移动机器人辅助下的无线传感器网络协同定位

Hai Dan, Zhang Hui, Xiao Junhao, Zheng Zhiqiang
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引用次数: 5

摘要

定位是无线传感器网络应用中的一个关键问题。引入移动机器人以协作的方式对传感器节点进行定位。具体来说,我们认为传感器可以提供它们之间的距离测量。结合机器人和无线传感器网络的特点,将定位策略设定为集中式和分布式的混合形式。该算法能有效地融合系统的多个测量值,形成保守的协方差估计,并能很好地避免过度自信问题。在贝叶斯框架中描述了该算法,仿真结果证明了该算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cooperate localization of a Wireless Sensor Network (WSN) aided by a mobile robot
Localization is an essential problem for application of Wireless Sensor Network (WSN). We introduce a mobile robot to localize the sensor nodes in cooperative way. Specifically, we consider sensors would provide range measurements between themselves. The localization strategy was set to be a mixed form of centralized and distributed manner considering the character of robot and WSN. The algorithm can efficiently fuse multiple measurements of the system to form conservative covariance estimates and avoid over-confident problem properly. The algorithm was described in a Bayes framework and proved to be efficient in simulation result.
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