• 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