Energy efficient communications in CDMA networks: A game theoretic analysis considering operating costs

Sharon M. Betz; H. Vincent Poor

doi:10.1109/TSP.2008.929118

Energy efficient communications in CDMA networks: A game theoretic analysis considering operating costs

Sharon M. Betz, H. Vincent Poor

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

49 Scopus citations

Abstract

A game-theoretic analysis is used to study the effects of receiver choice and transmit power on the energy efficiency of communications in cellular, multi-hop, and peer-to-peer networks in which the nodes communicate using direct-sequence code-division multiple access (DS-CDMA). The unique Nash equilibrium of the game in which the network nodes can choose their receivers as well as their transmit powers to maximize the total number of bits they transmit per unit of energy spent (including both transmit and operating energy) is derived. The energy efficiencies resulting from the use of different linear multiuser receivers in this context are compared for the noncooperative game. Significant gains in energy efficiency are observed when the linear minimum mean-square error (MMSE) receiver is used instead of conventional matched filter receivers.

Original language	English (US)
Pages (from-to)	5181-5190
Number of pages	10
Journal	IEEE Transactions on Signal Processing
Volume	56
Issue number	10 II
DOIs	https://doi.org/10.1109/TSP.2008.929118
State	Published - 2008

All Science Journal Classification (ASJC) codes

Signal Processing
Electrical and Electronic Engineering

Keywords

Cross-layer design
Energy efficiency
Game theory
Nash equilibrium
Utility function

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10.1109/TSP.2008.929118

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title = "Energy efficient communications in CDMA networks: A game theoretic analysis considering operating costs",

abstract = "A game-theoretic analysis is used to study the effects of receiver choice and transmit power on the energy efficiency of communications in cellular, multi-hop, and peer-to-peer networks in which the nodes communicate using direct-sequence code-division multiple access (DS-CDMA). The unique Nash equilibrium of the game in which the network nodes can choose their receivers as well as their transmit powers to maximize the total number of bits they transmit per unit of energy spent (including both transmit and operating energy) is derived. The energy efficiencies resulting from the use of different linear multiuser receivers in this context are compared for the noncooperative game. Significant gains in energy efficiency are observed when the linear minimum mean-square error (MMSE) receiver is used instead of conventional matched filter receivers.",

keywords = "Cross-layer design, Energy efficiency, Game theory, Nash equilibrium, Utility function",

author = "Betz, {Sharon M.} and Poor, {H. Vincent}",

note = "Funding Information: Manuscript received October 12, 2007; revised May 23, 2007. First published August 1, 2008; current version published September 17, 2008. The associate editor coordinating the review of this paper and approving it for publication was Dr. Sergiy A. Vorobyov. This work was supported in part by the Air Force Research Laboratory under Cooperative Agreement No. FA8750-06-1-0252, the Defense Advanced Research Projects Agency Grant HR0011-06-1-0052, and the National Science Foundation under Grants ANI-03-38807 and CNS-06-25637, and in part by a graduate fellowship from the Intel Corporation.",

year = "2008",

doi = "10.1109/TSP.2008.929118",

language = "English (US)",

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PY - 2008

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N2 - A game-theoretic analysis is used to study the effects of receiver choice and transmit power on the energy efficiency of communications in cellular, multi-hop, and peer-to-peer networks in which the nodes communicate using direct-sequence code-division multiple access (DS-CDMA). The unique Nash equilibrium of the game in which the network nodes can choose their receivers as well as their transmit powers to maximize the total number of bits they transmit per unit of energy spent (including both transmit and operating energy) is derived. The energy efficiencies resulting from the use of different linear multiuser receivers in this context are compared for the noncooperative game. Significant gains in energy efficiency are observed when the linear minimum mean-square error (MMSE) receiver is used instead of conventional matched filter receivers.

AB - A game-theoretic analysis is used to study the effects of receiver choice and transmit power on the energy efficiency of communications in cellular, multi-hop, and peer-to-peer networks in which the nodes communicate using direct-sequence code-division multiple access (DS-CDMA). The unique Nash equilibrium of the game in which the network nodes can choose their receivers as well as their transmit powers to maximize the total number of bits they transmit per unit of energy spent (including both transmit and operating energy) is derived. The energy efficiencies resulting from the use of different linear multiuser receivers in this context are compared for the noncooperative game. Significant gains in energy efficiency are observed when the linear minimum mean-square error (MMSE) receiver is used instead of conventional matched filter receivers.

KW - Cross-layer design

KW - Energy efficiency

KW - Game theory

KW - Nash equilibrium

KW - Utility function

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JO - IEEE Transactions on Signal Processing

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Energy efficient communications in CDMA networks: A game theoretic analysis considering operating costs

Abstract

All Science Journal Classification (ASJC) codes

Keywords

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