传感技术学报Issue(10)：1446-1452,7.DOI:10.3969/j.issn.1004-1699.2013.10.024
WSN中的分布式压缩感知
Distributed Compressive Sensing in WSN
吕方旭 1张金成 1石洪君 2王泉 1王钰1
作者信息
- 1. 空军工程大学防空反导学院，西安710051
- 2. 空军大连通信士官学校信息网络系，辽宁 大连116600
- 折叠
摘要
Abstract
In order to solve the problem of sampling with Compressive Sensing ( CS ) in Wireless Sensor Network ( WSN) ,the method of Randomly Compressive Sampling is studied,which uses Timer to control Analogy to Digital Converter. The experimental results show that the method is effective and feasible. On the basis of this, a new algorithm of Distributed Compressive Sensing in WSN is proposed, which realizes Distributed Compressive Sampling through distributing the random sequence. Then the algorithm of CoSaMP was used to reconstruct original signal with the joined sampling values. Simulation and experiment show that the proposed method can achieve analogy signal collection with a sampling frequency below 1/10 percentage of standard sampling frequency in a star network topology.关键词
无线传感器网络/压缩感知/随机压缩采样/分布式压缩感知Key words
wireless sensor network/compressive sensing/randomly compressive sampling/distributed compressive分类
信息技术与安全科学引用本文复制引用
吕方旭,张金成,石洪君,王泉,王钰..WSN中的分布式压缩感知[J].传感技术学报,2013,(10):1446-1452,7.
