基于移动机器人传感器/执行器网络的移动变形区域分散包围覆盖和终止算法

A. Savkin, Zhiyu Xi, Hung T. Nguyen
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引用次数: 6

摘要

本文介绍了移动传感器/执行器网络移动可变形平面区域的包围覆盖和终止问题。针对这些问题,我们提出了一种分散的随机算法,用于移动机器人传感器/执行器网络的自部署。在环绕覆盖问题中,目标是在有界的连接区域周围部署传感器,使该区域的某个邻域的任何点都被至少一个移动机器人传感器感知。在终止问题中,目的是终止可能代表溢油或危险化学场的移动区域。在这种情况下,移动机器人不仅配备了传感器,还配备了释放中和化学物质的致动器,以便控制污染区域的形状。该算法仅基于每个传感器最近邻居的信息。运动区域的形状是任意的,传感器先验地不知道。我们给出了所提出的随机化算法的渐近最优性和收敛概率为1的数学严格证明。
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An algorithm of decentralized encircling coverage and termination of a moving deformable region by mobile robotic sensor/actuator networks
The paper introduces the problems of encircling coverage and termination of a moving a deformable planar region by a mobile sensor/actuator network. We propose a decentralized randomized algorithm for self-deployment of a network of mobile robotic sensors/actuators for these problems. In the encircling coverage problem, the aim is to deploy sensors around a bounded connected region so that any point of a certain neighbourhood of the region is sensed by at least one mobile robotic sensor. In the termination problem, the aim is to terminate a moving region that may represent an oil spill or a hazardous chemical field. In this case, the moving robots are equipped with not only sensors but with actuators releasing neutralizing chemical so that the shape of the polluted region is controlled. The proposed algorithm is based only on information about the closest neighbours of each sensor. The moving region is of an arbitrary shape and not known to the sensors a priori. We give mathematically rigorous proofs of asymptotic optimality and convergence with probability 1 of the proposed randomized algorithm.
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