文章基本信息

标题：A COMPREHENSIVE REVIEW ON THE IMPACT OF COMPRESSED SENSING IN WIRELESS SENSOR NETWORKS
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作者：G. Edwin Prem Kumar ; K. Baskaran ; R. Elijah Blessing 等
期刊名称：International Journal on Smart Sensing and Intelligent Systems
印刷版ISSN：1178-5608
出版年度：2016
卷号：9
期号：2
页码：818-844
出版社：Massey University
摘要：Sensor networking is a promising technology that facilitates the monitoring of the physical world using tiny, inexpensive wireless devices that are spatially distributed across a wide region. These networks are highly constrained in power, computational capacities and memory. Incorporation of techniques based on the concept of Compressed Sensing (CS) which aims to encode sparse signals using a much lower sampling rate than the traditional Nyquist approach has revolutionized the wireless network scenarios. An exhaustive survey on the impact and applications of CS in WSN and research challenges has been presented in this paper.
关键词：Compressed Sensing; Data Aggregation; Data Recovery; Distributed Compressed Sensing; Kronecker Compressed Sensing; Wireless Sensor Networks