A rank test based approach to order estimation. I. 2-D AR models application
In system identification and parametric spectral estimation by two-dimensional (2-D) autoregressive (AR) and 2-D autoregressive moving average (ARMA) models, the order selection problem is often required. In this correspondence, we show that the information of 2-D AR model order is implicitly contai...
Gespeichert in:
| Veröffentlicht in: | IEEE transactions on signal processing 1999-07, Vol.47 (7), p.2069-2072 |
|---|---|
| Hauptverfasser: | , , |
| Format: | Artikel |
| Sprache: | eng |
| Schlagworte: | |
| Online-Zugang: | Volltext bestellen |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | 2072 |
|---|---|
| container_issue | 7 |
| container_start_page | 2069 |
| container_title | IEEE transactions on signal processing |
| container_volume | 47 |
| creator | Aksasse, B. Badidi, L. Radouane, L. |
| description | In system identification and parametric spectral estimation by two-dimensional (2-D) autoregressive (AR) and 2-D autoregressive moving average (ARMA) models, the order selection problem is often required. In this correspondence, we show that the information of 2-D AR model order is implicitly contained in a correlation matrix. An algorithm for 2-D quarter-plane AR model order determination is proposed. Numerical simulations are presented to show the efficiency of the proposed singular value decomposition (SVD) based algorithm. |
| doi_str_mv | 10.1109/78.771062 |
| format | Article |
| fullrecord | <record><control><sourceid>proquest_RIE</sourceid><recordid>TN_cdi_ieee_primary_771062</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>771062</ieee_id><sourcerecordid>28592734</sourcerecordid><originalsourceid>FETCH-LOGICAL-c1244-1b19b90200d3e294c8b1727ec591ff48c04b2a0a837e59bc28a716708f2713ee3</originalsourceid><addsrcrecordid>eNo9kE1LxDAQhoMouK4evHrKSfDQmknTJjmW9WthQRAFbyFNp1jtbtake_Dfm7WLpxl4HoZ3XkIugeUATN9KlUsJrOJHZAZaQMaErI7TzsoiK5V8PyVnMX4yBkLoakZWNQ1280VHjCNtbMSW2u02eOs-6OipDy0Gmli_tmPvNzld5pRnd7R-oWvf4hD3-tC7P3pOTjo7RLw4zDl5e7h_XTxlq-fH5aJeZQ64EBk0oBvNOGNtgVwLpxqQXKIrNXSdUI6JhltmVSGx1I3jykqoJFMdl1AgFnNyPd1NQb93KZ1Z99HhMNgN-l00XJWay0Ik8WYSXfAxBuzMNqRPwo8BZvZ9GanM1Fdyrya3R8R_7wB_ATeyYtA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>28592734</pqid></control><display><type>article</type><title>A rank test based approach to order estimation. I. 2-D AR models application</title><source>IEEE Electronic Library (IEL)</source><creator>Aksasse, B. ; Badidi, L. ; Radouane, L.</creator><creatorcontrib>Aksasse, B. ; Badidi, L. ; Radouane, L.</creatorcontrib><description>In system identification and parametric spectral estimation by two-dimensional (2-D) autoregressive (AR) and 2-D autoregressive moving average (ARMA) models, the order selection problem is often required. In this correspondence, we show that the information of 2-D AR model order is implicitly contained in a correlation matrix. An algorithm for 2-D quarter-plane AR model order determination is proposed. Numerical simulations are presented to show the efficiency of the proposed singular value decomposition (SVD) based algorithm.</description><identifier>ISSN: 1053-587X</identifier><identifier>EISSN: 1941-0476</identifier><identifier>DOI: 10.1109/78.771062</identifier><identifier>CODEN: ITPRED</identifier><language>eng</language><publisher>IEEE</publisher><subject>Autoregressive processes ; Image storage ; Matrix decomposition ; Parameter estimation ; Quadratic programming ; Radar signal processing ; Signal processing algorithms ; System identification ; Testing ; Two dimensional displays</subject><ispartof>IEEE transactions on signal processing, 1999-07, Vol.47 (7), p.2069-2072</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c1244-1b19b90200d3e294c8b1727ec591ff48c04b2a0a837e59bc28a716708f2713ee3</citedby><cites>FETCH-LOGICAL-c1244-1b19b90200d3e294c8b1727ec591ff48c04b2a0a837e59bc28a716708f2713ee3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/771062$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/771062$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Aksasse, B.</creatorcontrib><creatorcontrib>Badidi, L.</creatorcontrib><creatorcontrib>Radouane, L.</creatorcontrib><title>A rank test based approach to order estimation. I. 2-D AR models application</title><title>IEEE transactions on signal processing</title><addtitle>TSP</addtitle><description>In system identification and parametric spectral estimation by two-dimensional (2-D) autoregressive (AR) and 2-D autoregressive moving average (ARMA) models, the order selection problem is often required. In this correspondence, we show that the information of 2-D AR model order is implicitly contained in a correlation matrix. An algorithm for 2-D quarter-plane AR model order determination is proposed. Numerical simulations are presented to show the efficiency of the proposed singular value decomposition (SVD) based algorithm.</description><subject>Autoregressive processes</subject><subject>Image storage</subject><subject>Matrix decomposition</subject><subject>Parameter estimation</subject><subject>Quadratic programming</subject><subject>Radar signal processing</subject><subject>Signal processing algorithms</subject><subject>System identification</subject><subject>Testing</subject><subject>Two dimensional displays</subject><issn>1053-587X</issn><issn>1941-0476</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>1999</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kE1LxDAQhoMouK4evHrKSfDQmknTJjmW9WthQRAFbyFNp1jtbtake_Dfm7WLpxl4HoZ3XkIugeUATN9KlUsJrOJHZAZaQMaErI7TzsoiK5V8PyVnMX4yBkLoakZWNQ1280VHjCNtbMSW2u02eOs-6OipDy0Gmli_tmPvNzld5pRnd7R-oWvf4hD3-tC7P3pOTjo7RLw4zDl5e7h_XTxlq-fH5aJeZQ64EBk0oBvNOGNtgVwLpxqQXKIrNXSdUI6JhltmVSGx1I3jykqoJFMdl1AgFnNyPd1NQb93KZ1Z99HhMNgN-l00XJWay0Ik8WYSXfAxBuzMNqRPwo8BZvZ9GanM1Fdyrya3R8R_7wB_ATeyYtA</recordid><startdate>199907</startdate><enddate>199907</enddate><creator>Aksasse, B.</creator><creator>Badidi, L.</creator><creator>Radouane, L.</creator><general>IEEE</general><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>199907</creationdate><title>A rank test based approach to order estimation. I. 2-D AR models application</title><author>Aksasse, B. ; Badidi, L. ; Radouane, L.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1244-1b19b90200d3e294c8b1727ec591ff48c04b2a0a837e59bc28a716708f2713ee3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>1999</creationdate><topic>Autoregressive processes</topic><topic>Image storage</topic><topic>Matrix decomposition</topic><topic>Parameter estimation</topic><topic>Quadratic programming</topic><topic>Radar signal processing</topic><topic>Signal processing algorithms</topic><topic>System identification</topic><topic>Testing</topic><topic>Two dimensional displays</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Aksasse, B.</creatorcontrib><creatorcontrib>Badidi, L.</creatorcontrib><creatorcontrib>Radouane, L.</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>IEEE transactions on signal processing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Aksasse, B.</au><au>Badidi, L.</au><au>Radouane, L.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A rank test based approach to order estimation. I. 2-D AR models application</atitle><jtitle>IEEE transactions on signal processing</jtitle><stitle>TSP</stitle><date>1999-07</date><risdate>1999</risdate><volume>47</volume><issue>7</issue><spage>2069</spage><epage>2072</epage><pages>2069-2072</pages><issn>1053-587X</issn><eissn>1941-0476</eissn><coden>ITPRED</coden><abstract>In system identification and parametric spectral estimation by two-dimensional (2-D) autoregressive (AR) and 2-D autoregressive moving average (ARMA) models, the order selection problem is often required. In this correspondence, we show that the information of 2-D AR model order is implicitly contained in a correlation matrix. An algorithm for 2-D quarter-plane AR model order determination is proposed. Numerical simulations are presented to show the efficiency of the proposed singular value decomposition (SVD) based algorithm.</abstract><pub>IEEE</pub><doi>10.1109/78.771062</doi><tpages>4</tpages></addata></record> |
| fulltext | fulltext_linktorsrc |
| identifier | ISSN: 1053-587X |
| ispartof | IEEE transactions on signal processing, 1999-07, Vol.47 (7), p.2069-2072 |
| issn | 1053-587X 1941-0476 |
| language | eng |
| recordid | cdi_ieee_primary_771062 |
| source | IEEE Electronic Library (IEL) |
| subjects | Autoregressive processes Image storage Matrix decomposition Parameter estimation Quadratic programming Radar signal processing Signal processing algorithms System identification Testing Two dimensional displays |
| title | A rank test based approach to order estimation. I. 2-D AR models application |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-24T14%3A15%3A34IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_RIE&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20rank%20test%20based%20approach%20to%20order%20estimation.%20I.%202-D%20AR%20models%20application&rft.jtitle=IEEE%20transactions%20on%20signal%20processing&rft.au=Aksasse,%20B.&rft.date=1999-07&rft.volume=47&rft.issue=7&rft.spage=2069&rft.epage=2072&rft.pages=2069-2072&rft.issn=1053-587X&rft.eissn=1941-0476&rft.coden=ITPRED&rft_id=info:doi/10.1109/78.771062&rft_dat=%3Cproquest_RIE%3E28592734%3C/proquest_RIE%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=28592734&rft_id=info:pmid/&rft_ieee_id=771062&rfr_iscdi=true |