Beamspace adaptive beamforming based on principle component analysis

Lei Yu; Wei Liu; Richard Langley

doi:10.1109/SAM.2008.4606882

Beamspace adaptive beamforming based on principle component analysis

Lei Yu, Wei Liu, Richard Langley

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

3 Citations (Scopus)

Abstract

A novel adaptive beamforming method is proposed without the knowledge of the direction of arrival of the signal of interest. It is a combination of the traditional beamspace processing method and a recently proposed technique called "Domain Weighted Principal Component Analysis (DW-PCA)" and can be applied to the case where the signal of interest is stronger than the interfering signals in both single-path and multi-path environments. Its effectiveness is verified by simulation results.

Original language	English
Title of host publication	SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop
Pages	325-329
Number of pages	5
DOIs	https://doi.org/10.1109/SAM.2008.4606882
Publication status	Published - Aug 2008
Event	SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop - Darmstadt, Germany Duration: 21 Jul 2008 → 23 Jul 2008

Publication series

Name	SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop

Conference

Conference	SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop
Country/Territory	Germany
City	Darmstadt
Period	21/07/08 → 23/07/08

Keywords

Adaptive systems
Array signal processing
Multipath channels

ASJC Scopus subject areas

Signal Processing
Electrical and Electronic Engineering

More information

10.1109/SAM.2008.4606882

Cite this

@inproceedings{6c949c6b44fd46638a516870409c9405,

title = "Beamspace adaptive beamforming based on principle component analysis",

abstract = "A novel adaptive beamforming method is proposed without the knowledge of the direction of arrival of the signal of interest. It is a combination of the traditional beamspace processing method and a recently proposed technique called {"}Domain Weighted Principal Component Analysis (DW-PCA){"} and can be applied to the case where the signal of interest is stronger than the interfering signals in both single-path and multi-path environments. Its effectiveness is verified by simulation results.",

keywords = "Adaptive systems, Array signal processing, Multipath channels",

author = "Lei Yu and Wei Liu and Richard Langley",

year = "2008",

month = aug,

doi = "10.1109/SAM.2008.4606882",

language = "English",

isbn = "9781424422418",

series = "SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop",

pages = "325--329",

booktitle = "SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop",

note = "SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop ; Conference date: 21-07-2008 Through 23-07-2008",

}

Yu, L, Liu, W & Langley, R 2008, Beamspace adaptive beamforming based on principle component analysis. in SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop., 4606882, SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop, pp. 325-329, SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop, Darmstadt, Germany, 21/07/08. https://doi.org/10.1109/SAM.2008.4606882

Beamspace adaptive beamforming based on principle component analysis. / Yu, Lei; Liu, Wei; Langley, Richard.
SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop. 2008. p. 325-329 4606882 (SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop).

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

TY - GEN

T1 - Beamspace adaptive beamforming based on principle component analysis

AU - Yu, Lei

AU - Liu, Wei

AU - Langley, Richard

PY - 2008/8

Y1 - 2008/8

N2 - A novel adaptive beamforming method is proposed without the knowledge of the direction of arrival of the signal of interest. It is a combination of the traditional beamspace processing method and a recently proposed technique called "Domain Weighted Principal Component Analysis (DW-PCA)" and can be applied to the case where the signal of interest is stronger than the interfering signals in both single-path and multi-path environments. Its effectiveness is verified by simulation results.

AB - A novel adaptive beamforming method is proposed without the knowledge of the direction of arrival of the signal of interest. It is a combination of the traditional beamspace processing method and a recently proposed technique called "Domain Weighted Principal Component Analysis (DW-PCA)" and can be applied to the case where the signal of interest is stronger than the interfering signals in both single-path and multi-path environments. Its effectiveness is verified by simulation results.

KW - Adaptive systems

KW - Array signal processing

KW - Multipath channels

UR - http://www.scopus.com/inward/record.url?scp=52949087569&partnerID=8YFLogxK

U2 - 10.1109/SAM.2008.4606882

DO - 10.1109/SAM.2008.4606882

M3 - Conference article published in proceeding or book

AN - SCOPUS:52949087569

SN - 9781424422418

T3 - SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop

SP - 325

EP - 329

BT - SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop

T2 - SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop

Y2 - 21 July 2008 through 23 July 2008

ER -

Beamspace adaptive beamforming based on principle component analysis

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

More information

Other files and links

Fingerprint

Cite this