履带式移动机器人三维空间层次运动稳定控制器设计

Yue Ma, C. Xiang, Quanmin Zhu, Q. Yan, A. Winfield
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引用次数: 5

摘要

研究了履带式移动机器人在三维空间中的稳定控制问题。首先,建立了TMR主要模块的模型。其次,为了揭示扰动作用于TMR的机理,对两种具有代表性的扰动(偏航运动中的斜率扰动和一般扰动)进行了深入讨论。因此,采用了一种尝试PID方法来补偿扰动的影响,仿真结果证明了该方法对斜坡力扰动的有效性,但对偏航运动缺乏一般性扰动。最后,提出了一种层次模糊控制器与PID控制器相结合的方法。底层采用两个PID控制器补偿斜坡力的扰动,顶层采用模糊控制器根据模型与实际TMR的差异来修正偏航运动误差,使TMR保持稳定状态。仿真结果证明了所设计控制器的良好有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of hierarchical motion stabilizing controller of tracked mobile robot in three dimensional space
In this paper, stabilizing control of tracked mobile robot in 3-D space was presented. Firstly, models of major modules of TMR were established. Next, to reveal the mechanism of disturbances applied on TMR, two kinds of representative disturbances (slope and general disturbances in yaw motion) were discussed in depth. Consequently, an attempting PID method was employed to compensate the impacts of disturbances and simulation results proved the validity for disturbance incited by slope force, but revealed the lack for general disturbance on yaw motion. Finally, a hierarchical fuzzy controller combined with PID controller was pro posed. In lower level, there were two PID controllers t o compensate the disturbance of slope force, and on top level, the fuzzy logic controller was employed to correct the yaw motion error based on the differences between the model and the real TMR, which was able to guide the TMR maintain on the stable state. Simulation results demonstrated the excellent effectiveness of the newly designed controller.
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