非线性传感器步行机器人控制方法的比较分析

S. Savin
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引用次数: 2

摘要

研究了一种双足步行机器人的控制问题。有许多算法已经成功地应用于有腿的系统。在这项工作中,我们比较和分析了三种这样的控制器:计算转矩控制器、线性二次调节器和基于二次规划的控制器。特别注意了传感误差对机器人控制系统性能的影响。该研究涵盖了使用状态观测器来补偿传感器误差的情况,以及存在显著关节扭矩限制的情况。
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Comparative Analysis of Control Methods for Walking Robots with Nonlinear Sensors
In this paper, control of a bipedal walking robot is considered. There are a number of algorithms that had been successfully applied to legged systems. In this work, we compare and analyze three such controllers: computed torque controller, linear quadratic regulator and a quadratic programming-based controller. Specific attention is given to the influence of sensing inaccuracies on the performance of the robot’s control system. The study covers the cases when a state observer is used to compensate for sensor inaccuracies, as well as the cases when there are significant joint torque limits.
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