Fault-tolerant motion planning and control of redundant manipulator

被引:34
|
作者
Li, Kene [1 ]
Zhang, Yunong [1 ]
机构
[1] Sun Yat Sen Univ, Sch Informat Sci & Technol, Guangzhou 510006, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Fault tolerance; Motion planning and control; LVI-based numerical computing solver; Quadratic program; Redundant manipulator; DUAL NEURAL-NETWORK;
D O I
10.1016/j.conengprac.2011.11.004
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
One important issue in the motion planning of a kinematic redundant manipulator is fault tolerance. in general, if the motion planner is fault tolerant, the manipulator can achieve the required path of the end-effector even when its joint fails. In this situation, the contribution of the faulty joint to the end-effector is required to be compensated by the healthy joints to maintain the prescribed end-effector trajectory. To achieve this, this paper proposes a fault-tolerant motion planning scheme by adding a simple fault-tolerant equality constraint for the faulty joint. Such a scheme is then unified into a quadratic program (QP), which incorporates joint-physical constraints such as joint limits and joint-velocity limits. In addition, a numerical computing solver based on linear variational inequalities (LVI) is presented for the real-time QP solving. Simulative studies and experimental results based on a six degrees-of-freedom (DOF) redundant robot manipulator with variable joint-velocity limits substantiate the effectiveness of the proposed fault-tolerant scheme and its solution. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:282 / 292
页数:11
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