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10.1109/SSP.2007.4301307guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
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Joint Antenna and User Selection Algorithm for Uplink of Multiuser MIMO Systems using Sequential Monte Carlo Optimization

Published: 26 August 2007 Publication History

Abstract

A cross-layer optimization design is developed for the uplink of multiuser multiple-input multiple-output (MIMO) systems, in which the user-based selection scheduling is executed at the medium access control (MAC) layer, while the antenna selection is performed at the physical (PHY) layer. In order to obtain the optimal cross-layer design, a framework based on sequential Monte Carlo (SMC) optimization is presented to jointly consider the user and antenna selection. With the proposed joint user and antenna selection algorithm, the sum capacity of the multiuser MIMO uplink converges to within 99% of that obtained by exhaustive search method, while the complexity is substantial low.

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  • (2008)Particle Filter with Swarm Move for OptimizationProceedings of the 10th International Conference on Parallel Problem Solving from Nature --- PPSN X - Volume 519910.5555/2951659.2951754(909-918)Online publication date: 13-Sep-2008
  1. Joint Antenna and User Selection Algorithm for Uplink of Multiuser MIMO Systems using Sequential Monte Carlo Optimization

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    cover image Guide Proceedings
    SSP '07: Proceedings of the 2007 IEEE/SP 14th Workshop on Statistical Signal Processing
    August 2007
    801 pages
    ISBN:9781424411979

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    IEEE Computer Society

    United States

    Publication History

    Published: 26 August 2007

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    • (2008)Particle Filter with Swarm Move for OptimizationProceedings of the 10th International Conference on Parallel Problem Solving from Nature --- PPSN X - Volume 519910.5555/2951659.2951754(909-918)Online publication date: 13-Sep-2008

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