Title: Type-2 fuzzy logic based energy-efficient transceiver resource schedule in multi-radio WSNs

Authors: Wei Peng; Dongyan Chen; Wenhui Sun; Chengdong Li; Guiqing Zhang

Addresses: School of Information and Electrical Engineering, Shandong Jianzhu University, Jinan, 250101, China; The Key Laboratory of Intelligent Buildings Technology of Shandong Province, Shandong Jianzhu University, Jinan, 250101, China ' School of Control Science and Engineering, Shandong University, Jinan, 250061, China ' School of Control Science and Engineering, Shandong University, Jinan, 250061, China ' School of Information and Electrical Engineering, Shandong Jianzhu University, Jinan, 250101, China; The Key Laboratory of Intelligent Buildings Technology of Shandong Province, Shandong Jianzhu University, Jinan, 250101, China ' School of Information and Electrical Engineering, Shandong Jianzhu University, Jinan, 250101, China; The Key Laboratory of Intelligent Buildings Technology of Shandong Province, Shandong Jianzhu University, Jinan, 250101, China

Abstract: Inspired by the type-2 fuzzy logic (T2FL), the energy-efficient radio resource schedule mechanism is proposed to deal with the multi-radio resources management problem in MRWSNs. Firstly, three important models, including channel quality estimation (CQE) model, radio energy dissipation model and residual energy model, are established and analysed. Then using the three important factors as the input variables, the selection probability of each transceiver as output variable, the T2FL based energy-efficient radio resource schedule scheme is designed. Moreover, both experimental and simulation results indicate that the proposed schedule mechanism can effectively improve the network performance, such as throughput, energy efficiency, the success rate of data transmission, etc.

Keywords: multi radio resource; WSN; wireless sensor network; type-2 fuzzy; energy-efficient; transceiver schedule.

DOI: 10.1504/IJAHUC.2019.103133

International Journal of Ad Hoc and Ubiquitous Computing, 2019 Vol.32 No.3, pp.197 - 209

Received: 23 Dec 2017
Accepted: 25 Jun 2018
Published online: 21 Oct 2019 *

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