Title :
Persistent tracking of a dynamic target by a mobile robot
Author :
Liang Xiao ; Fang Yongchun ; Yang Dedong
Author_Institution :
Inst. of Robot. & Autom. Inf. Syst., Nankai Univ., Tianjin, China
Abstract :
A novel pursuing algorithm, together with a new experiment method, is introduced to drive a nonholonomic mobile robot tracking a dynamic target in the framework of pursuit-evasion game. Specifically, a pan-tilt with an on-board camera is attached to the mobile robot to construct a tracking system, which greatly improves the maneuverability compared with the traditional method. To keep the target close enough to the vision center of the camera, a control technique is devised according to its kinematic model and Lyapunov theory. By utilizing game theory, the viability set is determined. A tracking controller is employed to guarantee persistent tracking for the dynamic target, where the relative position between the target and the robot is successfully acquired from the visual measurements by the utilization of geometric analysis. Both simulation and experimental results are provided to illustrate the performance of the controller.
Keywords :
Lyapunov methods; game theory; mobile robots; path planning; Lyapunov theory; dynamic target; game theory; geometric analysis; kinematic model; nonholonomic mobile robot tracking; onboard camera; persistent tracking; pursuit evasion game; tracking system; viability set; visual measurements; Games; Heuristic algorithms; Mobile robots; Robot kinematics; Target tracking; Camera Tracking; Lyapunov Theory; Mobile Control; Nonholonomic Constraint;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6896972