NDLI: Fisher Ratio Optimization under Volterra Filtering Model for Identification of Polarimetric Air/Air Range Profiles of Aircrafts

Content Provider	IEEE Xplore Digital Library
Author	Enderli, C.J.
Copyright Year	2007
Description	Author affiliation: Thales Airborne Syst., Elancourt (Enderli, C.J.)
Abstract	This paper introduces an original supervised classification method based on the optimization of the Fisher ratio under the Volterra filtering model. Optimum Volterra filters are derived for the problem of discriminating 2 classes. They have properties yielding some decision strategy that aims to reject (i.e. take no decision) data corresponding to unlearned classes. An original extension of this solution is then proposed for the problem of discriminating more than 2 classes. Performances of our method are evaluated by classifying real data of jet fighters range profiles. Influence of the filtering model order is investigated. Interest of the waveform polarization states is also analyzed. Results obtained show that our method outperforms the nearest neighbor classification method in term of error probability, while yielding equivalent performances in term of correct identification probability. Moreover, it is shown that good rejection probability of unlearned classes can be obtained, particularly with fully-polarized data.
Starting Page	817
Ending Page	821
File Size	1600048
Page Count	5
File Format	PDF
ISBN	1424402832
ISSN	10975659
DOI	10.1109/RADAR.2007.374325
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-04-17
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Filtering Aircraft Context modeling Linear discriminant analysis Optimization methods Filters Error probability Radar scattering Airborne radar Radar polarimetry
Content Type	Text
Resource Type	Article
Subject	Electrical and Electronic Engineering

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Polarimetric radar for civil aircrafts to support pilots' decision in bad weather conditions

Correlation methods for aircraft identification from fully polarized radar range profiles

Polarimetric technique for aircraft icing alert using airborne radar

Polarimetric matched filtering for distributed scatterers

Correlation filters for aircraft identification from radar range profiles

Using correlation filters to classify aircraft down-range radar profiles

Airborne polarimetric SAR interferometry

Extended database of synthetic range profiles of commercial aircraft

Transform domain adaptive Volterra filter algorithm based on constrained optimization

Fisher Ratio Optimization under Volterra Filtering Model for Identification of Polarimetric Air/Air Range Profiles of Aircrafts

Similar Documents

Polarimetric radar for civil aircrafts to support pilots' decision in bad weather conditions

Correlation methods for aircraft identification from fully polarized radar range profiles

Polarimetric technique for aircraft icing alert using airborne radar

Polarimetric matched filtering for distributed scatterers

Correlation filters for aircraft identification from radar range profiles

Using correlation filters to classify aircraft down-range radar profiles

Airborne polarimetric SAR interferometry

Extended database of synthetic range profiles of commercial aircraft

Transform domain adaptive Volterra filter algorithm based on constrained optimization

Fisher Ratio Optimization under Volterra Filtering Model for Identification of Polarimetric Air/Air Range Profiles of Aircrafts