1-Bit Compressive Data Gathering for Wireless Sensor Networks
Joint Authors
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-05-15
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
Compressive sensing (CS) has been widely used in wireless sensor networks for the purpose of reducing the data gathering communication overhead in recent years.
In this paper, we firstly apply 1-bit compressive sensing to wireless sensor networks to further reduce the communication overhead that each sensor needs to send.
Furthermore, we propose a novel blind 1-bit CS reconstruction algorithm which outperforms other state-of-the-art blind 1-bit CS reconstruction algorithms under the settings of WSN.
Experimental results on real sensor datasets demonstrate the efficiency of our method.
American Psychological Association (APA)
Xiong, Jiping& Tang, Qinghua. 2014. 1-Bit Compressive Data Gathering for Wireless Sensor Networks. Journal of Sensors،Vol. 2014, no. 2014, pp.1-8.
https://search.emarefa.net/detail/BIM-1042981
Modern Language Association (MLA)
Xiong, Jiping& Tang, Qinghua. 1-Bit Compressive Data Gathering for Wireless Sensor Networks. Journal of Sensors No. 2014 (2014), pp.1-8.
https://search.emarefa.net/detail/BIM-1042981
American Medical Association (AMA)
Xiong, Jiping& Tang, Qinghua. 1-Bit Compressive Data Gathering for Wireless Sensor Networks. Journal of Sensors. 2014. Vol. 2014, no. 2014, pp.1-8.
https://search.emarefa.net/detail/BIM-1042981
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1042981