Title :
Multi-robot tracking of a moving object using directional sensors
Author :
Mazo, Manuel, Jr. ; Speranzon, Alberto ; Johansson, Karl H. ; Hu, Xiaoming
Author_Institution :
Dept. of Signals, Sensors & Syst., R. Inst. of Technol., Stockholm, Sweden
fDate :
April 26-May 1, 2004
Abstract :
The problem of estimating and tracking the motion of a moving target by a team of mobile robots is studied in this paper. Each robot is assumed to have a directional sensor with limited range, thus more than one robot (sensor) is needed for solving the problem. A sensor fusion scheme based on inter-robot communication is proposed in order to obtain accurate real-time information of the target´s position and motion. Accordingly a hierarchical control scheme is applied, in which a consecutive set of desired formations is planned through a discrete model and low-level continuous-time controls are executed to track the resulting references. The algorithm is illustrated through simulations and on an experimental platform.
Keywords :
mobile robots; motion control; multi-robot systems; position control; sensor fusion; sensors; target tracking; directional sensors; discrete model; hierarchical control; inter robot communication; low level continuous time control; mobile robots; moving object tracking; multirobot tracking; real time information; sensor fusion; Communication system control; Mathematics; Mobile robots; Motion estimation; Multirobot systems; Robot kinematics; Robot sensing systems; Sensor fusion; Sensor systems; Target tracking;
Conference_Titel :
Robotics and Automation, 2004. Proceedings. ICRA '04. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8232-3
DOI :
10.1109/ROBOT.2004.1307972