different obstacle environments. Use the data from the quadcopter vision system and the
lidar sensor of the ground agent to create a global map. Then, we perform coordinate
estimation of the ground agent by using the terrestrial agent's odometer, GPS, and
quadcopter vision system. Finally, we use the finite state machine theory to control the
switching of ground multi-agent formation, and propose a strategy to avoid ground multi …