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首页> 外文期刊>Automatic Control, IEEE Transactions on >Simultaneous Velocity and Position Estimation via Distance-Only Measurements With Application to Multi-Agent System Control
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Simultaneous Velocity and Position Estimation via Distance-Only Measurements With Application to Multi-Agent System Control

机译:通过仅距离测量同时进行速度和位置估计,并将其应用于多智能体系统控制

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摘要

This paper proposes a strategy to estimate the velocity and position of neighbor agents using distance measurements only. Since with agents executing arbitrary motions, instantaneous distance-only measurements cannot provide enough information for our objectives, we postulate that agents engage in a combination of circular motion and linear motion. The proposed estimator can be used to develop control algorithms where only distance measurements are available to each agent. As an example, we show how this estimation method can be used to control the formation shape and secure velocity consensus of the agents in a multi agent system.
机译:本文提出了一种仅使用距离测量来估计邻居代理的速度和位置的策略。由于代理执行任意运动,因此仅瞬时距离的测量无法为我们的目标提供足够的信息,因此我们假设代理参与了圆周运动和线性运动的组合。所提出的估计器可用于开发控制算法,其中每个代理仅可进行距离测量。作为一个例子,我们展示了这种估计方法如何用于控制多代理系统中代理的地层形状和确保速度共识。

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