Title: Performance analysis of non-exhaustive wireless sensor networks based on queueing theory

Authors: Jian Cao; Zhanyou Ma; Shanshan Guo; Xiangran Yu

Addresses: School of Science, Yanshan University, Qinhuangdao, Hebei, 066004, China ' School of Science, Yanshan University, Qinhuangdao, Hebei, 066004, China ' School of Science, Yanshan University, Qinhuangdao, Hebei, 066004, China ' School of Science, Yanshan University, Qinhuangdao, Hebei, 066004, China

Abstract: An operation mechanism of wireless sensor networks with non-exhaustive service, multiple adaptive sleep and wake-up strategies is presented on the basis of the queueing theory. The operation mechanism is proposed to dominate the workload of the necessary topology maintenance and reduce the energy consumption. The wireless sensor networks are modelled as a complex discrete-time queueing system. We derive the probability generating functions of the number of the data packets, the access delay, and we obtain the expressions of the mean number of the data packets, the mean response time, the utilisation rate and the throughput, etc. The sensitivity analyses of the performance measures are presented by the numerical experiments. Furthermore, the mathematical analyses are made on the energy consumption. Nash equilibrium and the social optimisation strategies are analysed in detail on the utility by using game theory.

Keywords: wireless sensor networks; queueing theory; non-exhaustive; regeneration cycle method; energy consumption; strategy.

DOI: 10.1504/IJCNDS.2020.104748

International Journal of Communication Networks and Distributed Systems, 2020 Vol.24 No.2, pp.186 - 213

Received: 21 May 2018
Accepted: 28 Sep 2018
Published online: 30 Jan 2020 *

Full-text access for editors Full-text access for subscribers Purchase this article Comment on this article