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传感器网络环境中基于采样数据分布式滤波的研究综述
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传感器网络环境中基于采样数据分布式滤波的研究综述
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Journal Article
传感器网络环境中基于采样数据分布式滤波的研究综述
2017
Overview
P393; 近年来,由大量具有感知、计算和通信能力的微型传感器组成的传感器网络越来越广泛地应用在生产及生活的方方面面.另一方面,随着微电子及数字信号技术的发展,利用采样数据的离散化的数字控制器或滤波器被普遍使用.为了反映这个新兴领域的最新进展,本文对传感器网络环境中基于采样数据分布式滤波的研究展开了综述.首先,综述了传感器网络中几种分布式滤波方法的研究进展.然后,针对不同的采样方式,详细总结了采样数据系统的控制与滤波问题的研究工作.随后,对目前已有的传感器网络基于采样数据的分布式滤波的研究结果进行了介绍.最后,对传感器网络环境中基于采样数据的分布式滤波方面未来可能的研究课题进行了展望.
Publisher
东华大学信息科学与技术学院,上海,201620%布鲁奈尔大学计算机科学系,阿克斯布里奇,UB8 3PH
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