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Widely linear adaptive beamforming algorithm based on minimum sensitivity and eigenspace

  • Liping Huo*
  • , Xingpeng Mao
  • , Liang Xin
  • , Yunmei Shi
  • , Guangyan Li
  • *Corresponding author for this work
  • School of Electronics and Information Engineering, Harbin Institute of Technology
  • Naval Aeronautical Engineering Academy Yantai
  • Northeast Normal University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The conventional minimum variance distortionless response (MVDR) beamformer becomes suboptimal for the noncircular signals, and deteriorates when the training samples are limited. The eigenspace-based (ESB) WL MVDR beamformer is proposed, which utilizes the eigenstructure of the correlation matrix to enhance the performance of the WL MVDR beamformer. Further, an eigenspace-based widely linear beamformer for noncircular signals using the minimum sensitivity criterion is proposed, which can be used for reducing the performance degradation when the dimension of the SI subspace can not be estimated correctly. Simulation results show that the proposed method has a better performance.

Original languageEnglish
Title of host publicationCommunications, Signal Processing, and Systems - Proceedings of the 2017 International Conference on Communications, Signal Processing, and Systems
EditorsQilian Liang, Min Jia, Jiasong Mu, Wei Wang, Xuhong Feng, Baoju Zhang
PublisherSpringer Verlag
Pages782-789
Number of pages8
ISBN (Print)9789811065705
DOIs
StatePublished - 2019
Event6th International Conference on Communications, Signal Processing, and Systems, CSPS 2017 - Harbin, China
Duration: 14 Jul 201716 Jul 2017

Publication series

NameLecture Notes in Electrical Engineering
Volume463
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference6th International Conference on Communications, Signal Processing, and Systems, CSPS 2017
Country/TerritoryChina
CityHarbin
Period14/07/1716/07/17

Keywords

  • Adaptive beamforming
  • MVDR
  • Minimum sensitivity function
  • Noncircular signal

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