An energy-efficient transmission approach using compressed sensing

Document Type

Article

Publication Date

1-1-2018

Abstract

In the process of transmission in wireless sensor networks (WSN), a vital problem is that a centre region close to the sink will form in which sensors have to cost vast amount of energy. To communicate in an energy-efficient manner, compressed sensing (CS) has been employed gradually. However, the performance of plain CS is significantly dependant on the specific data gathering strategy in practice. In this paper, we propose an energy-efficient data gathering scheme based on regionalisation CS. Subsequently, advanced methods for practical applications are considered. Experiments reveal that our scheme outperforms distributed CS, the straight forward and the mixed schemes by comparing different parameters of the data package, and the considered methods also guarantee its feasibility.

DOI

10.1504/IJSNET.2018.093130

Publication Title

International Journal of Sensor Networks

Volume Number

27

Issue Number

3

First Page

172

Last Page

179

ISSN

17481279

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