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Neural network control of a parallel robot

Hongrui Wang, W.A. Gruver

发表年份
2002
引用次数
6

摘要

This paper presents a method for obtaining the inverse kinematics of a six degree of freedom error compensation device for a robotic manipulator. The error compensation device is based on a parallel link structure having two circular platforms connected by six links, each with double spherical joints. A three layer backpropagation neural network algorithm was applied to compute the kinematics and control the mechanism. Simulation results based on the proposed technique are described.

关键词

BackpropagationInverse kinematicsKinematicsArtificial neural networkComputer scienceCompensation (psychology)Robot kinematicsParallel manipulatorControl theory (sociology)Mechanism (biology)

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