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A control algorithm of general 6R mechanic arm based on inverse kinematics

机译:基于逆运动学的通用6R机械臂控制算法

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A control algorithm for solving the problem of general 6-DOF serial mechanic arm was proposed, based on inverse kinematics, by applying pseudo-inverse of Jacobian matrix for solving differential movement and using Newton-Raphson iteration to approximate target position. Jacobian matrix was modeled according to forward kinematics, using SVD decomposition of Householder to avoid the singularity problem. There was a good and fast local convergence, as also as achieving higher precision and the ideal speed. The algorithm was realized on an ARM9-based embedded system. The corresponding tests show that the algorithm is real-time enough to meet system requirements; it can be applied to real-time mechanic arm control system.
机译:提出了一种基于逆运动学的通用六自由度串行机械臂问题的控制算法,该方法利用雅可比矩阵的伪逆来求解微分运动,并利用牛顿-拉夫森迭代法来近似目标位置。根据前向运动学对雅可比矩阵进行建模,并使用Householderer的SVD分解来避免奇异性问题。既实现了良好且快速的局部收敛,又实现了更高的精度和理想的速度。该算法是在基于ARM9的嵌入式系统上实现的。相应的测试表明,该算法具有足够的实时性,可以满足系统要求。可应用于实时机械手臂控制系统。

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