Bistatic SAR ATR using PCA-based features

A. K. Mishra*, B. Mulgrew

*Awdur cyfatebol y gwaith hwn

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (Nid-Cyfnodolyn fathau)

19 Dyfyniadau (Scopus)

Crynodeb

Target recognition is desirable feature of any defence radar system. With the present revival of interest in bistatic and multi-static radar systems, the future radar systems are predicted to invariably have bistatic abilities. The present project aims at looking into prospects and limitations of bistatic target recognition and to develop efficient algorithm for the same. The work in this paper reports the development of a database of bistatic target signatures, and the application of principal component analysis (PCA) based classifiers on the same. Results are compared with the more basic conditional Gaussian model based Bayesian classifier.

Iaith wreiddiolSaesneg
TeitlAutomatic Target Recognition XVI
CyhoeddwrSPIE
Tudalennau244-252
Nifer y tudalennau9
ISBN (Argraffiad)081946290X, 9780819462909
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 18 Mai 2006
Cyhoeddwyd yn allanolIe
DigwyddiadAutomatic Target Recognition XVI - Kissimmee, FL, Unol Daleithiau America
Hyd: 18 Ebr 200619 Ebr 2006

Cyfres gyhoeddiadau

EnwProceedings of SPIE - The International Society for Optical Engineering
Cyfrol6234
ISSN (Argraffiad)0277-786X

Cynhadledd

CynhadleddAutomatic Target Recognition XVI
Gwlad/TiriogaethUnol Daleithiau America
DinasKissimmee, FL
Cyfnod18 Ebr 200619 Ebr 2006

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