TY - JOUR
T1 - Guidance and obstacle avoidance of passive robot walking helper based on receding horizon control
AU - Ko, Chun Hsu
AU - Hsieh, Yi Hung
AU - Chang, Yao Tse
AU - Agrawal, Sunil K.
AU - Young, Kuu-Young
PY - 2014/1/1
Y1 - 2014/1/1
N2 - Along with the coming of the aging society, the passive robot walking helper is introduced for providing safe mobility for the elderly, which features continuous energy dissipation from the system with brakes for steering. When this passive walking helper is applied for guidance and obstacle avoidance, it is crucial to determine proper braking torques in accordance with user-applied force for avoiding the obstacles and reaching the desired location. Motivated by it, in this paper, we propose such an approach based on receding horizon control. The proposed approach is efficient in braking torque derivation and allows the walking helper to stop at the goal with parking control. With the desired location to reach, the proposed scheme first plans a smooth path for the walking helper to follow based on Dubins curve [13]. The process of torque derivation is then formulated into solving an optimization problem with constraints that guarantee system passivity. When the walking helper detects the obstacles, the obstacle avoiding strategy is activated to bring it to deviate from them, which is achieved by including the constraints for obstacle avoidance into the optimization process. Simulations and experiments are performed to demonstrate the effectiveness of the proposed approach.
AB - Along with the coming of the aging society, the passive robot walking helper is introduced for providing safe mobility for the elderly, which features continuous energy dissipation from the system with brakes for steering. When this passive walking helper is applied for guidance and obstacle avoidance, it is crucial to determine proper braking torques in accordance with user-applied force for avoiding the obstacles and reaching the desired location. Motivated by it, in this paper, we propose such an approach based on receding horizon control. The proposed approach is efficient in braking torque derivation and allows the walking helper to stop at the goal with parking control. With the desired location to reach, the proposed scheme first plans a smooth path for the walking helper to follow based on Dubins curve [13]. The process of torque derivation is then formulated into solving an optimization problem with constraints that guarantee system passivity. When the walking helper detects the obstacles, the obstacle avoiding strategy is activated to bring it to deviate from them, which is achieved by including the constraints for obstacle avoidance into the optimization process. Simulations and experiments are performed to demonstrate the effectiveness of the proposed approach.
KW - Obstacle avoidance
KW - Passive guidance
KW - Receding horizon control
KW - Robot walking helper
UR - http://www.scopus.com/inward/record.url?scp=84940178775&partnerID=8YFLogxK
U2 - 10.1109/CoASE.2014.6899453
DO - 10.1109/CoASE.2014.6899453
M3 - Conference article
AN - SCOPUS:84940178775
SN - 2161-8070
VL - 2014-January
SP - 1032
EP - 1037
JO - IEEE International Conference on Automation Science and Engineering
JF - IEEE International Conference on Automation Science and Engineering
M1 - 6899453
T2 - 2014 IEEE International Conference on Automation Science and Engineering, CASE 2014
Y2 - 18 August 2014 through 22 August 2014
ER -