Joint access point selection and power allocation for uplink wireless networks

Mingyi Hong, Alfredo Garcia, Jorge Barrera, Stephen G. Wilson

Research output: Contribution to journalArticlepeer-review

15 Scopus citations

Abstract

We consider the distributed uplink resource allocation problem in a multi-carrier wireless network with multiple access points (APs). Each mobile user can optimize its own transmission rate by selecting a suitable AP and by controlling its transmit power. Our objective is to devise suitable algorithms by which mobile users can jointly perform these tasks in a distributed manner. Our approach relies on a game theoretic formulation of the joint power control and AP selection problem. In the proposed game, each user is a player with an associated strategy containing a discrete variable (the AP selection decision) and a continuous vector (the power allocation among multiple channels). We provide characterizations of the Nash Equilibrium of the proposed game. We present a novel algorithm named Joint Access Point Selection and Power Allocation (JASPA) and its various extensions (with different update schedules) that allow the users to efficiently optimize their rates. Finally, we study the properties of the proposed algorithms as well as their performance via extensive simulations.

Original languageEnglish (US)
Article number6484192
Pages (from-to)3334-3347
Number of pages14
JournalIEEE Transactions on Signal Processing
Volume61
Issue number13
DOIs
StatePublished - Jun 21 2013

Keywords

  • Access point selection
  • MAC channel
  • power allocation
  • resource management
  • wireless networks

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