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Refined Self-Motion Scheme With Zero Initial Velocities and Time-Varying Physical Limits via Zhang Neurodynamics Equivalency

Zanyu Tang, Yunong Zhang

2022Frontiers in Neurorobotics23 citationsDOIOpen Access PDF

Abstract

Zhang neurodynamics equivalency (SMCSvZ) of redundant robot manipulators is proposed, analyzed, and investigated in this manuscript. The SMCSvZ is reformulated as a quadratic program with an equation constraint and a unified bound inequation constraint, which meets the self-motion requirements including the end effector keeping immobile and the initial joint-angle velocities being zero. Simulative verifications based on a six-degrees-of-freedom planar redundant manipulator substantiate the efficacy, accuracy, and superiority of the proposed control scheme, additionally by comparing it with two previous self-motion control schemes. Besides, simulative verifications based on a PUMA560 manipulator are carried out to further verify the availability and correctness of the SMCSvZ.

Topics & Concepts

CorrectnessComputer scienceControl theory (sociology)Motion (physics)Constraint (computer-aided design)Scheme (mathematics)Motion controlRobotZero (linguistics)Quadratic equationMathematicsAlgorithmControl (management)Artificial intelligenceMathematical analysisGeometryLinguisticsPhilosophyRobotic Mechanisms and DynamicsRobot Manipulation and LearningTeleoperation and Haptic Systems