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一种能量优化的传感器网络移动单点信号重建算法

n Optimizing Energy-Efficient Reconstruction of Mobile Point Source in Sensor Networks

中文摘要英文摘要

在信号处理领域,通过数据采样来估计原始信号的一组参数值是一个经典问题。现有对移动信号源的估计算法大都没有综合考虑采样之间存在的空间相关性,而目前基于空间相关性的研究成果往往难以扩展到移动信号源的环境。本文针对现有工作的不足,提出了一种基于空间相关性、能量优化的运动单点信号重建算法。该算法通过运动预测以及确定需要发送监测数据的最佳距离来降低网络通信量。

o obtain accurate information about the interested physical phenomenon, many nodes should be deployed and collaborated to extract data about the event source. This paper proposes a Low Power Self Scheduling protocol for mobile point source reconstruction. The motivation is clear, provide high level QoS (reconstruction distortion) and reduce energy consumption. This paper first obtains a distance to the event source, in which all sensing reports are collected to minimize the reconstruction distortion. This distance is relatively constant under different network densities. Then the mobility of event source is considered. Sensor nodes are self-scheduled to join or leave the representative nodes group, which guarantee those appropriate nodes will always be the group member. Simulation validates the effectiveness of the presented scheme.

赵明

通信无线通信电子技术应用

能量优化重建失真单点信号运动传感器网络

energy efficientreconstruction distortionpoint sourcemobilitysensor networks

赵明.一种能量优化的传感器网络移动单点信号重建算法[EB/OL].(2013-02-28)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/201302-513.点此复制

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