Title :
Obstacle avoidance using virtual impedance wall for limb mechanism robot
Author :
Tsukamoto, Kenji ; Takubo, Tomohito ; Ohara, Kenichi ; Mae, Yasushi ; Arai, Tatsuo
Author_Institution :
Dept. of Syst. Innovations, Osaka Univ., Toyonaka, Japan
Abstract :
An obstacle avoidance method using virtual impedance wall is proposed for multi-legged robot. The swing leg employs compliance control to avoid the collided object and the robot keeps the moving direction as much as possible while swing legs keep a preferred operating region. The preferred operating region is surrounded with virtual impedance wall. When the leg comes to go over the threshold of preferred operating region, the moving direction is modified by the virtual repulsive force from the virtual impedance wall to avoid the workspace limitation. Moreover, the pattern recognition technique with the support vector machine is implemented for estimating the contact point between the object and the body by using the data set of the error of each leg. The virtual impedance field is set at the estimated contact position to direct the aspect of avoidance.
Keywords :
collision avoidance; legged locomotion; pattern recognition; support vector machines; compliance control; limb mechanism robot; multilegged robot; obstacle avoidance; pattern recognition; preferred operating region; support vector machine; swing leg; virtual impedance wall; virtual repulsive force; Cameras; Crawlers; Impedance; Inspection; Leg; Legged locomotion; Mobile robots; Orbital robotics; Robot sensing systems; Robot vision systems; Multi-Legged Robot; Obstacle Avoidance; Support Vector Machine; Virtual Impedance Wall;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2009 IEEE International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-4774-9
Electronic_ISBN :
978-1-4244-4775-6
DOI :
10.1109/ROBIO.2009.5420603