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Multi-robot Formation Control Based on Parameter optimization Algorithm

机译:基于参数优化算法的多机器人编队控制

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摘要

This paper proposes a multi-robot formation control algorithm. The controller is designed by the difference between the distance and the angle of the two robots. It is proved that the algorithm can guarantee the stability of the formation. Furthermore, the obtained formation control algorithm is tested on the software platform and Pioneer3-DX platform. According to the multi-robot formation control algorithm, a control method of adaptive parameters is proposed. The existing parameters are replaced by fitting equations, which improves the efficiency of parameter adjustment. Simulation and experimental results verify the feasibility and effectiveness of the proposed method.
机译:本文提出了一种多机器人编队控制算法。通过两个机器人的距离和角度之间的差异来设计控制器。实践证明,该算法可以保证地层的稳定性。此外,在软件平台和Pioneer3-DX平台上测试了获得的地层控制算法。根据多机器人编队控制算法,提出了一种自适应参数控制方法。现有参数被拟合方程代替,从而提高了参数调整的效率。仿真和实验结果验证了该方法的可行性和有效性。

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