无线传感器网络压缩感知采用八卦配对算法和优化算法

Juan Martinez, José Mejía, B. Mederos
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引用次数: 3

摘要

在无线传感器网络中,要从任意节点获取信息,每个节点都必须知道整个网络的状态,这导致通信和信息存储的能量成本很高。在本文中,我们评估了一种从WSN的任意节点请求信息的恢复方法,该方法使用压缩感知来压缩待存储和传输的数据,并使用八卦配对算法来确定网络状态。为了恢复压缩后的信息,提出了两种优化算法,并对收敛误差进行了测试。
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Compress sensing for wireless sensor networks using gossip pairwise algorithm and optimization algorithms
For retrieving information in a wireless sensor network (WSN) from any node, each node must know the status of the entire network, leading to a high cost of energy in communication and information storage. In this paper, we evaluated a recovery method to request information from any node of a WSN with the use of compress sensing to compact the data to be stored and transmitted, and the use of a gossip pairwise algorithm to determine the network status. To recover the compressed information, two optimization algorithms are proposed and tested for convergence errors.
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