DocumentCode
1581070
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
fYear
2009
Firstpage
604
Lastpage
609
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ROBIO.2009.5420603
Filename
5420603
Link To Document