Selfish random access over wireless channels with multipacket reception

Hazer Inaltekin, Mung Chiang, H. Vincent Poor, Stephen B. Wicker

Research output: Contribution to journalArticle

10 Scopus citations

Abstract

This paper analyzes layer 2 contention resolution strategies for wireless networks with multipacket reception by using noncooperative game theory. Necessary and sufficient conditions are obtained for a strategy profile to be a Nash equilibrium. Applications of the derived equilibrium conditions to predict selfish behavior and the resulting equilibrium performance are illustrated in specific communication scenarios along with various design insights. The collective equilibrium behavior of wireless networks with large user populations is also studied, and a Poisson-Bernoulli type approximation is obtained for the total number of packet arrivals. Finally, random access control with imperfect information structure is considered, the form of equilibrium strategies as well as uniqueness and existence results for general wireless channel models are obtained, and the best-response learning dynamics achieving an equilibrium are illustrated in specific instances.

Original languageEnglish (US)
Article number6117769
Pages (from-to)138-152
Number of pages15
JournalIEEE Journal on Selected Areas in Communications
Volume30
Issue number1
DOIs
StatePublished - Jan 1 2012

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Keywords

  • Slotted ALOHA
  • contention resolution
  • game theory
  • medium access control
  • multipacket reception

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