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