DocumentCode :
3052081
Title :
Virtual impedance model for obstacle avoidance in a 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 :
2010
fDate :
20-23 June 2010
Firstpage :
729
Lastpage :
734
Abstract :
An obstacle avoidance method using a virtual impedance wall is proposed for a multi-legged robot. The swing legs use compliance control to make soft contact and avoid colliding with objects, so that the robot maintains the moving direction as far as possible while the swing legs maintain a preferred operating region. The preferred operating region is surrounded with a virtual impedance wall. When the leg passes over the threshold of the 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 using 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. The robot is pushed and rotated by the virtual repulsive force from the impedance field. These passive motions from the virtual impedance model can provide a good solution for object avoidance control. The feasibility of the proposed obstacle avoidance method is shown by simulations and experiments using actual robots.
Keywords :
collision avoidance; force control; legged locomotion; motion control; pattern recognition; support vector machines; compliance control; limb mechanism robot; multilegged robot; obstacle avoidance; passive motions; pattern recognition technique; support vector machine; swing legs; virtual impedance model; virtual repulsive force; Extraterrestrial measurements; Impedance; Leg; Legged locomotion; Mobile robots; Orbital robotics; Pattern recognition; Robot kinematics; Robot sensing systems; Robotics and automation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information and Automation (ICIA), 2010 IEEE International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-5701-4
Type :
conf
DOI :
10.1109/ICINFA.2010.5512471
Filename :
5512471
Link To Document :
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