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Distributed control algorithm and experiment of multi-agents in a non-rectangular bounded space

机译:非矩形有界空间中的多智能体分布式控制算法与实验

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In this paper, we consider coordinated motion and cooperative control of multi-agents in a non-rectangular bounded space, and present a velocity consensus algorithm for the agents with double-integrator dynamics. The traditional consensus algorithm for bounded space is only applied to rectangular bouncing boundaries, not suitable for non-rectangular space. Therefore, we introduce the concept of the mirrored velocity that not only can convert the discontinuous real velocity into the continuous mirrored velocity, but also can expand a bounded space into an infinite space, and eventually the velocity of multi-agents asymptotically converge to the same values, respectively. Finally, the effectiveness of the proposed consensus algorithm is examined by numerical simulations. Moreover, we pave the way from theoretical design to practical implementation by performing an experiment in a real multi-robot system.
机译:在本文中,我们考虑了非矩形有界空间中多主体的协调运动和协调控制,并提出了具有双积分动力学的主体的速度共识算法。传统的有界空间共识算法仅适用于矩形弹跳边界,不适用于非矩形空间。因此,我们引入了镜像速度的概念,它不仅可以将不连续的真实速度转换为连续的镜像速度,而且可以将有界空间扩展为无限空间,最终多主体的速度渐近收敛到相同的速度。值。最后,通过数值仿真验证了所提出共识算法的有效性。此外,我们通过在真实的多机器人系统中进行实验,为从理论设计到实际实施铺平了道路。

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