DocumentCode
179014
Title
A Contention-Based Transmission Strategy for Distributed Detection Based on Wireless Sensor Network
Author
Xiangyang Liu ; Yang Wang ; Donghong Xie
Author_Institution
Xi´an Commun. Inst., Xi´an, China
fYear
2014
fDate
15-16 June 2014
Firstpage
14
Lastpage
18
Abstract
A channel-sharing method was proposed to improve the bandwidth and energy efficiency per detection task in wireless sensor network. The sensor nodes transmitted their log-likelihood ratios (LLR) to the fusion center in approximately descending order of the absolute value of their LLRs by modifying the value of backoff timer and frame interval according to the values of their LLRs. Simulation results show that, compared with the method using dedicated channels to transfer data to the fusion center, the occurrence of the discrepancy between the global decisions of the two methods is less than 50 per a million tests, and the channel bandwidth of the system is reduced toof the original. The proposed scheme can save transmissions more than 20%, compared with the optimum unconstrained energy approach. Therefore, the proposed method fulfills the evident decrease in communication bandwidth, at a very small cost of detection performance.
Keywords
probability; wireless sensor networks; backoff timer; channel bandwidth; channel sharing method; contention based transmission strategy; distributed detection; energy efficiency; frame interval; fusion center; log likelihood ratios; sensor nodes; wireless sensor network; Bandwidth; Delays; Energy efficiency; Error probability; Estimation; Simulation; Wireless sensor networks; Contention-based Ordered Transmission; Distributed Detection; Media Access Control;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Design and Engineering Applications (ISDEA), 2014 Fifth International Conference on
Conference_Location
Hunan
Print_ISBN
978-1-4799-4262-6
Type
conf
DOI
10.1109/ISDEA.2014.12
Filename
6977535
Link To Document