Advances in subspace eigenanalysis based algorithms: from 1D toward 3D superresolution techniques

An overview of two superresolution methods, MUSIC and ESPRIT, for the ID case is firstly given. Afterwards, an extension of these algorithms to the three-dimensional case is proposed. New formulations for the signal model, data resampling, spatial smoothing method and estimate expression are provide...

Full description

Saved in:
Bibliographic Details
Main Authors: Dobre, O.A., Radoi, E.
Format: Conference Proceeding
Language:English
Subjects:
Fourier transforms
High-resolution imaging
Multiple signal classification
Radar applications
Radar imaging
Radar scattering
Signal resolution
Smoothing methods
Spatial resolution
Wireless communication
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by
cites
container_end_page 554 vol.2
container_issue
container_start_page 547
container_title
container_volume 2
creator Dobre, O.A.
Radoi, E.
description An overview of two superresolution methods, MUSIC and ESPRIT, for the ID case is firstly given. Afterwards, an extension of these algorithms to the three-dimensional case is proposed. New formulations for the signal model, data resampling, spatial smoothing method and estimate expression are provided. Although many applications can be considered in the areas of radar and wireless communications, only one of them is detailed: high-resolution radar target imaging. The concluding remarks drawn in the final part of the paper are supported by simulation results performed on synthetic signals and by comparing the proposed methods to the scattering center extraction technique using the Fourier transform.
doi_str_mv 10.1109/TELSKS.2001.955836
format conference_proceeding
fullrecord <record><control><sourceid>ieee_6IE</sourceid><recordid>TN_cdi_ieee_primary_955836</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>955836</ieee_id><sourcerecordid>955836</sourcerecordid><originalsourceid>FETCH-LOGICAL-i174t-8bd2b74615de609e335eb36bb7c8c6bacbba90c75359d91edd3f998fb3918c643</originalsourceid><addsrcrecordid>eNotkMtOwzAURC0hJKD0B7ryDyTYubETs6va8hCRWLRI7Co_blqjvLATUP-eSmU2szlzFkPIgrOUc6Yedptq-7ZNM8Z4qoQoQV6RO1aUDIosKz9vyDzGL3ZOnoOE_JbopfvRncVIfUfjZOKgLVL0B-x0p5tT9JEaHdFR3Rz64MdjGx9pHfqW8jUd-18dHIX1eTpgCBj7Zhp939ER7bHz3xPGe3Jd6ybi_L9n5ONps1u9JNX78-tqWSWeF_mYlMZlpsglFw4lUwgg0IA0prCllUZbY7RithAglFMcnYNaqbI2oPgZyGFGFhevR8T9EHyrw2l_OQH-AFQ3VUY</addsrcrecordid><sourcetype>Publisher</sourcetype><iscdi>true</iscdi><recordtype>conference_proceeding</recordtype></control><display><type>conference_proceeding</type><title>Advances in subspace eigenanalysis based algorithms: from 1D toward 3D superresolution techniques</title><source>IEEE Electronic Library (IEL) Conference Proceedings</source><creator>Dobre, O.A. ; Radoi, E.</creator><creatorcontrib>Dobre, O.A. ; Radoi, E.</creatorcontrib><description>An overview of two superresolution methods, MUSIC and ESPRIT, for the ID case is firstly given. Afterwards, an extension of these algorithms to the three-dimensional case is proposed. New formulations for the signal model, data resampling, spatial smoothing method and estimate expression are provided. Although many applications can be considered in the areas of radar and wireless communications, only one of them is detailed: high-resolution radar target imaging. The concluding remarks drawn in the final part of the paper are supported by simulation results performed on synthetic signals and by comparing the proposed methods to the scattering center extraction technique using the Fourier transform.</description><identifier>ISBN: 078037228X</identifier><identifier>ISBN: 9780780372283</identifier><identifier>DOI: 10.1109/TELSKS.2001.955836</identifier><language>eng</language><publisher>IEEE</publisher><subject>Fourier transforms ; High-resolution imaging ; Multiple signal classification ; Radar applications ; Radar imaging ; Radar scattering ; Signal resolution ; Smoothing methods ; Spatial resolution ; Wireless communication</subject><ispartof>5th International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Service. TELSIKS 2001. Proceedings of Papers (Cat. No.01EX517), 2001, Vol.2, p.547-554 vol.2</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/955836$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,780,784,789,790,2056,4047,4048,27923,54918</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/955836$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Dobre, O.A.</creatorcontrib><creatorcontrib>Radoi, E.</creatorcontrib><title>Advances in subspace eigenanalysis based algorithms: from 1D toward 3D superresolution techniques</title><title>5th International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Service. TELSIKS 2001. Proceedings of Papers (Cat. No.01EX517)</title><addtitle>TELSKS</addtitle><description>An overview of two superresolution methods, MUSIC and ESPRIT, for the ID case is firstly given. Afterwards, an extension of these algorithms to the three-dimensional case is proposed. New formulations for the signal model, data resampling, spatial smoothing method and estimate expression are provided. Although many applications can be considered in the areas of radar and wireless communications, only one of them is detailed: high-resolution radar target imaging. The concluding remarks drawn in the final part of the paper are supported by simulation results performed on synthetic signals and by comparing the proposed methods to the scattering center extraction technique using the Fourier transform.</description><subject>Fourier transforms</subject><subject>High-resolution imaging</subject><subject>Multiple signal classification</subject><subject>Radar applications</subject><subject>Radar imaging</subject><subject>Radar scattering</subject><subject>Signal resolution</subject><subject>Smoothing methods</subject><subject>Spatial resolution</subject><subject>Wireless communication</subject><isbn>078037228X</isbn><isbn>9780780372283</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2001</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><recordid>eNotkMtOwzAURC0hJKD0B7ryDyTYubETs6va8hCRWLRI7Co_blqjvLATUP-eSmU2szlzFkPIgrOUc6Yedptq-7ZNM8Z4qoQoQV6RO1aUDIosKz9vyDzGL3ZOnoOE_JbopfvRncVIfUfjZOKgLVL0B-x0p5tT9JEaHdFR3Rz64MdjGx9pHfqW8jUd-18dHIX1eTpgCBj7Zhp939ER7bHz3xPGe3Jd6ybi_L9n5ONps1u9JNX78-tqWSWeF_mYlMZlpsglFw4lUwgg0IA0prCllUZbY7RithAglFMcnYNaqbI2oPgZyGFGFhevR8T9EHyrw2l_OQH-AFQ3VUY</recordid><startdate>2001</startdate><enddate>2001</enddate><creator>Dobre, O.A.</creator><creator>Radoi, E.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>2001</creationdate><title>Advances in subspace eigenanalysis based algorithms: from 1D toward 3D superresolution techniques</title><author>Dobre, O.A. ; Radoi, E.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i174t-8bd2b74615de609e335eb36bb7c8c6bacbba90c75359d91edd3f998fb3918c643</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2001</creationdate><topic>Fourier transforms</topic><topic>High-resolution imaging</topic><topic>Multiple signal classification</topic><topic>Radar applications</topic><topic>Radar imaging</topic><topic>Radar scattering</topic><topic>Signal resolution</topic><topic>Smoothing methods</topic><topic>Spatial resolution</topic><topic>Wireless communication</topic><toplevel>online_resources</toplevel><creatorcontrib>Dobre, O.A.</creatorcontrib><creatorcontrib>Radoi, E.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE/IET Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Dobre, O.A.</au><au>Radoi, E.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Advances in subspace eigenanalysis based algorithms: from 1D toward 3D superresolution techniques</atitle><btitle>5th International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Service. TELSIKS 2001. Proceedings of Papers (Cat. No.01EX517)</btitle><stitle>TELSKS</stitle><date>2001</date><risdate>2001</risdate><volume>2</volume><spage>547</spage><epage>554 vol.2</epage><pages>547-554 vol.2</pages><isbn>078037228X</isbn><isbn>9780780372283</isbn><abstract>An overview of two superresolution methods, MUSIC and ESPRIT, for the ID case is firstly given. Afterwards, an extension of these algorithms to the three-dimensional case is proposed. New formulations for the signal model, data resampling, spatial smoothing method and estimate expression are provided. Although many applications can be considered in the areas of radar and wireless communications, only one of them is detailed: high-resolution radar target imaging. The concluding remarks drawn in the final part of the paper are supported by simulation results performed on synthetic signals and by comparing the proposed methods to the scattering center extraction technique using the Fourier transform.</abstract><pub>IEEE</pub><doi>10.1109/TELSKS.2001.955836</doi></addata></record>
fulltext fulltext_linktorsrc
identifier ISBN: 078037228X
ispartof 5th International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Service. TELSIKS 2001. Proceedings of Papers (Cat. No.01EX517), 2001, Vol.2, p.547-554 vol.2
issn
language eng
recordid cdi_ieee_primary_955836
source IEEE Electronic Library (IEL) Conference Proceedings
subjects Fourier transforms
High-resolution imaging
Multiple signal classification
Radar applications
Radar imaging
Radar scattering
Signal resolution
Smoothing methods
Spatial resolution
Wireless communication
title Advances in subspace eigenanalysis based algorithms: from 1D toward 3D superresolution techniques
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-14T10%3A10%3A39IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-ieee_6IE&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.genre=proceeding&rft.atitle=Advances%20in%20subspace%20eigenanalysis%20based%20algorithms:%20from%201D%20toward%203D%20superresolution%20techniques&rft.btitle=5th%20International%20Conference%20on%20Telecommunications%20in%20Modern%20Satellite,%20Cable%20and%20Broadcasting%20Service.%20TELSIKS%202001.%20Proceedings%20of%20Papers%20(Cat.%20No.01EX517)&rft.au=Dobre,%20O.A.&rft.date=2001&rft.volume=2&rft.spage=547&rft.epage=554%20vol.2&rft.pages=547-554%20vol.2&rft.isbn=078037228X&rft.isbn_list=9780780372283&rft_id=info:doi/10.1109/TELSKS.2001.955836&rft_dat=%3Cieee_6IE%3E955836%3C/ieee_6IE%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-i174t-8bd2b74615de609e335eb36bb7c8c6bacbba90c75359d91edd3f998fb3918c643%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_id=info:pmid/&rft_ieee_id=955836&rfr_iscdi=true