DocumentCode :
3400766
Title :
Simple Median based information fusion in wireless sensor network
Author :
Singhal, Deepti ; Garimella, Rama Murthy
Author_Institution :
Int. Inst. of Inf. Technol., Hyderabad, India
fYear :
2012
fDate :
10-12 Jan. 2012
Firstpage :
1
Lastpage :
7
Abstract :
The accuracy of a system is measured by the deviation of the system´s results from the actual results. Information fusion deals with the combination of information from same source or different sources to obtain improved fused estimate with greater quality or greater relevance. As larger amount of sensors are deployed in harsher environment, it is important that sensor fusion techniques are robust and fault-tolerant, so that they can handle uncertainty and faulty sensor readouts. The sensor nodes in Wireless Sensor Network (WSN) are constrained with computation and communication resources, and efforts are required to increase the performance measures of the network. Thus sensor fusion techniques should be simple with less computation complexity. In this paper we propose a novel Median based sensor fusion function named D function. It is shown that the proposed D function satisfies the lipschitz condition. Paper also presents some of the ideas which can open new areas for research in fusion problem.
Keywords :
communication complexity; sensor fusion; wireless sensor networks; D function; computation complexity; fault tolerant; faulty sensor readout handling; information fusion; lipschitz condition; median; performance measure; sensor fusion technique; uncertainty sensor readout handling; wireless sensor network; Computers; Entropy; Random variables; Sensor fusion; Uncertainty; Wireless sensor networks; Median; Sensor Fusion; Wireless Sensor Network;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Communication and Informatics (ICCCI), 2012 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4577-1580-8
Type :
conf
DOI :
10.1109/ICCCI.2012.6158913
Filename :
6158913
Link To Document :
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