Title :
Reactive biped robot walking with on-line path generation and obstacle avoidance
Author :
Luo, Ren C. ; Jun Sheng ; Chin-Cheng Chen ; Peng-Hsi Chang
Author_Institution :
Electr. Eng. Dept., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
May 31 2014-June 7 2014
Abstract :
The objective of this paper is to propose an approach for generating on-line walking patterns for a biped robot to navigate towards destination and reactively avoid obstacles. Kinect-based sensor system detects obstacles with velocity and dimension estimated for obstacle modeling. With identified obstacles, repulsion vectors of potential field given by obstacles modify walking path of a biped robot. On-line path generation (OPG) is proposed to generate walking path towards a target configuration including position and orientation. With reference mapping combined with walking pattern generator based on zero momentum point (ZMP), reactive walking patterns free of obstacle collision are thus created. The effectiveness of this method is confirmed on a biped robot developed in our lab, and the robot is capable of avoiding obstacles while maintaining ZMP stability. The contribution of this paper is to propose OPG for obstacle avoidance of biped robots by extending potential field method. The Demonstration of the proof of concept has been successfully conducted.
Keywords :
collision avoidance; legged locomotion; navigation; object detection; robot vision; stability; Kinect-based sensor system; OPG; ZMP stability; generating online walking patterns; navigation; obstacle collision; obstacle detection; obstacle dimension estimation; obstacle modeling; online path generation; orientation; position; potential field method; potential field repulsion vectors; reactive biped robot walking; reactive obstacle avoidance; reactive walking patterns; reference mapping; target configuration; velocity estimation; walking path generation; walking path modification; walking pattern generator; zero momentum point; Collision avoidance; Foot; Legged locomotion; Robot sensing systems; Trajectory; Vectors;
Conference_Titel :
Robotics and Automation (ICRA), 2014 IEEE International Conference on
Conference_Location :
Hong Kong
DOI :
10.1109/ICRA.2014.6907539