Energy Conservation in WSNs: A Collaborative Information Processing Approach

被引：0
|
作者：
Hefeida, Mohamed S. [1 ]
Khokhar, Ashfaq [2 ]
机构：
[1] Univ Illinois, Dept Elect & Comp Engn, Chicago, IL 60607 USA
[2] IIT, Dept Elect & Comp Engn, Chicago, IL 60616 USA
来源：
2014 INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE (IWCMC) | 2014年
关键词：
Sensor networks; data aggregation; collaborative signal and information processing; collaborative spectrum sensing; cognitive radio networks; SENSOR NETWORKS; MAC PROTOCOL;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
We revisit the problem of data redundancy in Wireless Sensor Networks (WSNs) from a Collaborative Signal and Information Processing (CSIP) perspective. We propose an Information Processing and Communication Reduction (IPCR) scheme that utilizes spectrum sensing to detect and eliminate data redundancy. IPCR adapts its functionality according to data-space correlations and is independent of spatial and temporal field correlations. Its operation is also independent of the underlying Medium Access Control (MAC) scheme and does not require location information. Compared to spatial/temporal correlation-based signal and information processing techniques, IPCR can achieve up to N-fold reduction in communication complexity, where N is the number of nodes in a neighborhood.
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页码：1118 / 1123
页数：6
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