DocumentCode :
53148
Title :
Acceleration-Level Inequality-Based MAN Scheme for Obstacle Avoidance of Redundant Robot Manipulators
Author :
Dongsheng Guo ; Yunong Zhang
Author_Institution :
Sch. of Inf. Sci. & Technol., Sun Yat-sen Univ., Guangzhou, China
Volume :
61
Issue :
12
fYear :
2014
fDate :
Dec. 2014
Firstpage :
6903
Lastpage :
6914
Abstract :
In this paper, a new inequality-based criterion is proposed and investigated for obstacle avoidance of redundant robot manipulators at the joint-acceleration level. By incorporating such a dynamically updated inequality criterion and the joint physical constraints (i.e., joint-angle limits, joint-velocity limits, and joint-acceleration limits), a novel minimum-acceleration-norm (MAN) scheme is presented and investigated for robots´ redundancy resolution. In addition, the resultant obstacle-avoidance MAN scheme resolved at the joint-acceleration level is reformulated as a general quadratic program (QP). Moreover, two important “Bridge” theorems are established, which show that such a QP problem can be equivalent to linear variational inequality (LVI) and then to piecewise-linear projection equation (PLPE). An LVI-based numerical method is thus developed and applied for online solution of the QP problem and the inequality-based obstacle-avoidance MAN scheme. Simulative results based on the PA10 robot manipulator in the presence of window-shaped and point obstacles further demonstrate the efficacy and superiority of the proposed acceleration-level inequality-based MAN scheme for obstacle avoidance of redundant robot manipulators. In addition, experimental verification conducted on a practical six-link planar robot manipulator substantiates the effectiveness and physical realizability of the proposed obstacle-avoidance scheme.
Keywords :
collision avoidance; mobile robots; piecewise linear techniques; quadratic programming; redundant manipulators; LVI-based numerical method; PA10 robot manipulator; acceleration-level inequality-based MAN scheme; inequality-based criterion; joint-acceleration level; linear variational inequality; minimum-acceleration-norm scheme; obstacle avoidance; piecewise-linear projection equation; point obstacles; quadratic program; redundant robot manipulators; window-shaped obstacles; Acceleration; Collision avoidance; Manipulators; Quadratic programming; Redundancy; Joint-acceleration level; obstacle avoidance; quadratic program (QP); redundant robots;
fLanguage :
English
Journal_Title :
Industrial Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0046
Type :
jour
DOI :
10.1109/TIE.2014.2331036
Filename :
6834771
Link To Document :
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