基于代数消去的仿人机器人手指运动学逆解

Ming-Tzong Lin, Hong-Bo Lin, Chung-Ching Liu, Ying-Lung Lin, Che-Hau Wu, Cheng-Wei Tung
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引用次数: 4

摘要

具有非线性耦合关节的仿人机器人手指的逆运动学控制是一个具有挑战性的问题。本文提出了一种新的方法来推导机器人手指逆运动学的代数消去解。首先,通过D-H变换将给定的指尖位置从基架变换到解架;因此,利用向量环和坐标变换技术得到了两个代数方程。三角函数项可以转换成一个8度的多项式,通过替换两个变量,这两个变量是相对于近端(PIP)和远端指间关节(DIP)的角度。为了生成平滑的限时进给速度轮廓线和插补点,采用动态插补器和实时预演算法对机器人手指的运动轨迹进行规划。采用合适初始猜测的迭代Newton-Raphson法求解多项式的根。最后,通过仿真验证了所提逆运动学解的准确性。利用嵌入式运动控制器进行了实验,以验证所提出方法的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Algebraic-elimination based solution of inverse kinematics for a humanoid robot finger
The inverse kinematics is a challenging problem for controlling a humanoid robot finger with nonlinearly coupled joints. In this paper, a novel approach is proposed to derive the algebraic-elimination based solutions of inverse kinematics (IK) for the robot fingers. First, the given position of the fingertip is transformed from the base frame to the solution frames by means of D-H transformation. Therefore, two algebraic equations are obtained using the vector-loop and coordinate transformation techniques. The trigonometric terms can be converted into an eight-degree polynomial by making the substitution of two variables which are relative to the proximal (PIP) and distal interphalangeal (DIP) joint angles. To generate the smooth jerk-limited feedrate profile and interpolation points, a dynamics-based interpolator with real-time look-ahead (DBLA) algorithm is applied to plan the motion trajectory of a robot finger. The iterative Newton-Raphson method with a suitable initial guess is adopted for solving the roots of the polynomial. Finally, simulations are performed to demonstrate the exactness of the proposed inverse kinematics solutions. Experiments using an embedded motion controller are carried out for validating the feasibility of the proposed approach.
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