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Wideband DOA Estimation Based on Tensor Completion and Decomposition

  • Kangning Li*
  • , Qing Shen
  • , Wei Liu
  • , Min Wang
  • *此作品的通讯作者
  • Beijing Institute of Technology
  • Queen Mary University of London

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

A tensor-based wideband direction of arrival (DOA) estimation method is proposed in this paper. Virtual arrays are initially generated and extended into a unified ULA across all frequencies of interest. Next, the covariance matrices of these virtual array models are computed and stacked to form a three-dimensional tensor. Then, tensor completion with a denoising step is presented, and DOAs can be obtained after tensor decomposition. Simulations demonstrate that improved performance can be achieved by the proposed method in scenarios with varying source power ratios across frequencies.

源语言英语
主期刊名ISCAS 2024 - IEEE International Symposium on Circuits and Systems
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9798350330991
DOI
出版状态已出版 - 2024
活动2024 IEEE International Symposium on Circuits and Systems, ISCAS 2024 - Singapore, 新加坡
期限: 19 5月 202422 5月 2024

丛书

姓名Proceedings - IEEE International Symposium on Circuits and Systems
ISSN(印刷版)0271-4310

会议

会议2024 IEEE International Symposium on Circuits and Systems, ISCAS 2024
国家/地区新加坡
Singapore
时期19/05/2422/05/24

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