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
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;
Conference_Titel :
Intelligent Systems Design and Engineering Applications (ISDEA), 2014 Fifth International Conference on
Conference_Location :
Hunan
Print_ISBN :
978-1-4799-4262-6
DOI :
10.1109/ISDEA.2014.12