Figure1
Figure 1. Overall framework of the heterogeneous UAV-USV formation system under complex marine environments, illustrating the leader-follower topology, environmental disturbances (wind, waves), and actuator faults affecting the agents. UAV: Unmanned aerial vehicle; USV: unmanned surface vehicle.
