Coordinates as a swarm
Small research swarms coordinate their flights. Racing side by side is different: KAIST reports that its race setup lacked dedicated avoidance of other drones.
Last reviewed
What we are looking for
Do several drones adjust their behavior in coordination with one another?
Where this applies
ZJU swarm and separate small research swarms · scoped physical trials
What has been observed
- The paper reports field demonstrations of coordinated swarm navigation.ZJU / Science Robotics · May 2022
- DARPA reports collaborative operations using both OFFSET testbeds.DARPA · Dec 9, 2021
- Shield AI reports a coordinated search by three Mighty Hornet III aircraft.Shield AI · Aug 5, 2026
- Dstl reports eight weeks of trials with an eight-aircraft swarm testbed.Defence Science and Technology Laboratory · Sep 16, 2026
- Qamcom reports a two-drone demonstration of leader–surveyor fire detection and confirmation.Qamcom Research and Technology · Oct 2, 2026
- The preprint reports physical coordination trials with two to three research drones.Kutpanova et al. / Preprints.org · Sep 29, 2026
What limits this finding
- CCAST researchers report congestion that blocked completion of assigned tasks.Brown & Adams / Field Robotics · Jul 31, 2023
- Shield AI announced a future demonstration of coordinated LUCAS systems.Shield AI · May 19, 2026
- FlockDiffusion reports simulated coordination of ten drones.Zhura et al. / arXiv · Sep 20, 2026
- MonoRace lacked drone-to-drone collision avoidance and collided during the multi-drone race.Bahnam et al. / Science Robotics · Oct 14, 2026
- KAIST reports that its race setup lacked dedicated avoidance of other drones.Azhari et al. / KAIST / arXiv · Dec 23, 2025
What we still need to know
Independent replication and comparable tests under degraded coordination.
What would change our view
An independently observed same-platform test, including failures.
What would be enough to confirm it
Physical multi-unit coordination; simultaneous preprogrammed flights do not suffice.
How this finding has changed
Small research swarms coordinate their flights. Racing side by side is different: KAIST reports that its race setup lacked dedicated avoidance of other drones.
Updated assessment. Added a different team’s race result and limitations from the same A2RL event. Ratings and confidence remain unchanged.
Small research swarms coordinate their flights. The new trials use different drones and do not independently repeat the earlier results; flying side by side alone is not coordination.
Checked again; no change. Reviewed; rating and confidence unchanged. The inspected material does not resolve the remaining gap.
Small research swarms coordinate their flights. The new trials use different drones and do not independently repeat the earlier results; flying side by side alone is not coordination.
Updated assessment. New scoped evidence added; rating and confidence unchanged. Different platforms and limits remain separate.
ZJU researchers demonstrated coordinated flight. New reports concern other platforms and do not independently repeat that test.
Checked again; no change. Reviewed; rating and confidence unchanged. The inspected material does not close the remaining gap.
ZJU researchers demonstrated coordinated flight. New reports concern other platforms and do not independently repeat that test.
Updated assessment. Added two reports of field trials and a simulation study; no independent same-version replication.
Researchers report a coordinated drone swarm in the field. We have not checked all details needed to repeat the test.
First review. Initial assessment; no previous cycle for comparison.