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Channel tracking for massive MIMO systems with spatial-temporal basis expansion model

  • Jianwei Zhao
  • , Feifei Gao
  • , Weimin Jia
  • , Junhui Zhao
  • , Weile Zhang
  • Tsinghua University
  • High-Tech Institute of xi'An
  • Beijing Jiaotong University

科研成果: 书/报告/会议事项章节会议稿件同行评审

14 引用 (Scopus)

摘要

In this paper, we propose a new channel tracking method for massive multiple-input multiple-output (MIMO) systems under both the time-varying and spatial-varying circumstance. With spatial-temporal basis expansion model (ST-BEM), the channel information is decomposed into the spatial information and gain information, where the former is determined by the central angle as well as the angular spread of the incoming signal. We first blindly track the central angle by the extended Kalman filter (EKF) and obtain the angular spread through Taylor series expansion of the steering vector. Then, the channel gain information can be estimated with only a few pilot symbols. Various numerical results are provided to demonstrate the effectiveness of the proposed method.

源语言英语
主期刊名2017 IEEE International Conference on Communications, ICC 2017
编辑Merouane Debbah, David Gesbert, Abdelhamid Mellouk
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781467389990
DOI
出版状态已出版 - 28 7月 2017
活动2017 IEEE International Conference on Communications, ICC 2017 - Paris, 法国
期限: 21 5月 201725 5月 2017

出版系列

姓名IEEE International Conference on Communications
ISSN(印刷版)1550-3607

会议

会议2017 IEEE International Conference on Communications, ICC 2017
国家/地区法国
Paris
时期21/05/1725/05/17

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