Title :
Bayesian game based power control scheme for inter-WBAN interference mitigation
Author :
Lei Zou ; Bin Liu ; Chang Chen ; Chang Wen Chen
Author_Institution :
CAS Key Lab. of Electromagn. Space Inf., Univ. of Sci. & Technol. of China, Hefei, China
Abstract :
Wireless body area network (WBAN) is an emerging technology that provides socialized health monitoring service. However, the quality of service can be severely degraded by concomitant inter-WBAN interference in some specific environments where multiple WBANs are densely deployed, e.g., hospitals and senior citizen communities. In this work, we propose a Bayesian game based power control scheme to mitigate the impact of inter-WBAN interference. By modeling WBANs as players and active links as types of players in the Bayesian game model, the proposed power control scheme tries to maximize each player´s expected payoff involving both throughput and energy efficiency. We prove the existence of Bayesian equilibrium (BE) for the proposed power control game and also derive a practical sufficient condition for the uniqueness of BE. A harmonic mean based algorithm is then proposed to obtain an approximation of BE point without the need to pass message among WBANs, which satisfies the non-cooperative manner for inter-WBAN interference mitigation. Simulation results show that the proposed algorithm can converge to the BE point effectively.
Keywords :
Bayes methods; body area networks; energy conservation; power control; quality of service; radiofrequency interference; Bayesian equilibrium; Bayesian game; active links; concomitant inter-WBAN interference; energy efficiency; harmonic mean; inter-WBAN interference mitigation; noncooperative manner; power control scheme; quality of service; throughput efficiency; wireless body area network; Approximation algorithms; Bayes methods; Games; Interference; Power control; Signal to noise ratio; Throughput; Bayesian Game; Power Control; WBAN;
Conference_Titel :
Global Communications Conference (GLOBECOM), 2014 IEEE
Conference_Location :
Austin, TX
DOI :
10.1109/GLOCOM.2014.7036814