5 papers
Dual Agent Learning Based Aerial Trajectory Tracking
Shaswat Garg, Houman Masnavi, Baris Fidan +1
This paper presents a novel reinforcement learning framework for trajectory tracking of unmanned aerial vehicles in cluttered environments using a dual-agent architecture. Traditio…
Observer-Based Control of Second-Order Multi-vehicle Systems in Bearing-Persistently Exciting Formations
Zhiqi Tang, Baris Fidan, Karl H. Johansson +2
This paper proposes an observer-based formation tracking control approach for multi-vehicle systems with second-order motion dynamics, assuming that vehicles' relative or global po…
Approximate Environment Decompositions for Robot Coverage Planning using Submodular Set Cover
Megnath Ramesh, Frank Imeson, Baris Fidan +1
In this paper, we investigate the problem of decomposing 2D environments for robot coverage planning. Coverage path planning (CPP) involves computing a cost-minimizing path for a r…
A Multi-Player Potential Game Approach for Sensor Network Localization with Noisy Measurements
Gehui Xu, Guanpu Chen, Baris Fidan +4
Sensor network localization (SNL) is a challenging problem due to its inherent non-convexity and the effects of noise in inter-node ranging measurements and anchor node position. W…
Anytime Replanning of Robot Coverage Paths for Partially Unknown Environments
Megnath Ramesh, Frank Imeson, Baris Fidan +1
In this paper, we propose a method to replan coverage paths for a robot operating in an environment with initially unknown static obstacles. Existing coverage approaches reduce cov…