轮式移动机器人能量群控制的控制分配方法

R. Pedrami, W. Sivaram, J. Baxter, B. Gordon
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引用次数: 1

摘要

本文提出了一种能控群集温度、群集中心位置和群集势能的高能群集控制器。将滑动控制方法与控制分配过程相结合,解决了过驱动控制问题。利用非线性规划软件求解控制分配问题,使得优化问题可以在输入饱和约束下求解。在此基础上,提出了一种基于动态反馈线性化的低阶轨迹控制器,以提高个体群成员的轨迹跟踪性能。以一组轮式移动机器人为例,对该方法进行了验证。总之,这些结果允许在具有不确定性和输入饱和约束的轮式移动机器人(WMR)系统上实现能量群控制器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A control allocation approach for energetic swarm control of wheeled mobile robots
In this paper, an energetic swarm controller is developed that controls the swarm temperature, swarm centre position, and swarm potential energy. A sliding control approach is combined with a control allocation process to solve the overactuated control problem. The control allocation problem is solved using nonlinear programming software which allows the optimization problem to be solved with input saturation constraints. Furthermore, a low level trajectory controller based on dynamic feedback linearization is developed in order to improve the trajectory tracking performance of the individual swarm members. Application to a group of wheeled mobile robots is used to demonstrate the approach. Together, these results allow energetic swarm controllers to be implemented on wheeled mobile robot (WMR) systems with uncertainty and input saturation constraints.
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