基于三质量角动量模型的双足机器人行走稳定性预测PID控制

P. Shamna, N. Priya, K. Ahamed
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引用次数: 4

摘要

人形机器人是机器人研究的一个重要领域。尽管人形机器人有各种各样的应用,但其行走稳定性是关键问题之一。为了解决这一问题,人们提出了许多步行策略,其中以基于零力矩点(Zero Moment Point, ZMP)的步行策略最为主流。提出了一种基于ZMP准则的三质量建模的双足机器人稳定性控制方法。由于MPC的控制策略和实时实现困难,本文提出了一种预测PID控制器进行跟踪。为了减小建模误差,本文采用人体质心、右腿和左腿三个质点及其角动量对系统进行建模。为实现仿人机器人的跟踪控制,设计了预测PID控制器,仿真结果表明了预测方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Walking stability control of biped robot based on three mass with angular momentum model using predictive PID control
Humanoid robotics is a significant field in the robotic research. In spite of all its applications, one of the key issues for humanoid robots is its walking stability. Many walking strategies have been proposed in order to solve the problem, of which Zero Moment Point (ZMP) based walking is the most dominant one. This paper presents stability control of a biped robot based on three-mass modelling with ZMP criterion. Since the controlling strategy and real time implementation for MPC is difficult, here a predictive PID controller is proposed for tracking. In this paper, the system is modelled with three mass points: the Centre of Mass(CoMs) of the body, the right leg, and the left leg along with their angular momentum in order to reduce the modelling errors. Predictive PID controller is designed for the humanoid robot for achieving the required tracking control and the simulation results show the effectiveness of the projected method.
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