Multichannel space-time adaptive processing

S. U. Pillai; W. C. Lee; J. Guerci

doi:10.1109/ACSSC.1995.540886

Multichannel space-time adaptive processing

S. U. Pillai, W. C. Lee, J. Guerci

Electrical and Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

A new recursive processing technique for space-time adaptive processing(STAP) is developed and applied to the airborne MTI radar problem. Unlike the conventional approach, the expanding block structure of the covariance matrix is exploited here for updating the covariance matrix inverse as each pulse is received. The resulting Block Augmented Matrix(BAM) inversion algorithm results in significant computational throughput gain. Further, the residual information in the incoming pulse is used to generate an adaptive stopping criterion that addresses the sample data support problem.

Original language	English (US)
Title of host publication	Conference Record of the 29th Asilomar Conference on Signals, Systems and Computers, ACSSC 1995
Editors	Avtar Singh
Publisher	IEEE Computer Society
Pages	1183-1186
Number of pages	4
ISBN (Electronic)	0818673702
DOIs	https://doi.org/10.1109/ACSSC.1995.540886
State	Published - 1995
Event	29th Asilomar Conference on Signals, Systems and Computers, ACSSC 1995 - Pacific Grove, United States Duration: Oct 30 1995 → Nov 1 1995

Publication series

Name	Conference Record - Asilomar Conference on Signals, Systems and Computers
Volume	2
ISSN (Print)	1058-6393

Conference

Conference	29th Asilomar Conference on Signals, Systems and Computers, ACSSC 1995
Country/Territory	United States
City	Pacific Grove
Period	10/30/95 → 11/1/95

ASJC Scopus subject areas

Signal Processing
Computer Networks and Communications

Access to Document

10.1109/ACSSC.1995.540886

Cite this

Pillai, S. U., Lee, W. C., & Guerci, J. (1995). Multichannel space-time adaptive processing. In A. Singh (Ed.), Conference Record of the 29th Asilomar Conference on Signals, Systems and Computers, ACSSC 1995 (pp. 1183-1186). Article 540886 (Conference Record - Asilomar Conference on Signals, Systems and Computers; Vol. 2). IEEE Computer Society. https://doi.org/10.1109/ACSSC.1995.540886

Multichannel space-time adaptive processing. / Pillai, S. U.; Lee, W. C.; Guerci, J.
Conference Record of the 29th Asilomar Conference on Signals, Systems and Computers, ACSSC 1995. ed. / Avtar Singh. IEEE Computer Society, 1995. p. 1183-1186 540886 (Conference Record - Asilomar Conference on Signals, Systems and Computers; Vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Pillai, SU, Lee, WC & Guerci, J 1995, Multichannel space-time adaptive processing. in A Singh (ed.), Conference Record of the 29th Asilomar Conference on Signals, Systems and Computers, ACSSC 1995., 540886, Conference Record - Asilomar Conference on Signals, Systems and Computers, vol. 2, IEEE Computer Society, pp. 1183-1186, 29th Asilomar Conference on Signals, Systems and Computers, ACSSC 1995, Pacific Grove, United States, 10/30/95. https://doi.org/10.1109/ACSSC.1995.540886

@inproceedings{f40ecbb8a1e743feae9770e16757c52e,

title = "Multichannel space-time adaptive processing",

abstract = "A new recursive processing technique for space-time adaptive processing(STAP) is developed and applied to the airborne MTI radar problem. Unlike the conventional approach, the expanding block structure of the covariance matrix is exploited here for updating the covariance matrix inverse as each pulse is received. The resulting Block Augmented Matrix(BAM) inversion algorithm results in significant computational throughput gain. Further, the residual information in the incoming pulse is used to generate an adaptive stopping criterion that addresses the sample data support problem.",

author = "Pillai, {S. U.} and Lee, {W. C.} and J. Guerci",

note = "Funding Information: *This research is supported by a University initiative grant from ARPA/Rome Labs AFB under agreement # F30602-95- 1-0008. Publisher Copyright: {\textcopyright} 1996 IEEE.; 29th Asilomar Conference on Signals, Systems and Computers, ACSSC 1995 ; Conference date: 30-10-1995 Through 01-11-1995",

year = "1995",

doi = "10.1109/ACSSC.1995.540886",

language = "English (US)",

series = "Conference Record - Asilomar Conference on Signals, Systems and Computers",

publisher = "IEEE Computer Society",

pages = "1183--1186",

editor = "Avtar Singh",

booktitle = "Conference Record of the 29th Asilomar Conference on Signals, Systems and Computers, ACSSC 1995",

}

TY - GEN

T1 - Multichannel space-time adaptive processing

AU - Pillai, S. U.

AU - Lee, W. C.

AU - Guerci, J.

PY - 1995

Y1 - 1995

N2 - A new recursive processing technique for space-time adaptive processing(STAP) is developed and applied to the airborne MTI radar problem. Unlike the conventional approach, the expanding block structure of the covariance matrix is exploited here for updating the covariance matrix inverse as each pulse is received. The resulting Block Augmented Matrix(BAM) inversion algorithm results in significant computational throughput gain. Further, the residual information in the incoming pulse is used to generate an adaptive stopping criterion that addresses the sample data support problem.

AB - A new recursive processing technique for space-time adaptive processing(STAP) is developed and applied to the airborne MTI radar problem. Unlike the conventional approach, the expanding block structure of the covariance matrix is exploited here for updating the covariance matrix inverse as each pulse is received. The resulting Block Augmented Matrix(BAM) inversion algorithm results in significant computational throughput gain. Further, the residual information in the incoming pulse is used to generate an adaptive stopping criterion that addresses the sample data support problem.

UR - http://www.scopus.com/inward/record.url?scp=84988926090&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84988926090&partnerID=8YFLogxK

U2 - 10.1109/ACSSC.1995.540886

DO - 10.1109/ACSSC.1995.540886

M3 - Conference contribution

AN - SCOPUS:84988926090

T3 - Conference Record - Asilomar Conference on Signals, Systems and Computers

SP - 1183

EP - 1186

BT - Conference Record of the 29th Asilomar Conference on Signals, Systems and Computers, ACSSC 1995

A2 - Singh, Avtar

PB - IEEE Computer Society

T2 - 29th Asilomar Conference on Signals, Systems and Computers, ACSSC 1995

Y2 - 30 October 1995 through 1 November 1995

ER -

Multichannel space-time adaptive processing

Abstract

Publication series

Conference

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this