Energy-Efficient Data Acquisition in Wireless Sensor Networks through Spatial Correlation
Energy-Efficient Data Acquisition in Wireless Sensor Networks through Spatial Correlation
The application of Wireless Sensor Networks (WSNs) is restrained by their often-limited lifetime. A sensor node's lifetime is fundamentally linked to the volume of data that it senses, processes and reports. Spatial correlation between sensor nodes is an inherent phenomenon to WSNs, induced by redundant nodes which report duplicated information. In this paper, we report on the design of a distributed sampling scheme referred to as the 'Virtual Sampling Scheme' (VSS). This scheme is formed from two components: an algorithm for forming virtual clusters, and a distributed sampling method. VSS primarily utilizes redundancy of sensor nodes to get only a subset to sense the environment at any one time. Sensor nodes that are not sensing the environment are in a low-power sleep state, thus conserving energy. Furthermore, VSS balances the energy consumption amongst nodes by using a round robin method.
1068-1073
Xun, Li
e7fc84b6-0533-4bd5-aa5a-0860f2ff3168
Shiqi, Tang
62423436-e545-43cf-8fa7-1c6dfe0de28b
Merrett, Geoff
89b3a696-41de-44c3-89aa-b0aa29f54020
White, Neil
c7be4c26-e419-4e5c-9420-09fc02e2ac9c
August 2011
Xun, Li
e7fc84b6-0533-4bd5-aa5a-0860f2ff3168
Shiqi, Tang
62423436-e545-43cf-8fa7-1c6dfe0de28b
Merrett, Geoff
89b3a696-41de-44c3-89aa-b0aa29f54020
White, Neil
c7be4c26-e419-4e5c-9420-09fc02e2ac9c
Xun, Li, Shiqi, Tang, Merrett, Geoff and White, Neil
(2011)
Energy-Efficient Data Acquisition in Wireless Sensor Networks through Spatial Correlation.
At IEEE Int'l Conf. Mechatronics and Automation (ICMA 2011)
IEEE Int'l Conf. Mechatronics and Automation (ICMA 2011), China.
07 - 10 Aug 2011.
.
Record type:
Conference or Workshop Item
(Paper)
Abstract
The application of Wireless Sensor Networks (WSNs) is restrained by their often-limited lifetime. A sensor node's lifetime is fundamentally linked to the volume of data that it senses, processes and reports. Spatial correlation between sensor nodes is an inherent phenomenon to WSNs, induced by redundant nodes which report duplicated information. In this paper, we report on the design of a distributed sampling scheme referred to as the 'Virtual Sampling Scheme' (VSS). This scheme is formed from two components: an algorithm for forming virtual clusters, and a distributed sampling method. VSS primarily utilizes redundancy of sensor nodes to get only a subset to sense the environment at any one time. Sensor nodes that are not sensing the environment are in a low-power sleep state, thus conserving energy. Furthermore, VSS balances the energy consumption amongst nodes by using a round robin method.
PDF PID133161-ICMA2011.pdf
- Accepted Manuscript
More information
Published date: August 2011
Additional Information:
Event Dates: 7-10 August 2011
Venue - Dates:
IEEE Int'l Conf. Mechatronics and Automation (ICMA 2011), China, 2011-08-07 - 2011-08-10
Organisations:
Electronic & Software Systems, EEE
Identifiers
Local EPrints ID: 272353
URI: https://eprints.soton.ac.uk/id/eprint/272353
PURE UUID: 0a11461e-81ec-4870-b785-527c6b98d2d3
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Date deposited: 01 Jun 2011 09:34
Last modified: 18 Jul 2017 06:25
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Contributors
Author:
Li Xun
Author:
Tang Shiqi
Author:
Geoff Merrett
Author:
Neil White
University divisions
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