1-Bit Compressive Data Gathering for Wireless Sensor Networks. (15th May 2014)
- Record Type:
- Journal Article
- Title:
- 1-Bit Compressive Data Gathering for Wireless Sensor Networks. (15th May 2014)
- Main Title:
- 1-Bit Compressive Data Gathering for Wireless Sensor Networks
- Authors:
- Xiong, Jiping
Tang, Qinghua - Other Names:
- Vasilakos Athanasios V. Academic Editor.
- Abstract:
- Abstract : 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.
- Is Part Of:
- Journal of sensors. Volume 2014(2014)
- Journal:
- Journal of sensors
- Issue:
- Volume 2014(2014)
- Issue Display:
- Volume 2014, Issue 2014 (2014)
- Year:
- 2014
- Volume:
- 2014
- Issue:
- 2014
- Issue Sort Value:
- 2014-2014-2014-0000
- Page Start:
- Page End:
- Publication Date:
- 2014-05-15
- Subjects:
- Detectors -- Periodicals
681.205 - Journal URLs:
- https://www.hindawi.com/journals/js/ ↗
- DOI:
- 10.1155/2014/805423 ↗
- Languages:
- English
- ISSNs:
- 1687-725X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD Digital store
- Ingest File:
- 17178.xml