Brief paper: Nonlinear filtering in target tracking using cooperative mobile sensors
Automatica (Journal of IFAC)
Brief paper: Navigation of a unicycle-like mobile robot for environmental extremum seeking
Automatica (Journal of IFAC)
Adversarial Ground Target Tracking Using UAVs with Input Constraints
Journal of Intelligent and Robotic Systems
Ground Target Tracking Using UAV with Input Constraints
Journal of Intelligent and Robotic Systems
Low-cost Multi-UAV Technologies for Contour Mapping of Nuclear Radiation Field
Journal of Intelligent and Robotic Systems
Cooperative Control of Multiple UAVs for Source Seeking
Journal of Intelligent and Robotic Systems
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Advances in multi-agent technologies and UAV technologies make it possible to take advantage of cooperation of multiple UAVs for source seeking. This paper focuses on moving source seeking using multiple UAVs with input constraints. Firstly, a least-squares method is introduced to estimate the gradient of the scalar field at the leader UAV location based on the measurements of all UAVs. Since the moving source velocity is unknown, an adaptive estimator is designed to obtain the velocity. Based on the estimated gradient and source velocity, a guidance law and a sliding mode based heading rate controller are proposed for the leader UAV to achieve level tracking. Heading rate controller for each follower UAV is also developed to achieve circular formation around the leader UAV. Furthermore, the gradient estimation error is analyzed and its influence on moving source velocity estimation and level tracking accuracy is explored as well. Finally, simulation results are provided to verify the proposed approach.