Distributed wireless network utility maximization

Sina Firouzabadi; Daniel C. O'Neill; Andrea Goldsmith

doi:10.1109/CISS.2010.5464710

Distributed wireless network utility maximization

Sina Firouzabadi, Daniel C. O'Neill, Andrea Goldsmith

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Scopus citations

Abstract

We present a distributed algorithm for optimizing the rate-reliability tradeoff in wireless networks with randomly time-varying channels. The stochastic optimization is based on wireless network utility maximization, extended to incorporate dynamics at physical layer. The proposed algorithm enables a distributed implementation. We also verify the convergence of the proposed algorithm using Stochastic Approximation. The performance of the proposed algorithm and its convergence is illustrated via simulations.

Original language	English (US)
Title of host publication	2010 44th Annual Conference on Information Sciences and Systems, CISS 2010
DOIs	https://doi.org/10.1109/CISS.2010.5464710
State	Published - 2010
Event	44th Annual Conference on Information Sciences and Systems, CISS 2010 - Princeton, NJ, United States Duration: Mar 17 2010 → Mar 19 2010

Publication series

Name	2010 44th Annual Conference on Information Sciences and Systems, CISS 2010

Conference

Conference	44th Annual Conference on Information Sciences and Systems, CISS 2010
Country/Territory	United States
City	Princeton, NJ
Period	3/17/10 → 3/19/10

All Science Journal Classification (ASJC) codes

Information Systems
Information Systems and Management

Keywords

Network utility maximization
Stochastic approximation
Stochastic optimization
Wireless

Access to Document

10.1109/CISS.2010.5464710

Cite this

@inproceedings{26237801eb8a4bcb8a4a05affcd68870,

title = "Distributed wireless network utility maximization",

abstract = "We present a distributed algorithm for optimizing the rate-reliability tradeoff in wireless networks with randomly time-varying channels. The stochastic optimization is based on wireless network utility maximization, extended to incorporate dynamics at physical layer. The proposed algorithm enables a distributed implementation. We also verify the convergence of the proposed algorithm using Stochastic Approximation. The performance of the proposed algorithm and its convergence is illustrated via simulations.",

keywords = "Network utility maximization, Stochastic approximation, Stochastic optimization, Wireless",

author = "Sina Firouzabadi and O'Neill, \{Daniel C.\} and Andrea Goldsmith",

year = "2010",

doi = "10.1109/CISS.2010.5464710",

language = "English (US)",

isbn = "9781424474172",

series = "2010 44th Annual Conference on Information Sciences and Systems, CISS 2010",

booktitle = "2010 44th Annual Conference on Information Sciences and Systems, CISS 2010",

note = "44th Annual Conference on Information Sciences and Systems, CISS 2010 ; Conference date: 17-03-2010 Through 19-03-2010",

}

Firouzabadi, S, O'Neill, DC & Goldsmith, A 2010, Distributed wireless network utility maximization. in 2010 44th Annual Conference on Information Sciences and Systems, CISS 2010., 5464710, 2010 44th Annual Conference on Information Sciences and Systems, CISS 2010, 44th Annual Conference on Information Sciences and Systems, CISS 2010, Princeton, NJ, United States, 3/17/10. https://doi.org/10.1109/CISS.2010.5464710

TY - GEN

T1 - Distributed wireless network utility maximization

AU - Firouzabadi, Sina

AU - O'Neill, Daniel C.

AU - Goldsmith, Andrea

PY - 2010

Y1 - 2010

N2 - We present a distributed algorithm for optimizing the rate-reliability tradeoff in wireless networks with randomly time-varying channels. The stochastic optimization is based on wireless network utility maximization, extended to incorporate dynamics at physical layer. The proposed algorithm enables a distributed implementation. We also verify the convergence of the proposed algorithm using Stochastic Approximation. The performance of the proposed algorithm and its convergence is illustrated via simulations.

AB - We present a distributed algorithm for optimizing the rate-reliability tradeoff in wireless networks with randomly time-varying channels. The stochastic optimization is based on wireless network utility maximization, extended to incorporate dynamics at physical layer. The proposed algorithm enables a distributed implementation. We also verify the convergence of the proposed algorithm using Stochastic Approximation. The performance of the proposed algorithm and its convergence is illustrated via simulations.

KW - Network utility maximization

KW - Stochastic approximation

KW - Stochastic optimization

KW - Wireless

UR - https://www.scopus.com/pages/publications/77953727618

UR - https://www.scopus.com/inward/citedby.url?scp=77953727618&partnerID=8YFLogxK

U2 - 10.1109/CISS.2010.5464710

DO - 10.1109/CISS.2010.5464710

M3 - Conference contribution

AN - SCOPUS:77953727618

SN - 9781424474172

T3 - 2010 44th Annual Conference on Information Sciences and Systems, CISS 2010

BT - 2010 44th Annual Conference on Information Sciences and Systems, CISS 2010

T2 - 44th Annual Conference on Information Sciences and Systems, CISS 2010

Y2 - 17 March 2010 through 19 March 2010

ER -

Distributed wireless network utility maximization

Abstract

Publication series

Conference

All Science Journal Classification (ASJC) codes

Keywords

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