FY22/
RDTE_/FY22%20DAF%20J-Book%20-%203600%20-%20AF%20RDT%20and%20E%20Vol%20II.pdf?ver=
KpJJbVq68o32dSvkjuv_Iw%3d%3d. 
73 John A. Tirpak, “Details Emerge on New Unmanned Long-Range Bomber and Fighter Projects,” 
Air Force 
Magazine, March 3, 2022, at https://www.airforcemag.com/details-emerge-on-new-unmanned-long-range-bomber-and-
fighter-projects/. 
74 John A. Tirpak, “New Force Design: NGAD Needed Soon, F-22 Sunset Begins in 2030,” 
Air Force Magazine, May 
13, 2021, at https://www.airforcemag.com/new-force-design-ngad-needed-soon-f-22-sunset-begins-in-2030/. 
75 For example, the Army has fielded AH-64 Apache helicopters with software packages that allow the pilot to control 
the flight path and sensors of certain Army UAS. See Belinda Bazinet, “Upgraded Apache helicopters begin fielding to 
Soldiers in Korea,” U.S. Army, January 10, 2020, at https://www.army.mil/article/253180/
upgraded_apache_helicopters_begin_fielding_to_soldiers_in_korea. 
76 “Skyborg,” Air Force Research Laboratory, at https://afresearchlab.com/technology/vanguards/successstories/
skyborg. One variant, the Off-Board Sensing Station (OBSS), is to “extend a [crewed] fighter’s sensing range and also 
potentially carry additional weapons for that aircraft.” John A. Tirpak, “Kratos, General Atomics Get Contracts for 
‘Off-Board Sensing Station’ Unmanned Fighter Escort,” 
Air Force Magazine, October 26, 2021, at 
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Skyborg UAS are to be low-cost, reusable platforms with “minimal logistical footprints” to 
enable rapid deployment in combat.77 Skyborg is also to feature an “open architecture” design 
that allows the modular integration of various sensor, communication, and other technologies.78  
Skyborg could be paired with other uncrewed platforms such as Valkyrie, a stealthy, low-cost 
UAS that could similarly provide mission support for crewed aircraft. For example, Valkyrie has 
been tested as a communications gateway for F-22 and F-35 fighter aircraft.79 The Air Force has 
also experimented with using Valkyrie as a launch platform for smaller UAS that could 
potentially perform “electronic warfare, signals intelligence, counter-UAS, and intelligence, 
surveillance and reconnaissance, and [could] be outfitted to produce kinetic effects”80 
(Figure 6). 
Valkyrie is reportedly capable of carrying up to four GBU-39B Small Diameter Bombs, a 250-
pound-class guided air-to-surface weapon.81  
                                                 
https://www.airforcemag.com/kratos-general-atomics-contracts-unmanned-fighter-escort/. 
77 Joseph Trevithick, “The Fight For the Air Force’s ‘Skyborg’ Artificial Intelligence Equipped Drones Has Begun,” 
The Drive, May 19, 2020, at https://www.thedrive.com/the-war-zone/33567/the-fight-for-the-air-forces-skyborg-
artificial-intelligence-equipped-drones-has-begun.  
78 Department of Defense, 
Fiscal Year (FY) 2022 Budget Estimates, Air Force Justification Book of Research, 
Development, Test and Evaluation, Volume I, p. 214, at https://www.saffm.hq.af.mil/Portals/84/documents/FY22/
RDTE_/FY22_PB_RDTE_Vol-I.pdf?ver=DGijGVofWq4jnTnOLuU5Bg%3d%3d.  
79  The F-22 and F-35 are equipped with two different low-probability-of-intercept/low-probability-of-detection 
(LPI/LPD) systems for exchanging data in stealth mode, and thus cannot communicate directly over LPI/LPD systems. 
Joseph Trevithick, Thomas Newdick, and Tyler Rogoway, “Stealthy XQ-58 Drone Busts The Networking Logjam 
Between F-22 And F-35,” 
The Drive, December 15, 2020, at https://www.thedrive.com/the-war-zone/38168/stealthy-
xq-58-drone-busts-the-networking-logjam-between-f-22-and-f-35.  
80 Valerie Insinna, “Valkyrie drone launches even smaller drone from inside payload bay,” 
Defense News, April 5, 
2021, at https://www.defensenews.com/air/2021/04/05/the-valkyrie-drone-launches-an-even-smaller-drone-from-
inside-its-payload-bay/. 
81 Brett Tingley and Tyler Rogoway, “Kratos Says Secret ‘Off-Board Sensing Station’ Unmanned Aircraft Will Be 
Transformative, 
The Drive, August 5, 2021, at https://www.thedrive.com/the-war-zone/41849/kratos-says-secret-off-
board-sensing-station-unmanned-aircraft-will-be-transformative. For additional information about the capabilities of 
the GBU-39B Small Diameter Bomb, see U.S. Air Force, “GBU-39B Small Diameter Bomb Weapon System,” at 
https://www.af.mil/About-Us/Fact-Sheets/Display/Article/104573/gbu-39b-small-diameter-bomb-weapon-system/. 
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Figure 6. Valkyrie UAS Deploys ALTIUS-600 Small UAS 
 
Source:
Unmanned Aircraft Systems: Roles, Missions, and Future Concepts 
 
Figure 6. Valkyrie UAS Deploys ALTIUS-600 Small UAS 
 
Source: U.S. Air Force, available at https://www.af.mil/News/Photos/igphoto/2002617611/. 
Autonomous Dogfighting 
DARPA is currently exploring the concept of autonomous dogfighting—in which artificial 
intelligence could be used to conduct air-to-air combat maneuvers—in its Air Combat Evolution 
(ACE) program. ACE seeks to “build human trust in AI,” such that a single human pilot may 
direct multiple UAS.82 According to DARPA, this outcome could enable a division of labor “in 
which higher-level cognitive functions (e.g., developing an overall engagement strategy, selecting 
and prioritizing targets, determining best weapon or effect, etc.) may be performed by a human, 
while lower-level functions (i.e., details of aircraft maneuver and engagement tactics) [are] left to 
the autonomous system.”83  
DARPA hosted the AlphaDogfight Trials, which tested AI algorithms that could enable 
autonomous dogfighting, in August 2020.84 During the trials, participating teams submitted 
algorithms designed to simulate an F-16 fighter jet in air-to-air combat. The top algorithm was 
then tested against an Air Force fighter pilot flying an F-16 simulator, with the algorithm winning 
all five simulated dogfights due to its ability to make “aggressive and precise maneuvers the 
human pilot couldn’t outmatch” or would not undertake due to risk.85 DARPA reportedly plans to 
test autonomous dogfighting algorithms in commercial UAS in FY2022 through FY2023 before 
transitioning to combat aircraft in FY2023 and FY2024.86  
                                                 
82 “AlphaDogfight Trials Foreshadow Future of Human-Machine Symbiosis,” DARPA, August 26, 2020, at 
https://www.darpa.mil/news-events/2020-08-26.  
83 “Air Combat Evolution (ACE),” DARPA, at https://www.darpa.mil/program/air-combat-evolution. 
84 “AlphaDogfight Trials Foreshadow Future of Human-Machine Symbiosis,” DARPA, August 26, 2020, at 
https://www.darpa.mil/news-events/2020-08-26. 
85 Ibid. 
86 Thomas Newdick, “AI That Bested Air Force Pilot In “Digital Dogfights” Headed For L-39 Jet Trainer,” 
The Drive, 
July 26, 2021, at https://www.thedrive.com/the-war-zone/41683/ai-that-bested-air-force-pilot-in-digital-dogfights-
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Swarming 
Swarming refers to cooperative behavior—generally enabled by artificial intelligence and 
networked communications—in which a group of UAS autonomously coordinates to accomplish 
a mission.87 Notional swarming concepts range from large formations of low-cost UAS that could 
overwhelm adversary defensive systems (see the 
“Suppression and Destruction of Enemy Air 
Defenses” section above) to smaller, more tailored formations that could execute electronic attack 
or ISR missions. Some analysts argue that swarms could have several advantages over 
individually deployed UAS, such as the ability to easily disperse combat power. This ability could 
in turn complicate an adversary’s ability to target and neutralize the swarm, thus creating an 
unfavorable cost-exchange ratio for the defender.88 Similarly, swarms of low-cost UAS could 
provide a less expensive alternative to traditional weapons systems.89 Swarms could also reduce 
personnel requirements and costs by enabling a single servicemember to operate numerous UAS 
at the same time. Finally, swarms could retain combat power “as individual platforms are attrited, 
as opposed to a sharp loss in combat power if a single, more exquisite platform is lost.”90  
The U.S. military has a number of swarm programs under development. For example, Low-Cost 
UAV (Unmanned Aerial Vehicle) Swarming Technology (LOCUST), an Office of Naval Research 
(ONR) program, seeks to mature swarm technology for Raytheon’s portable, tube-launched 
Coyote UAS. According to Navy budget documents, ONR has successfully launched 33 Coyote 
UAS in 40 seconds and flown them in a “coordinated swarm.”91 Reports indicate that the Coyote 
is capable of carrying a variety of different payloads, including electronic warfare systems or 
explosive warheads, and could be deployed on a range of ground-, air-, and sea-based platforms.92 
DARPA’s OFFensive Swarm-Enabled Tactics (OFFSET) program, which conducted its final field 
experiment in December 2021, similarly sought to mature technologies to enable swarms of up to 
                                                 
headed-for-l-39-jet-trainer.  
87 Paul Scharre, 
Robotics on the Battlefield Part II: The Coming Swarm, Center for a New American Security, October 
2014, at https://s3.amazonaws.com/files.cnas.org/documents/CNAS_TheComingSwarm_Scharre.pdf. 
88 An unfavorable cost-exchange ratio would occur if, in an attempt to neutralize the swarm, the defender uses a 
countermeasure (e.g., missile interceptor[s]) with an aggregate cost that is higher than the aggregate cost of the swarm. 
For additional information about the relationship between swarms and cost-exchange ratios, see Paul Scharre, 
Robotics 
on the Battlefield Part II: The Coming Swarm, Center for a New American Security, October 2014, pp. 20-21, at 
https://s3.amazonaws.com/files.cnas.org/documents/CNAS_TheComingSwarm_Scharre.pdf. An unfavorable cost-
exchange ratio can also occur in countering a single UAS. For example, a U.S. ally reportedly used a $3 million Patriot 
surface-to-air missile to shoot down a $200 UAS. See Chris Baraniuk, “Small drone ‘shot with Patriot missile,’” 
BBC, 
March 15, 2017, at https://www.bbc.com/news/technology-39277940. 
89 For example, one Patriot surface-to-air missile costs approximately $3 million, while one Coyote UAS costs 
approximately $15,000 (without a warhead). A swarm of 100 Coyote UAS would therefore cost approximately half as 
much as a Patriot missile, all else being equal. See Joseph Trevithick, “Army Buys Small Suicide Drones To Break Up 
Hostile Swarms And Potentially More,” 
The Drive, July 17, 2018, at https://www.thedrive.com/the-war-zone/22223/
army-buys-small-suicide-drones-to-break-up-hostile-swarms-and-potentially-more#:~:text=
Coyote's%20relatively%20low%20cost%20could,trim%20that%20cost%20back%20further. 
90 Paul Scharre, 
Robotics on the Battlefield Part II: The Coming Swarm, Center for a New American Security, October 
2014, p.14, at https://s3.amazonaws.com/files.cnas.org/documents/CNAS_TheComingSwarm_Scharre.pdf.  
91 Department of Defense, 
Fiscal Year (FY) 2022 Budget Estimates, Navy Justification Book of Research, 
Development, Test and Evaluation, Volume II, Budget Activity 4, p. 170, at https://www.secnav.navy.mil/fmc/fmb/
Documents/22pres/RDTEN_BA4_Book.pdf. 
92 David Hambling, “U.S. Navy Destroys Target With Drone Swarm—And Sends A Message To China,” 
Forbes, April 
30, 2021, at https://www.forbes.com/sites/davidhambling/2021/04/30/us-navy-destroys-target-with-drone-swarm—
and-sends-a-message-to-china/?sh=4c62b0d92df1.  
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Unmanned Aircraft Systems: Roles, Missions, and Future Concepts 
 
250 UAS and/or uncrewed ground systems.93 This capability is intended to support military 
personnel operating in complex urban environments.94 DARPA is also exploring a concept for a 
UAS swarm called Gremlin
s (Figure 7) that could be launched from—and recovered in-flight 
by—a C-130 transport aircraft or other airborne platform.95 Military personnel could then 
refurbish and relaunch the Gremlins within 24 hours.96 According to DARPA, “the gremlins’ 
expected lifetime of about 20 uses could provide significant cost advantages over expendable 
systems by reducing payload and airframe costs and by having lower mission and maintenance 
costs than conventional platforms, which are designed to operate for decades.”97 
Figure 7. Gremlin UAS Swarm 
 
Source: DARPA, available at https://www.darpa.mil/program/gremlins.  
Lethal Autonomous Weapon Systems 
Although no internationally agreed-upon definition of Lethal Autonomous Weapon Systems 
(LAWS) exists, DOD Directive 3000.09 defines LAWS as a class of weapon systems capable of 
both independently identifying a target and employing an onboard weapon to engage and destroy 
it without manual human control. This concept of autonomy is also known as “human out of the 
loop” or “full autonomy.”98 The directive contrasts LAWS with human-supervised, or “human on                                                  
93 “OFFensive Swarm-Enabled Tactics (OFFSET),” DARPA, at https://www.darpa.mil/work-with-us/offensive-swarm-
enabled-tactics. 
94 Ibid. 
95 DARPA reportedly envisions that the Gremlin launch platform (e.g., C-130 transport aircraft) would “stay out of 
range of enemy air defenses,” while the Gremlin swarm would “fly into danger and conduct missions such as 
intelligence, surveillance, reconnaissance or electronic warfare” before returning to the launch platform. See Stephen 
Losey, “DARPA nabs Gremlin drone in midair for first time,” Defense News, November 5, 2021, at 
https://www.defensenews.com/unmanned/2021/11/05/darpa-nabs-gremlin-drone-in-midair-for-first-time/.  
96 Stephen Losey, “DARPA nabs Gremlin drone in midair for first time,” 
Defense News, November 5, 2021, at 
https://www.defensenews.com/unmanned/2021/11/05/darpa-nabs-gremlin-drone-in-midair-for-first-time/. 
97 “Gremlins,” DARPA, at https://www.darpa.mil/program/gremlins.  
98 For a discussion of various concepts of autonomy, see Paul Scharre and Michael C. Horowitz, 
An Introduction to 
Autonomy in Weapon Systems, Center for a New American Security, February 13, 2015, at https://s3.us-east-
1.amazonaws.com/files.cnas.org/documents/Ethical-Autonomy-Working-Paper_021015_v02.pdf?mtime=
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the loop,” autonomous weapon systems, in which operators have the ability to monitor and halt a 
weapon’s target engagement.99  
LAWS would likely require computer algorithms and sensor suites to classify an object as hostile, 
make an engagement decision, and guide a weapon to the target. Although these systems are not 
yet in widespread development,100 they could enable military combat operations in 
communications-degraded or -denied environments in which traditional systems are unable to 
operate. 
Potential Issues for Congress101 
As Congress considers the future roles of UAS, it may examine a range of issues, including lethal 
autonomous weapons and arms control, cost comparisons of future UAS with crewed aircraft, 
personnel and skills implications, concepts of operation and employment, and the proliferation of 
uncrewed technologies. The following sections provide a framework for Congress to analyze 
programs in its role for authorizing and appropriating funding, and to enable Congressional 
oversight of UAS programs.  
Lethal Autonomous Weapons102 
Approximately 30 countries and 165 nongovernmental organizations have called for a preemptive 
ban on lethal autonomous weapons to address ethical concerns, such as a perceived lack of 
accountability for the use of such weapons and a perceived inability to comply with the law of 
armed conflict’s proportionality and distinction requirements.103 In addition, some analysts have 
raised concerns about the potential operational risks posed by lethal autonomous weapons.104 
These risks could arise from “hacking, enemy behavioral manipulation, unexpected interactions 
with the environment, or simple malfunctions or software errors.”105 All automated systems may                                                  
20160906082257&focal=none.  
99 Another category is semi-autonomous, or “human in the loop,” weapon systems that “only engage individual targets 
or specific target groups that have been selected by a human operator.” Department of Defense Directive 3000.09, 
“Autonomy in Weapon Systems,” updated May 8, 2017, at https://www.esd.whs.mil/portals/54/documents/dd/
issuances/dodd/300009p.pdf. See also Paul Scharre and Michael C. Horowitz, 
An Introduction to Autonomy in Weapon 
Systems, Center for a New American Security, February 13, 2015, at https://s3.us-east-1.amazonaws.com/files.cnas.org/
documents/Ethical-Autonomy-Working-Paper_021015_v02.pdf?mtime=20160906082257&focal=none. 
100 Some analysts have argued that certain loitering munitions such as the Israeli Harpy meet the United States’ 
definition of LAWS. See, for example, 
Defense Innovation Board, AI Principles: Recommendations on the Ethical Use 
of Artificial Intelligence by the Department of Defense - Supporting Document, October 2019, p. 12, at 
https://media.defense.gov/2019/Oct/31/2002204459/-1/-1/0/
DIB_AI_PRINCIPLES_SUPPORTING_DOCUMENT.PDF. In addition, although a United Nations report concluded 
that Turkey’s deployment of the STM 
Kargu-2 constitutes the first use of a lethal autonomous weapon system in 
combat, the U.N. described the 
Kargu-2 as being “
programmed to attack targets” [emphasis added]. For this reason, it 
is unlikely that the 
Kargu-2 meets the U.S. definition of LAWS. United Nations Security Council, “Letter dated 8 
March 2021 from the Panel of Experts on Libya established pursuant to resolution 1973 (2011) addressed to the 
President of the Security Council,” March 8, 2021, p. 17, at https://undocs.org/S/2021/229.  
101 This section was written by John R. Hoehn, Analyst in Military Capabilities and Programs, unless otherwise noted. 
102 This subsection was written by Kelley M. Sayler, Analyst in Advanced Technology and Global Security. 
103 See CRS In Focus IF11294, 
International Discussions Concerning Lethal Autonomous Weapon Systems, by Kelley 
M. Sayler.  
104 See, for example, Paul Scharre, “Autonomous Weapons and Operational Risk,” Center for a New American 
Security, February 2016, at https://www.cnas.org/publications/reports/autonomous-weapons-and-operational-risk.  
105 Ibid. 
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be vulnerable to such risks; however, such risks could be greater in LAWS because the human 
operating the system would likely be unable to terminate engagements—potentially resulting in 
wider-scale or more numerous instances of fratricide, civilian casualties, or other unintended 
consequences.106 Some analysts have raised additional concerns that LAWS could be combined 
with swarm technology to produce weapons of mass destruction.107 For example, analyst Zachary 
Kallenborn has argued that such systems could be used to inflict casualties on infantry units or 
massed civilians, or as genocidal weapons targeting particular ethnic groups.108 In the latter use 
case, operators could potentially pair LAWS with biometric databases to enable the systems to 
target particular individuals or particular groups of people.109 LAWS could be used similarly to 
improve dispersal mechanisms for chemical, biological, radiological, or nuclear agents.110 
Those analysts supporting a preemptive ban on LAWS have—in addition to the law of armed 
conflict—appealed to the Martens Clause, which appears in the 1899 Hague Convention 
preamble and states that weapons use should conform to the “principles of humanity and the 
dictates of the public conscience.”111 They argue that LAWS contravene that requirement; 
however, other analysts have noted that using the Martens Clause to ban a weapons system would 
be unprecedented, and furthermore, that the legal status of the Martens Clause is questionable and 
instead constitutes “merely a recognition of ‘customary international law.’”112 
Other analysts and a number of national governments113—including the U.S. government114—
oppose a preemptive ban on LAWS.115 These parties have noted the potential humanitarian 
benefits of such weapons, which may be able to “strike military objectives more accurately and 
with less risk of collateral damage or civilian casualties” than traditional systems.116 Opponents of 
a ban further contend that human operators will remain accountable for systems’ deployment and 
                                                 
106 Ibid. 
107 Zachary Kallenborn, 
Are Drone Swarms Weapons of Mass Destruction?, United States Air Force Center for 
Strategic Deterrence Studies, May 6, 2020, at https://media.defense.gov/2020/Jun/29/2002331131/-1/-1/0/
60DRONESWARMS-MONOGRAPH.PDF. 
108 Ibid., p. 20. 
109 For additional information on biometric technologies and how they might be integrated into LAWS, see CRS In 
Focus IF11783, 
Biometric Technologies and Global Security, by Kelley M. Sayler.  
110 Zachary Kallenborn and Phillip C. Bleek, “Swarming destruction: drone swarms and chemical, biological, 
radiological, and nuclear weapons,” 
The Nonproliferation Review, vol. 25, January 2, 2019, at 
https://www.tandfonline.com/doi/full/10.1080/10736700.2018.1546902.  
111 Bonnie Docherty, 
Heed the Call: A Moral and Legal Imperative to Ban Killer Robots, Human Rights Watch, 
August 21, 2018, at https://www.hrw.org/report/2018/08/21/heed-call/moral-and-legal-imperative-ban-killer-robots#.  
112 Paul Scharre, 
Army of None: Autonomous Weapons and the Future of War (New York: W.W. Norton & Company, 
2018).  
113 For a discussion of specific country positions on LAWS, see CRS In Focus IF11294, 
International Discussions 
Concerning Lethal Autonomous Weapon Systems, by Kelley M. Sayler.  
114 In this instance, the position of the U.S. delegation to the United Nations Convention on Certain Conventional 
Weapons (UN CCW)—the primary forum for international discussions of LAWS—is characterized as “the U.S. 
government” position. The U.S. delegation to the UN CCW includes representatives of the Departments of State and 
Defense and is authorized to engage in UN CCW discussions on behalf of the U.S. government. 
115 If this position were to change, and the executive branch were to instead pursue an international treaty on LAWS, 
then the Senate would be called upon to provide advice and consent. 
116 See, for example, U.S. Government, “Humanitarian Benefits of Emerging Technologies in the Area of Lethal 
Autonomous Weapons,” March 28, 2018, at https://ogc.osd.mil/Portals/99/Law%20of%20War/
Practice%20Documents/US%20Working%20Paper%20-
%20Humanitarian%20benefits%20of%20emerging%20technologies%20in%20the%20area%20of%20LAWS%20-
%20CCW_GGE.1_2018_WP.4_E.pdf?ver=O0lg6BIxsFt57nrOuz3xHA%3D%3D. 
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for ensuring that the systems’ use complies with international humanitarian law.117 Finally, some 
argue that a preemptive ban on LAWS could inhibit research into technologies that may provide 
civilian benefits (e.g., eldercare robots).118  
As it conducts oversight, Congress may seek additional information about LAWS, to include 
holding congressional hearings or requiring DOD to report certain information related to 
LAWS—such as U.S. decisions to develop or field LAWS, DOD efforts to mitigate the 
operational risks posed by LAWS, or threats posed by adversaries’ development of LAWS—to 
the relevant congressional committees.119 Congress may also seek to conduct oversight of the use 
of certain enabling technologies for LAWS, such as artificial intelligence or biometric 
technologies. For example, Congress could require DOD to brief the relevant congressional 
committees on the department’s efforts to ensure that data training sets have been ethically 
collected and sufficiently tested for bias.120  
Cost of Future UAS Compared with Crewed Systems 
The net cost of UAS, relative to crewed aircraft, depends on several factors, and Congress may 
consider the potential cost of uncrewed aircraft compared with crewed counterparts. Although the 
development costs of some uncrewed aircraft may be high because they require leveraging 
relatively immature technologies (as was the case with the RQ-4 Global Hawk),121 the operations 
and sustainment costs of uncrewed aircraft may likely be lower than crewed aircraft.122 As a 
result, comparing similar numbers of aircraft and their capabilities, uncrewed aircraft may cost 
less over their lifecycle than a comparable crewed platform. As a result, while uncrewed aircraft 
may have a larger operations and maintenance cost overall when compared to crewed aircraft, the 
flying hour cost per aircraft may be lower (i.e., uncrewed aircraft may be flying more as a result 
of lower costs to operate per hour). For example, when comparing costs for close air support 
aircraft, DOD states the reimbursement rate (the cost per hour to “rent” an aircraft from DOD) for 
an MQ-9 is $652 per hour for DOD users, while an A-10C costs $8,130 per hour.123 
                                                 
117 See, for example, U.S. Government, “Human-Machine Interaction in the Development, Deployment and Use of 
Emerging Technologies in the Area of Lethal Autonomous Weapons Systems,” August 28, 2018, https://docs-
library.unoda.org/Convention_on_Certain_Conventional_Weapons_-
_Group_of_Governmental_Experts_(2018)/2018_GGE%2BLAWS_August_Working%2BPaper_US.pdf.  
118 See, for example, Government of Japan, “Possible outcome of 2019 Group of Governmental Experts and future 
actions of international community on Lethal Autonomous Weapons Systems,” March 22, 2019, at https://docs-
library.unoda.org/Convention_on_Certain_Conventional_Weapons_-
_Group_of_Governmental_Experts_(2019)/CCW_%2BGGE%2B.1_%2B2019_%2BWP3%2BJAPAN.pdf. 
119 See, for example, Section 247 of the FY2019 NDAA (P.L. 115-232). 
120 See, for example, Section 5708 of the FY2020 NDAA (P.L. 116-92). For additional information about AI and 
algorithmic bias, see CRS Report R45178, 
Artificial Intelligence and National Security, by Kelley M. Sayler. 
121 For example, see Department of Defense, 
Selected Acquisition Report (SAR), RQ-4 Global Hawk, DD-
A&T(Q&A)823-252, Washington, DC, December 31, 2010, p. 4, at https://nation.time.com/wp-content/uploads/sites/8/
2012/03/dod-gh-2010-sar.pdf. 
122 Congressional Budget Office, 
Usage Patterns and Costs of Unmanned Aerial Systems, 57090, Washington, DC, 
June 1, 2021, at https://www.cbo.gov/system/files/2021-06/57090-UAS.pdf. 
123 This analysis assumes that aircraft performing close air support would be supporting a DOD user. The Office of the 
Secretary of Defense Comptroller does denote different hourly reimbursement rates for other federal users, Foreign 
Military Sales Users, and others in its annual reimbursement rate calculations. See Letter from Office of the Secretary 
of Defense Comptroller for Program/Budget, “Memorandum for Fiscal Year (FY) 2022 Department of Defense (DOD) 
Fixed Wing and Helicopter Reimbursement Rates,” October 1, 2021, at https://comptroller.defense.gov/Portals/45/
documents/rates/fy2022/2022_b_c.pdf. 
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In addition, smaller uncrewed aircraft used for intelligence, surveillance, and reconnaissance 
missions could be equipped with less expensive, less capable sensors than those installed in 
crewed aircraft, while increasing the number of sensors providing information. At an individual 
level, this arrangement might result in uncrewed aircraft that are less capable than crewed 
aircraft; however, the cost benefit may enable the sensors to be aggregated, providing a more 
detailed and responsive picture of the battle space. The Air Force, in particular, argues that lower 
cost uncrewed aircraft could potentially help mitigate crewed and uncrewed aircraft inventory 
shortfalls,124 which is a continual congressional concern.125 
In evaluating emerging UAS programs, through its authorization and oversight functions, 
Congress has several potential options to explore this issue. First, Congress may consider passing 
legislation seeking additional information on the impact of UAS on DOD’s aircraft force 
structure. For example, the FY2015 National Defense Authorization Act (NDAA) required the 
Comptroller General to conduct a study to evaluate Air Force close air support alternatives.126 
Congress has also historically required DOD to provide a 30-year aircraft plan, which has not 
been delivered to Congress publicly since 2018.127 
Personnel Implications 
UAS may require an equal or greater number of military personnel than their crewed 
counterparts. For example, although MQ-9 UAS are uncrewed, the Air Force currently requires 
49 personnel in a mission command element and 59 personnel forward deployed to launch, 
recover, and maintain four aircraft (a total requirement of 108 personnel for four MQ-9 UAS, or 
27 personnel per aircraft).128 The Air Force requires 61 personnel (or 56% of the total requirement 
for four aircraft) to perform maintenance for these aircraft. It is unclear what the personnel 
requirements are for more sophisticated UAS like the RQ-170.129 
The total number of personnel required to operate UAS may increase in the future, along with a 
different ratio of skills required to operate those systems. For example, although most current 
uncrewed aircraft are nonstealthy turboprop aircraft, future uncrewed aircraft with stealth features 
and/or turbojet propulsion would likely have different maintenance requirements to maintain the 
engine along with ensuring stealth coatings are in sufficient condition. Although future UAS may 
need fewer pilots, weapons systems officers, and navigators, DOD may require additional 
intelligence and command-and-control personnel to process increased data and manage uncrewed 
assets (particularly with the implementation of manned-unmanned teaming). 
Congress, through its authorization and oversight functions, has several options regarding this 
potential issue. First, Congress may consider potentially passing legislation seeking a report 
                                                 
124 Abraham Mahshie, “Kendall: Air Force Has an ‘Affordability Problem’ As It Tries to Meet Capability Gap,” 
Air 
Force Magazine, June 1, 2022, at https://www.airforcemag.com/kendall-air-force-has-an-affordability-problem-as-it-
tries-to-meet-capability-gap/. 
125 For example see P.L. 116-92§143.  
126 P.L. 113-291 §132. 
127 10 USC §231a. For more information see CRS In Focus IF10999, 
Defense’s 30-Year Aircraft Plan Reveals New 
Details, by Jeremiah Gertler.  
128 Todd Harrison, 
Rethinking the Role of Remotely Crewed Systems in the Future Force, Center For Strategic and 
International Studies, Washington, DC, March 3, 2021, at https://www.csis.org/analysis/rethinking-role-remotely-
crewed-systems-future-force#:~:text=A%20typical%20MQ%2D1%20or,as%20shown%20in%20Table%201. 
129 For more information on the RQ-170 see CRS Report R47067, 
Unmanned Aircraft Systems: Current and Potential 
Programs, by John R. Hoehn and Paul K. Kerr.  
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comparing personnel requirements between crewed aircraft and UAS from DOD. For example, 
section 165 of the FY2021 NDAA required DOD to create a roadmap explaining “the anticipated 
mix of manned and unmanned aircraft, number of platforms, and associated aircrew and 
maintainers for support of United States Special Operations Forces.”130 Second, the Armed 
Services committees may consider authoring report language accompanying the NDAA to seek 
additional information on this issue. For example, the Senate Armed Services Committee report 
accompanying the FY2020 NDAA requested the Army to provide a briefing to the defense 
committees to outline its requirements for UAS pilots and maintainers.131 Third, the Armed 
Services Committees may consider a committee hearing to consider testimony from experts in the 
field. For example, the House Armed Services Committee held a hearing on March 29, 2017, to 
receive testimony from DOD experts on the military’s pilot shortage problem.132 
Proliferation of Uncrewed Technologies 
More than 95 countries reportedly operated some sort of uncrewed military aircraft in 2021, 
compared with 60 countries in 2010.133 Historically, the United States has produced the most 
sophisticated UAS (e.g., the MQ-1 Predator, the RQ-4 Global Hawk, and the RQ-170 Sentinel), 
including UAS with advanced sensors and/or stealth features.134 However, in recent years, Iran, 
Israel, China, and Turkey have demonstrated increasing levels of sophistication in their 
approaches to uncrewed technologies, with Iranian, Turkish, and Chinese UAS featuring 
prominently in recent military operations. For example, Iran demonstrated its ability to launch 
sophisticated attacks with uncrewed aircraft in September 2019, when Houthi rebels in Yemen—
using Iranian supplied aircraft and missiles—attacked two Saudi oil refineries.135 Iran has also 
reportedly exported uncrewed aircraft to Hamas and rebel forces in Syria.136 The Turkish-
developed Baykar Bayraktar TB2 was used in military operations during the conflict between 
Armenia and Azerbaijan in 2020, and has been used in Ukraine in 2022.137 Similarly, Libyan 
forces are reported to have used both Turkish and Chinese systems.138 According to one press 
                                                 
130 P.L. 116-283 §165. 
131 U.S. Congress, Senate Committee on Armed Services, 
National Defense Authorization Act for Fiscal Year 2020, 
116th Cong., 1st sess., June 11, 2019, S. Rept, 116-48 (Washington: GPO, 2019), p. 56. 
132 U.S. Congress, House Committee on Armed Services, Subcommittee on Military Personnel, 
Military Pilot Shortage, 
115th Cong., 1st sess., March 29, 2017, 25-095 PDF (Washington: GPO, 2017), at https://www.govinfo.gov/content/
pkg/CHRG-115hhrg25095/html/CHRG-115hhrg25095.htm. 
133 Ibid. 
134 Ibid. 
135 Ben Hubbard, Palko Karasz, and Stanley Reed, “Two Major Saudi Oil Installations Hit by Drone Strike, and U.S. 
Blames Iran,” 
New York Times, September 14, 2019, at https://www.nytimes.com/2019/09/14/world/middleeast/saudi-
arabia-refineries-drone-attack.html. 
136 Seth J. Franztman, 
Iran’s drones are clones. Now they’re being used in multiple conflicts., The Atlantic Council, 
Washington, DC, November 18, 2021,at https://www.atlanticcouncil.org/blogs/iransource/irans-drones-are-clones-
now-theyre-being-used-in-multiple-conflicts/. 
137 Jack Destsch, “The U.S. Army Goes to School on Nagorno-Karabakh Conflict,” 
Foreign Policy, March 30, 2021, at 
https://foreignpolicy.com/2021/03/30/army-pentagon-nagorno-karabakh-drones/. Derek Gatopoulos and Suzan Fraser, 
“Cheap but lethal Turkish drones bolster Ukraine’s defenses,” 
Associated Press, March 17, 2022, at 
https://apnews.com/article/russia-ukraine-middle-east-africa-libya-europe-ecb9e820ea4bddb4464d7e8cb40e82fc. 
138 In particular, the 
Washington Post reported that Chinese-developed uncrewed aircraft offered a cheaper alternative 
with similar capabilities to the U.S.-developed MQ-9 Reaper. Sudarsan Raghavan, “In Libya, cheap, powerful drones 
kill civilians and increasingly fuel the war,” 
Washington Post, December 22, 2019, at 
https://www.washingtonpost.com/world/middle_east/libyas-conflict-increasingly-fought-by-cheap-powerful-drones/
2019/12/21/a344b02c-14ea-11ea-bf81-ebe89f477d1e_story.html. 
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report, Chinese-developed uncrewed aircraft were cheaper than the U.S.-developed MQ-9 Reaper 
and had similar capabilities.139 The continued proliferation of these systems could influence the 
future of U.S. export policy and the ability of the United States to control access to advanced 
UAS technologies. Export controls of military UAS are governed by multilateral export controls, 
namely the Missile Technology Control Regime (MTCR), along with national export controls 
managed by the State Department.140 Both the Biden Administration and the previous Obama and 
Trump Administrations have proposed changes to these export controls to make U.S. 
manufacturers more competitive in the international UAS market.141 Congress, as part of its 
constitutional authority to provide advice and consent on treaties, as well as in its oversight 
function, may consider potential changes to MCTR and other treaties. 
                                                 
139 Sudarsan Raghavan, “In Libya, cheap, powerful drones kill civilians and increasingly fuel the war,” 
Washington 
Post, December 22, 2019, at https://www.washingtonpost.com/world/middle_east/libyas-conflict-increasingly-fought-
by-cheap-powerful-drones/2019/12/21/a344b02c-14ea-11ea-bf81-ebe89f477d1e_story.html. 
140 CRS Report R47067, 
Unmanned Aircraft Systems: Current and Potential Programs, by John R. Hoehn and Paul K. 
Kerr.  
141 For more information see CRS In Focus IF11069, 
U.S.-Proposed Missile Technology Control Regime Changes, by 
Paul K. Kerr.  
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Appendix. Intelligence Support of UAS Targeting in 
Counterterrorism Operations142 
Intelligence support for UAS counterterrorism operations has inherent limitations. U.S. 
government research and development programs are meant to address some of these limitations. 
For example, the United States Army and the Intelligence Advanced Projects Research Agency 
(IARPA) have been pursuing technologies to improve aircraft endurance and enhance image 
quality, with the goals of longer dwell time over target areas and clearer, more stable UAS video 
and imagery.143 In the meantime, the limitations of UAS platforms have significant political and 
ethical implications, particularly regarding efforts to minimize the distance to target areas and to 
reduce the risk of human error in interpreting imagery. From an ethical perspective, a limited 
intelligence capability in a target area increases the risk of errors in interpreting imagery for 
targeting. In areas like Afghanistan, the already challenging task of intelligence support to time-
sensitive targeting becomes more difficult in tactical situations where intelligence sources and 
infrastructure, as well as local intelligence partnerships, are limited.  
Basing access is an important political consideration because UAS basing may have to be 
negotiated with countries in close proximity to a target area, or may require long transit times that 
limit the extent to which a UAS can observe an area. Presently, the United States has in 
Afghanistan neither an extensive organic intelligence capability, nor the strong international 
partnerships that it had in the past. According to the Commander of Central Command, General 
Kenneth McKenzie, “As we go forward in our ability to create what we call the ecosystem that 
allows you to see what is going on the ground and put all that together, it is going to get a lot 
harder to do that, particularly in places like Afghanistan.”144 
The August 2021 U.S. military withdrawal from Afghanistan raises questions about how 
effectively the intelligence community can support counterterrorist operations from “over the 
horizon,” meaning over a landlocked country where intelligence coverage is limited.145 U.S. 
officials have reportedly acknowledged that the withdrawal from Afghanistan has resulted in the 
loss there of 90% of UAS intelligence collection capabilities.146 Moreover, regardless of 
proximity to a target area or anticipated advances in UAS technology, intelligence support of 
counterterrorism operations will continue to depend on a human interface: analysts responsible 
for interpreting video and still images and integrating other possible sources, such as tactical 
human and signals intelligence.  
                                                 
142 This section was written by Michael E. Devine, Analyst in Intelligence and National Security. 
143 See U.S. Army SBIR/STTR, Unmanned Aircraft System (UAS) Full Motion Video (FMV) Enhancement, at 
https://www.armysbir.army.mil/topics/unmanned-aircraft-system-uas-full-motion-video-fmv-enhancement/. See also 
Robert K. Ackerman, “IARPA Strives for Innovative Portable Power Sources,” 
Signal Magazine, AFCEA, October 7, 
2021, at https://www.afcea.org/content/iarpa-strives-innovative-portable-power-sources. 
144 Testimony of General Kenneth McKenzie, 
Hearing to Receive Testimony on the Conclusion of Military Operations 
in Afghanistan and Plans for Future Counterterrorism Operations, United States Senate Armed Services Committee, 
September 28, 2021, at https://www.armed-services.senate.gov/imo/media/doc/21-73_09-28-2021.pdf. 
145 See, for example, Michael Hirsh, “U.S. Military Concedes It’s Unready to Fight Terrorism from ‘Over the 
Horizon’” 
Foreign Policy, September 30, 2021, at https://foreignpolicy.com/2021/09/30/over-the-horizon-
counterterrorism-afghanistan-united-states-flying-blind/. 
146 Warren P. Strobel, Gordon Lubold, and Michael R. Gordon, “U.S. Pledge to Fight Terrorists in Afghanistan will be 
Harder without Boots on the Ground,” 
Wall Street Journal, August 31, 2021, at https://www.wsj.com/articles/u-s-s-
pledge-to-fight-terrorists-in-afghanistan-will-be-harder-without-boots-on-the-ground-11630402200. 
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An August 29, 2021, MQ-9 Reaper UAS strike in Kabul that killed at least 10 Afghans—
including 7 children—which was incorrectly interpreted by analysts as targeting an imminent 
terrorist threat, underscores the difficulty of targeting in such an environment.147 General 
McKenzie acknowledged challenges in acquiring actionable intelligence in this situation: “We did 
not have the luxury of developing pattern of life.”148 An investigation by the Inspector General of 
the Air Force, Lieutenant General Sami Said, concluded that “confirmation bias and 
communication breakdowns” were factors in analysts incorrectly interpreting UAS surveillance 
video.149 
When limited to airborne sensors, “developing a pattern of life” entails increasing the UAS dwell 
time over a potential target—more easily achieved in a permissive environment, or by having 
greater proximity to the target area than the United States currently has in Afghanistan. According 
to media reporting, to date the United States has been unsuccessful in negotiating the use of bases 
in neighboring countries for UAS operations over Afghanistan, although Pakistan is continuing to 
permit overflights of its territory.150 A significant concern for Pakistan in particular is the political 
cost of allowing base access, which is strongly opposed by the general public.151 Obstacles to 
establishing and maintaining a layered intelligence architecture in the region to support reliable 
UAS counterterrorist operations comes at a time when, according to Chairman of the Joint Chiefs 
of Staff, General Mark A. Milley, a reconstituted Al Qaeda “with aspirations to attack the United 
                                                 
147 Matthieu Aikins, Christoph Koettl, Evan Hill, and Eric Schmitt, “Times Investigation: U.S. Drone Strike Suggests 
No ISIS Bomb,” 
New York Times, September 10, 2021 (updated October 16, 2021), at https://www.nytimes.com/2021/
09/10/world/asia/us-air-strike-drone-kabul-afghanistan-isis.html. Defense officials later admitted that the suspected 
terrorist was, in fact, Zemari Ahmadi, an aid worker who had no affiliation with the Islamic State and who, at the time 
of the strike, was transporting colleagues to and from work, and loading canisters of water onto his truck to bring to his 
family. DOD officials admitted to making a “tragic mistake,” and Secretary of Defense Lloyd Austin ordered an 
investigation to determine “the degree to which strike authorities, procedures, and processes need to be altered in the 
future.” The United States’ inability to benefit from strong international partnerships on the ground is compounded by 
indications, reported in the media, of small numbers of personnel formerly with Afghanistan’s intelligence service, the 
National Directorate of Security (NDS), supporting the Islamic State-Khorasan Province. See Yaroslav Trofimov, “Left 
Behind after U.S. Withdrawal, Some Former Afghan Spies and Soldiers Turn to Islamic State,” 
Wall Street Journal, 
October 31, 2021, at https://www.wsj.com/articles/left-behind-after-u-s-withdrawal-some-former-afghan-spies-and-
soldiers-turn-to-islamic-state-11635691605. This article also reported that the United States was providing some 
intelligence on Islamic State-Khorasan to the Taliban government. 
148 Ibid. 
149 U.S. Department of Defense Transcript: “Pentagon Press Secretary John F. Kirby and Air Force Lt. Gen. Sami D. 
Said Hold a Press Briefing,” November 3, 2021, at https://www.defense.gov/News/Transcripts/Transcript/Article/
2832634/pentagon-press-secretary-john-f-kirby-and-air-force-lt-gen-sami-d-said-hold-a-p/. In the press briefing, Lt. 
Gen. Said described confirmation bias as a condition in which someone (such as an analyst) consciously or 
subconsciously interprets a situation or an image in a certain way, and views all subsequent information related to it 
through the same lens. It has also been defined as a phenomenon that is the “result of an over-reliance on one source of 
intelligence at the expense of integrating multiple channels of information.” See Sarah Kreps and Paul Lushenko, “US 
Faces Immense Obstacles to Continued Drone War in Afghanistan,” TechStream, Washington DC: Brookings, October 
19, 2021, at https://www.brookings.edu/techstream/us-faces-immense-obstacles-to-continued-drone-war-in-
afghanistan/. See also Alex Horton, Dan Lamothe, and Karoun Demirjian, “Botched Drone Strike that Killed 10 
Civilians in Kabul was not a Result of Criminal Negligence, Pentagon Says,” 
The Washington Post, November 3, 2021, 
at https://www.washingtonpost.com/national-security/2021/11/03/kabul-drone-strike-inspector-general-report/. 
150 Mark Mazzetti and Julian E. Barnes, “C.I.A. Scrambles for New Approach in Afghanistan,” 
New York Times, June 
6, 2021, updated August 27, 2021, at https://www.nytimes.com/2021/06/06/us/politics/cia-afghanistan-pakistan.html. 
See also Michael Hirsh, “U.S. Military Concedes.” 
151 Ibid. Pakistan’s foreign minister, Shah Mehmood Qurshi, reportedly declared in July 2021, “I want to tell Pakistanis 
that no U.S. base will be allowed by Prime Minister Imran Khan so long as he is in power.” The United States had used 
Shamsi airbase in Pakistan for UAS operations targeting Al Qaeda until being told to leave in 2011 following the U.S. 
raid on Osama bin Ladin’s Pakistan compound and an incident in which a NATO strike mistakenly killed dozens of 
Pakistani soldiers along the border with Afghanistan. 
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States is a very real possibility” in the next 12 to 36 months.152 For the time being, the closest 
base for prospective UAS operations over Afghanistan is Al Udeid Airbase, Qatar, which requires 
significant aircraft fuel consumption in transit over the Persian Gulf and Pakistan, and 
consequently limits the amount of time that can be spent observing the target area.153 
 
Author Information 
 John R. Hoehn, Coordinator 
  Michael E. DeVine 
Analyst in Military Capabilities and Programs 
Analyst in Intelligence and National Security 
    
    
Kelley M. Sayler 
   
Analyst in Advanced Technology and Global 
Security     
 
Acknowledgments 
The authors are indebted to Jeremiah “JJ” Gertler, former CRS Specialist in Military Aviation, for his 
contributions to this report. 
 
Disclaimer 
This document was prepared by the Congressional Research Service (CRS). CRS serves as nonpartisan 
shared staff to congressional committees and Members of Congress. It operates solely at the behest of and 
under the direction of Congress. Information in a CRS Report should not be relied upon for purposes other 
than public understanding of information that has been provided by CRS to Members of Congress in 
connection with CRS’s institutional role. CRS Reports, as a work of the United States Government, are not 
subject to copyright protection in the United States. Any CRS Report may be reproduced and distributed in 
its entirety without permission from CRS. However, as a CRS Report may include copyrighted images or 
material from a third party, you may need to obtain the permission of the copyright holder if you wish to 
copy or otherwise use copyrighted material. 
 
                                                 
152 Statement of General Mark A. Milley, 
Hearing to Receive Testimony on the Conclusion of Military Operations in 
Afghanistan and Plans for Future Counterterrorism Operations, United States Senate Armed Services Committee, 
September 28, 2021, at https://www.armed-services.senate.gov/imo/media/doc/21-73_09-28-2021.pdf. 
153 Sarah Kreps and Paul Lushenko, “US Faces Immense Obstacles to Continued Drone War in Afghanistan,” 
TechStream, Washington, DC: Brookings, October 19, 2021, at https://www.brookings.edu/techstream/us-faces-
immense-obstacles-to-continued-drone-war-in-afghanistan/. 
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