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Coordinated port selection and beam steering optimization in a multi-cell distributed antenna system using semidefinite relaxation

  • Talha Ahmad*
  • , Ramy H. Gohary
  • , Halim Yanikomeroglu
  • , Saad Al-Ahmadi
  • , Gary Boudreau
  • *Corresponding author for this work

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

17 Scopus citations

Abstract

In this paper, we consider coordinated downlink transmission in a cellular system wherein each base station (BS) has multiple geographically dispersed antenna ports. Each port uses a fixed transmit power and the goal of the BSs is to collectively determine the subset of ports and the corresponding beam steering coefficients that maximize the minimum signal-to-interference-plus- noise ratio observed by the user terminals. This problem is NP-hard. To circumvent this difficulty, a two-stage polynomial-complexity technique that relies on semidefinite relaxation and Gaussian randomization is developed. It is shown that, for the considered scenarios, the port state vectors and beam steering coefficients generated by the proposed technique yield a performance comparable to that yielded by exhaustive search, but with a significantly less computational complexity. It is also shown that the proposed technique results in significant power savings when compared with other transmission strategies proposed in the literature.

Original languageEnglish
Article number6166335
Pages (from-to)1861-1871
Number of pages11
JournalIEEE Transactions on Wireless Communications
Volume11
Issue number5
DOIs
StatePublished - May 2012

Bibliographical note

Funding Information:
Manuscript received June 30, 2011; revised November 11, 2011; accepted December 23, 2011. The associate editor coordinating the review of this paper and approving it for publication was Y. J. Zhang. T. Ahmad, R.H. Gohary, and H. Yanikomeroglu are with the Department of Systems and Computer Engineering, Carleton University, Ottawa, Ontario, Canada (e-mail: {tahmad,gohary,halim}@sce.carleton.ca). S. Al-Ahmadi is with the Electrical Engineering Department, King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia (e-mail: [email protected]). G. Boudreau is with Ericsson Canada, Ottawa, Ontario, Canada (e-mail: [email protected]). This work was supported in part by Research In Motion Limited, in part by the Natural Sciences and Engineering Research Council (NSERC) of Canada, and the NSERC CGS M award. A preliminary version of this work has been accepted to the 2012 IEEE International Conference on Communications. Digital Object Identifier 10.1109/TWC.2012.030512.111256

Keywords

  • Distributed antenna systems
  • Gaussian randomization
  • beam steering optimization
  • multi-cell coordination
  • port selection
  • remote radio heads
  • semidefinite relaxation

ASJC Scopus subject areas

  • Computer Science Applications
  • Electrical and Electronic Engineering
  • Applied Mathematics

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