Title :
Laser range finder based moving object tracking and avoidance in dynamic environment
Author :
He, Fujun ; Du, Zhijiang ; Liu, Xiaolei ; Ta, Yueyue
Abstract :
The mobile robot that works in dynamic environment must have strong ability of avoiding obstacles especially moving objects and move to it original goal. To achieve the goal, the dynamic polar coordinate environment model based on laser range finder is set up, which can not only simplify the environment description but also improve the responding ability. Based on these data a moving object tracking model is also set up, which take into account the influence of moving platform, may obtain better tracking effect. The robot may anticipate the collision possibility, collision time and position from tracking algorithm, and then three obstacle avoiding policy is presented for robot to choose according to the collision estimation. The experiment shows good moving object avoiding result.
Keywords :
collision avoidance; laser ranging; mobile robots; object detection; robot vision; collision estimation; dynamic polar coordinate environment model; laser range finder; mobile robot; moving object avoidance; moving object tracking; obstacle avoidance; Helium; Laser modes; Laser radar; Mobile robots; Nonlinear systems; Particle tracking; Radar tracking; Robot kinematics; Robot sensing systems; Robotics and automation; Kalman Filter; Mobile robot; Obstacle avoidance; Tracking;
Conference_Titel :
Information and Automation (ICIA), 2010 IEEE International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-5701-4
DOI :
10.1109/ICINFA.2010.5512068