The US airforce will rule the air with swarms of drones
Mother drones that can control and coordinate swarms of drones could have applications in the military and civilian sectors, for warfare, as well as for deliveries and aid relief
Key takeaways
- Defeating so-called anti-access/area-denial (A2/AD) threats, such as zones defended by advanced Russian and Chinese built integrated air defense systems is a top priority for the US as the world enters a new arms race.
- Typically, while drones are called UASs it’s a bit of a misnomer, because each drone orbit can require up to 200 people to operate.
- DARPA has already demonstrated the basic capabilities of the system under the CODE Phase 1 program.
Cite or link to this article
Griffin, M. (2016) 'The US airforce will rule the air with swarms of drones', 311 Institute, 22 August. Available at: https://www.311institute.com/the-us-airforce-will-rule-the-air-with-swarms/ (Accessed: 1 October 2026).
The Pentagon’s Defense Advanced Research Projects Agency (DARPA) has awarded Lockheed Martin and Raytheon a contract to develop ways to control swarming drones inside heavily defended airspace called CODE or Collaborative Operations in Denied Environment (CODE). Defeating so-called anti-access/area-denial (A2/AD) threats, such as zones defended by advanced Russian and Chinese built integrated air defense systems is a top priority for the US as the world enters a new arms race.
The key technology that underpins CODE is what DARPA calls “collaborative autonomy.”
Essentially, the DARPA concept envisions a future where autonomous drones could perform sophisticated tasks both individually and in teams under the supervision of a single human mission commander. The drones would have to share data, decide on how to divvy up tasks, synchronize their actions and communicate with each other and their human commander - all by themselves.
“During Phase 1, we successfully demonstrated, in simulation, the potential value of collaborative autonomy among Unmanned Aircraft Systems (UASs) at the tactical edge, and worked with our performers to draft transition plans for possible future operational systems,” said Jean-Charles Ledé, DARPA’s program manager for CODE.
“Between the two teams, we have selected about 20 autonomous behaviors that would greatly increase the mission capabilities of our legacy UASs and enable them to perform complex missions in denied or contested environments in which communications, navigation, and other critical elements of the targeting chain are compromised. We have also made excellent progress in the human-system interface and open-architecture framework.”
The CODE program will use a modular open architecture artificial intelligence software which would allow multiple drones to independently fly to the their objective and then find, identify and kill their targets while adhering to the established rules of engagement. DARPA envisions the CODE-equipped drones to be sophisticated enough to call for backup or take other actions in case of emergencies or if some kind of unanticipated threat appears.
Especially appealing for the Pentagon is the fact that CODE equipped drones would only need one human to command an entire swarm. The human commander can monitor the entire force using a Windows-like interface in real time. Typically, while drones are called UASs it’s a bit of a misnomer, because each drone orbit can require up to 200 people to operate. It’s a problem that has pushed the Air Force nearly to the breaking point.
DARPA has already demonstrated the basic capabilities of the system under the CODE Phase 1 program. But during the current effort - Phase 2 - DARPA hopes to demonstrate basic autonomous behaviours for the two drones, one from Lockheed and another from Raytheon, during a live flight test. Virtual unmanned aircraft would augment those two aircraft for the purposes of the test.
If Phase 2 proves to be successful, DARPA might move to Phase 3, which is much more complex. Under this phase, one team would be selected to test their CODE capability using up to six live vehicles cooperating among themselves along with additional simulated vehicles. One person would have to command the entire swarm by themselves while performing a complex mission which at a minimum would include target search, identification and engagement against an active and unpredictable adversary.
Additionally, DARPA is fully cognizant of the fact that Russian and Chinese electronic and cyber warfare capabilities could wreak havoc on US forces if war ever broke out. As such, CODE is being designed to “be resilient to bandwidth limitations and communications disruptions, yet compatible with existing standards and capable of affordable retrofit into existing platforms.”
If it works, CODE would massively increase the capabilities of future American unmanned combat aircraft while potentially reducing cost, but as with many of DARPA’s bleeding edge development efforts it’s a big if.
FAQ
Why does this matter?
Mother drones that can control and coordinate swarms of drones could have applications in the military and civilian sectors, for warfare, as well as for deliveries and aid relief

About the author
Matthew Griffin Founder, 311 Institute
Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath."
Read full bio
Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath." 15-time best selling author of the "Codex of the Future" series, Matthew is the Founder and Futurist in Chief of the 311 Institute, a global Futures and Deep Futures advisory firm working with royal households, world leaders, G7, G20, and G77 governments, NGOs, and multi-national mid and mega cap firms to help them explore, shape, and lead the next 50 years of business and society.
An award-winning YouTube creator with over a million followers, with an unrivalled global reach and impact, Matthew is a highly sought-after international keynote speaker, lecturer, and mentor who collaborates with global leaders through the United Nations Alliance of Civilizations (UNAOC) and United Nations General Assembly (UNGA) to shape pivotal initiatives such as the UN’s AI for Humanity program, the United Nations Conference of the Parties (UN COP), and the World Economic Forum in Davos.
As the former Global Head of Cloud, National Security, and Enterprise Sales for companies including Atos, Dell-EMC, and IBM, Matthew has a proven track record of building multi-billion dollar business units and turning failing divisions into market leaders. His ability to identify, analyse, and communicate the implications of hundreds of emerging technologies and trends is unparalleled, and his insights are trusted by many of the world’s most respected organisations, including ABB, Accenture, Adidas, AON, ARM, BCG, Centrica, Citi, Coca-Cola, Dentons, Deloitte, Dow Jones, EY, Google, KPMG, Lego, Legal & General, LinkedIn, Microsoft, PepsiCo, Qualcomm, RWE, Samsung, Siemens AG and Siemens Energy, T-Mobile, UBS, VISA, Walmart, Workday, Worldpay and many others.
Regularly featured in the global media including the AP, BBC, Bloomberg, CNBC, Discovery, Forbes, Khaleej Times, Telegraph, TIME, ViacomCBS, WIRED, and the WSJ, Matthews mission is to help organisations create a fair and sustainable future whose benefits are shared by everyone irrespective of their ability, background, or circumstances.
What future do you need to see?
Choose one to get started on security and privacy and the future of your organisation.
Sources and further reading
- Collaborative Operations in Denied Environment darpa.mil
- anti-access/area-denial (A2/AD) threats digital-commons.usnwc.edu
- Mr jean charles lede darpa.mil
- Air Force nearly to the breaking point. thedailybeast.com
Source: first published by the 311 Institute on 22 August 2016. Cite as: Griffin, M. (2016). The US airforce will rule the air with swarms of drones. 311 Institute. https://www.311institute.com/the-us-airforce-will-rule-the-air-with-swarms/
You are welcome to quote this article with credit and a link to the original.