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基于分簇门限反馈的机会波束成形算法研究

陈兴旺 许小东

电子学报2016,Vol.44Issue(8):1947-1955,9.
电子学报2016,Vol.44Issue(8):1947-1955,9.DOI:10.3969/j.issn.0372-2112.2016.08.025

基于分簇门限反馈的机会波束成形算法研究

OrthogonaI Random Beamforming Based on CIustering and Feedback ThreshoId

陈兴旺 1许小东1

作者信息

  • 1. 中国科学院无线光电通信重点实验室,中国科学技术大学信息科学技术学院,安徽合肥230027
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摘要

Abstract

This paper considers how to obtain the maximum sum-rates by using the orthogonal random beamforming (ORBF)technique under the constraint on the average number of feedback users in the context of facing inter-beam interfer-ence scenarios.Aiming to solve this problem,a novel ORBF algorithm based on clustering and feedback threshold is pro-posed.The users are divided into multiple clusters according to their SNRs.The corresponding feedback threshold in each cluster is calculated by the tool of extreme value theory.Finally,the new ORBF algorithm is constructed based on clustering and multiple thresholds.We make some theoretical analysis on the algorithm and derive the upper bound of sum-rates loss;the scaling law of multiuser diversity gain is also exhibited.Simulation results not only verify the validity of our analysis but also show that,when compared with the classical ORBF technique,the proposed algorithm can considerably reduce the feed-back load with a good sum-rates performance.

关键词

机会波束成形/波束间干扰/分簇/反馈门限

Key words

random beamforming/inter-beam interference/clustering/feedback threshold

分类

信息技术与安全科学

引用本文复制引用

陈兴旺,许小东..基于分簇门限反馈的机会波束成形算法研究[J].电子学报,2016,44(8):1947-1955,9.

基金项目

国家863高技术发展研究计划(No.2012AA01A502);国家自然科学基金 ()

电子学报

OA北大核心CSCDCSTPCD

0372-2112

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