Evolutionary games in wireless networks

Hamidou Tembine; Eitan Altman; Rachid El-Azouzi; Yezekael Hayel

doi:10.1109/TSMCB.2009.2034631

Evolutionary games in wireless networks

Hamidou Tembine, Eitan Altman, Rachid El-Azouzi, Yezekael Hayel

Electrical Engineering

Research output: Contribution to journal › Article › peer-review

Abstract

We consider a noncooperative interaction among a large population of mobiles that interfere with each other through many local interactions. The first objective of this paper is to extend the evolutionary game framework to allow an arbitrary number of mobiles that are involved in a local interaction. We allow for interactions between mobiles that are not necessarily reciprocal. We study 1) multiple-access control in a slotted Aloha-based wireless network and 2) power control in wideband code-division multiple-access wireless networks. We define and characterize the equilibrium (called evolutionarily stable strategy) for these games and study the influence of wireless channels and pricing on the evolution of dynamics and the equilibrium.

Original language	English (US)
Article number	5345810
Pages (from-to)	634-646
Number of pages	13
Journal	IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Volume	40
Issue number	3
DOIs	https://doi.org/10.1109/TSMCB.2009.2034631
State	Published - Jun 2010

Keywords

Evolutionarily stable strategy (ESS)
Evolutionary game
Slotted Aloha
Wideband code-division multiple access (W-CDMA)

ASJC Scopus subject areas

Control and Systems Engineering
Software
Information Systems
Human-Computer Interaction
Computer Science Applications
Electrical and Electronic Engineering

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10.1109/TSMCB.2009.2034631

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title = "Evolutionary games in wireless networks",

abstract = "We consider a noncooperative interaction among a large population of mobiles that interfere with each other through many local interactions. The first objective of this paper is to extend the evolutionary game framework to allow an arbitrary number of mobiles that are involved in a local interaction. We allow for interactions between mobiles that are not necessarily reciprocal. We study 1) multiple-access control in a slotted Aloha-based wireless network and 2) power control in wideband code-division multiple-access wireless networks. We define and characterize the equilibrium (called evolutionarily stable strategy) for these games and study the influence of wireless channels and pricing on the evolution of dynamics and the equilibrium.",

keywords = "Evolutionarily stable strategy (ESS), Evolutionary game, Slotted Aloha, Wideband code-division multiple access (W-CDMA)",

author = "Hamidou Tembine and Eitan Altman and Rachid El-Azouzi and Yezekael Hayel",

note = "Funding Information: Manuscript received December 30, 2008; revised June 15, 2009. First published December 4, 2009; current version published June 16, 2010. This work was supported in part by the European Commission within the framework of the Biologically Inspired Network and Services Project IST-FET-SAC-FP6-027748 (http://www.bionets.eu) and in part by the Institut National de Recherche en Informatique et en Automatique Action de Recherche Collaborative (Collaborative Research Initiatives) program for collaborative research Populations, Game, Theory, and Evolution. This paper was recommended by Associate Editor T. Vasilakos.",

year = "2010",

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doi = "10.1109/TSMCB.2009.2034631",

language = "English (US)",

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AU - Tembine, Hamidou

AU - Altman, Eitan

AU - El-Azouzi, Rachid

AU - Hayel, Yezekael

N1 - Funding Information: Manuscript received December 30, 2008; revised June 15, 2009. First published December 4, 2009; current version published June 16, 2010. This work was supported in part by the European Commission within the framework of the Biologically Inspired Network and Services Project IST-FET-SAC-FP6-027748 (http://www.bionets.eu) and in part by the Institut National de Recherche en Informatique et en Automatique Action de Recherche Collaborative (Collaborative Research Initiatives) program for collaborative research Populations, Game, Theory, and Evolution. This paper was recommended by Associate Editor T. Vasilakos.

PY - 2010/6

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N2 - We consider a noncooperative interaction among a large population of mobiles that interfere with each other through many local interactions. The first objective of this paper is to extend the evolutionary game framework to allow an arbitrary number of mobiles that are involved in a local interaction. We allow for interactions between mobiles that are not necessarily reciprocal. We study 1) multiple-access control in a slotted Aloha-based wireless network and 2) power control in wideband code-division multiple-access wireless networks. We define and characterize the equilibrium (called evolutionarily stable strategy) for these games and study the influence of wireless channels and pricing on the evolution of dynamics and the equilibrium.

AB - We consider a noncooperative interaction among a large population of mobiles that interfere with each other through many local interactions. The first objective of this paper is to extend the evolutionary game framework to allow an arbitrary number of mobiles that are involved in a local interaction. We allow for interactions between mobiles that are not necessarily reciprocal. We study 1) multiple-access control in a slotted Aloha-based wireless network and 2) power control in wideband code-division multiple-access wireless networks. We define and characterize the equilibrium (called evolutionarily stable strategy) for these games and study the influence of wireless channels and pricing on the evolution of dynamics and the equilibrium.

KW - Evolutionarily stable strategy (ESS)

KW - Evolutionary game

KW - Slotted Aloha

KW - Wideband code-division multiple access (W-CDMA)

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Evolutionary games in wireless networks

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Keywords

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