UAV based target finding and tracking in GPS-denied and cluttered environments

摘要

In this paper we describe and flight test a novel system architecture for low cost muti-rotor (UAVs) for searching, tracking and following a ground target. The UAV uses only on-board sensors for localisation within a GPS-denied space with obstacles. This mission is formulated as a (POMDP) and uses a modular framework that runs on the (ROS). This system computes a policy for executing actions instead of way-points to navigate and avoid obstacles. Results indicate that the system is robust to overcome uncertainties in localisation of both, the aircraft and the target and avoids collisions with the obstacles.