Robust Variable Step-Size Affine Projection Sign Algorithm Against Impulsive Noises
The present study introduces a robust variable step-size affine projection sign adaptive algorithm (RVSS-APSA) in impulsive noise environments. In the proposed RVSS-APA, the weight coefficients are updated based on the minimization of ℓ 2 -norm of the a posteriori error and the step size changes acc...
Gespeichert in:
| Veröffentlicht in: | Circuits, systems, and signal processing systems, and signal processing, 2020-03, Vol.39 (3), p.1471-1488 |
|---|---|
| Hauptverfasser: | , , |
| Format: | Artikel |
| Sprache: | eng |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | 1488 |
|---|---|
| container_issue | 3 |
| container_start_page | 1471 |
| container_title | Circuits, systems, and signal processing |
| container_volume | 39 |
| creator | Shams Esfand Abadi, Mohammad Mesgarani, Hamid Khademiyan, Seyed Mahmoud |
| description | The present study introduces a robust variable step-size affine projection sign adaptive algorithm (RVSS-APSA) in impulsive noise environments. In the proposed RVSS-APA, the weight coefficients are updated based on the minimization of
ℓ
2
-norm of the a posteriori error and the step size changes according to the minimization of
ℓ
1
-norm of the
a posteriori
error. This algorithm reduces the steady-state misalignment and increases the convergence rate for colored input signal as well as with or without impulsive noise interference. Also, a new simple reset algorithm is proposed to improve the tracking ability of the introduced algorithm. The simulation results demonstrate a good performance for the proposed algorithm in different situations. |
| doi_str_mv | 10.1007/s00034-019-01209-8 |
| format | Article |
| fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2266688688</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2266688688</sourcerecordid><originalsourceid>FETCH-LOGICAL-c319t-36476422790883014cd2ed229fb64261c0973134b0e0a980faba9cebc0a98afe3</originalsourceid><addsrcrecordid>eNp9kE9LxDAQxYMouK5-AU8Bz9FJ0m2TYxH_LCwqVsVbSLtpzdJtatIK-unNWsGbMMMww--9gYfQKYVzCpBdBADgCQEqYzOQROyhGV1wShYiE_toBiwTBAR9PURHIWwgkolkM1Q8unIMA37R3uqyNbgYTE8K-2VwXte2M_jBu42pBus6XNimw3nbOG-Hty3OG227qF1u-7EN9sPgO2eDCcfooNZtMCe_c46er6-eLm_J6v5meZmvSMWpHAhPkyxNGMskCMGBJtWamTVjsi7jOaUVyIxTnpRgQEsBtS61rExZ7TZdGz5HZ5Nv7937aMKgNm70XXypGEvTVIhYkWITVXkXgje16r3dav-pKKhdeGoKT8VI1E94aifikyhEuGuM_7P-R_UN85dxbA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2266688688</pqid></control><display><type>article</type><title>Robust Variable Step-Size Affine Projection Sign Algorithm Against Impulsive Noises</title><source>Springer Journals</source><creator>Shams Esfand Abadi, Mohammad ; Mesgarani, Hamid ; Khademiyan, Seyed Mahmoud</creator><creatorcontrib>Shams Esfand Abadi, Mohammad ; Mesgarani, Hamid ; Khademiyan, Seyed Mahmoud</creatorcontrib><description>The present study introduces a robust variable step-size affine projection sign adaptive algorithm (RVSS-APSA) in impulsive noise environments. In the proposed RVSS-APA, the weight coefficients are updated based on the minimization of
ℓ
2
-norm of the a posteriori error and the step size changes according to the minimization of
ℓ
1
-norm of the
a posteriori
error. This algorithm reduces the steady-state misalignment and increases the convergence rate for colored input signal as well as with or without impulsive noise interference. Also, a new simple reset algorithm is proposed to improve the tracking ability of the introduced algorithm. The simulation results demonstrate a good performance for the proposed algorithm in different situations.</description><identifier>ISSN: 0278-081X</identifier><identifier>EISSN: 1531-5878</identifier><identifier>DOI: 10.1007/s00034-019-01209-8</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Adaptive algorithms ; Algorithms ; Circuits and Systems ; Computer simulation ; Electrical Engineering ; Electronics and Microelectronics ; Engineering ; Error reduction ; Instrumentation ; Misalignment ; Optimization ; Signal,Image and Speech Processing</subject><ispartof>Circuits, systems, and signal processing, 2020-03, Vol.39 (3), p.1471-1488</ispartof><rights>Springer Science+Business Media, LLC, part of Springer Nature 2019</rights><rights>Circuits, Systems, and Signal Processing is a copyright of Springer, (2019). All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c319t-36476422790883014cd2ed229fb64261c0973134b0e0a980faba9cebc0a98afe3</citedby><cites>FETCH-LOGICAL-c319t-36476422790883014cd2ed229fb64261c0973134b0e0a980faba9cebc0a98afe3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s00034-019-01209-8$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s00034-019-01209-8$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27903,27904,41467,42536,51297</link.rule.ids></links><search><creatorcontrib>Shams Esfand Abadi, Mohammad</creatorcontrib><creatorcontrib>Mesgarani, Hamid</creatorcontrib><creatorcontrib>Khademiyan, Seyed Mahmoud</creatorcontrib><title>Robust Variable Step-Size Affine Projection Sign Algorithm Against Impulsive Noises</title><title>Circuits, systems, and signal processing</title><addtitle>Circuits Syst Signal Process</addtitle><description>The present study introduces a robust variable step-size affine projection sign adaptive algorithm (RVSS-APSA) in impulsive noise environments. In the proposed RVSS-APA, the weight coefficients are updated based on the minimization of
ℓ
2
-norm of the a posteriori error and the step size changes according to the minimization of
ℓ
1
-norm of the
a posteriori
error. This algorithm reduces the steady-state misalignment and increases the convergence rate for colored input signal as well as with or without impulsive noise interference. Also, a new simple reset algorithm is proposed to improve the tracking ability of the introduced algorithm. The simulation results demonstrate a good performance for the proposed algorithm in different situations.</description><subject>Adaptive algorithms</subject><subject>Algorithms</subject><subject>Circuits and Systems</subject><subject>Computer simulation</subject><subject>Electrical Engineering</subject><subject>Electronics and Microelectronics</subject><subject>Engineering</subject><subject>Error reduction</subject><subject>Instrumentation</subject><subject>Misalignment</subject><subject>Optimization</subject><subject>Signal,Image and Speech Processing</subject><issn>0278-081X</issn><issn>1531-5878</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp9kE9LxDAQxYMouK5-AU8Bz9FJ0m2TYxH_LCwqVsVbSLtpzdJtatIK-unNWsGbMMMww--9gYfQKYVzCpBdBADgCQEqYzOQROyhGV1wShYiE_toBiwTBAR9PURHIWwgkolkM1Q8unIMA37R3uqyNbgYTE8K-2VwXte2M_jBu42pBus6XNimw3nbOG-Hty3OG227qF1u-7EN9sPgO2eDCcfooNZtMCe_c46er6-eLm_J6v5meZmvSMWpHAhPkyxNGMskCMGBJtWamTVjsi7jOaUVyIxTnpRgQEsBtS61rExZ7TZdGz5HZ5Nv7937aMKgNm70XXypGEvTVIhYkWITVXkXgje16r3dav-pKKhdeGoKT8VI1E94aifikyhEuGuM_7P-R_UN85dxbA</recordid><startdate>20200301</startdate><enddate>20200301</enddate><creator>Shams Esfand Abadi, Mohammad</creator><creator>Mesgarani, Hamid</creator><creator>Khademiyan, Seyed Mahmoud</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7SC</scope><scope>7SP</scope><scope>7XB</scope><scope>88I</scope><scope>8AL</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>JQ2</scope><scope>K7-</scope><scope>L6V</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>M0N</scope><scope>M2P</scope><scope>M7S</scope><scope>P5Z</scope><scope>P62</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>Q9U</scope><scope>S0W</scope></search><sort><creationdate>20200301</creationdate><title>Robust Variable Step-Size Affine Projection Sign Algorithm Against Impulsive Noises</title><author>Shams Esfand Abadi, Mohammad ; Mesgarani, Hamid ; Khademiyan, Seyed Mahmoud</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c319t-36476422790883014cd2ed229fb64261c0973134b0e0a980faba9cebc0a98afe3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Adaptive algorithms</topic><topic>Algorithms</topic><topic>Circuits and Systems</topic><topic>Computer simulation</topic><topic>Electrical Engineering</topic><topic>Electronics and Microelectronics</topic><topic>Engineering</topic><topic>Error reduction</topic><topic>Instrumentation</topic><topic>Misalignment</topic><topic>Optimization</topic><topic>Signal,Image and Speech Processing</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shams Esfand Abadi, Mohammad</creatorcontrib><creatorcontrib>Mesgarani, Hamid</creatorcontrib><creatorcontrib>Khademiyan, Seyed Mahmoud</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Science Database (Alumni Edition)</collection><collection>Computing Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Computer Science Collection</collection><collection>Computer Science Database</collection><collection>ProQuest Engineering 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><collection>Computing Database</collection><collection>ProQuest Science Journals</collection><collection>ProQuest Engineering Database</collection><collection>ProQuest advanced technologies & aerospace journals</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering collection</collection><collection>ProQuest Central Basic</collection><collection>DELNET Engineering & Technology Collection</collection><jtitle>Circuits, systems, and signal processing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shams Esfand Abadi, Mohammad</au><au>Mesgarani, Hamid</au><au>Khademiyan, Seyed Mahmoud</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Robust Variable Step-Size Affine Projection Sign Algorithm Against Impulsive Noises</atitle><jtitle>Circuits, systems, and signal processing</jtitle><stitle>Circuits Syst Signal Process</stitle><date>2020-03-01</date><risdate>2020</risdate><volume>39</volume><issue>3</issue><spage>1471</spage><epage>1488</epage><pages>1471-1488</pages><issn>0278-081X</issn><eissn>1531-5878</eissn><abstract>The present study introduces a robust variable step-size affine projection sign adaptive algorithm (RVSS-APSA) in impulsive noise environments. In the proposed RVSS-APA, the weight coefficients are updated based on the minimization of
ℓ
2
-norm of the a posteriori error and the step size changes according to the minimization of
ℓ
1
-norm of the
a posteriori
error. This algorithm reduces the steady-state misalignment and increases the convergence rate for colored input signal as well as with or without impulsive noise interference. Also, a new simple reset algorithm is proposed to improve the tracking ability of the introduced algorithm. The simulation results demonstrate a good performance for the proposed algorithm in different situations.</abstract><cop>New York</cop><pub>Springer US</pub><doi>10.1007/s00034-019-01209-8</doi><tpages>18</tpages></addata></record> |
| fulltext | fulltext |
| identifier | ISSN: 0278-081X |
| ispartof | Circuits, systems, and signal processing, 2020-03, Vol.39 (3), p.1471-1488 |
| issn | 0278-081X 1531-5878 |
| language | eng |
| recordid | cdi_proquest_journals_2266688688 |
| source | Springer Journals |
| subjects | Adaptive algorithms Algorithms Circuits and Systems Computer simulation Electrical Engineering Electronics and Microelectronics Engineering Error reduction Instrumentation Misalignment Optimization Signal,Image and Speech Processing |
| title | Robust Variable Step-Size Affine Projection Sign Algorithm Against Impulsive Noises |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-24T21%3A19%3A28IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Robust%20Variable%20Step-Size%20Affine%20Projection%20Sign%20Algorithm%20Against%20Impulsive%20Noises&rft.jtitle=Circuits,%20systems,%20and%20signal%20processing&rft.au=Shams%20Esfand%20Abadi,%20Mohammad&rft.date=2020-03-01&rft.volume=39&rft.issue=3&rft.spage=1471&rft.epage=1488&rft.pages=1471-1488&rft.issn=0278-081X&rft.eissn=1531-5878&rft_id=info:doi/10.1007/s00034-019-01209-8&rft_dat=%3Cproquest_cross%3E2266688688%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2266688688&rft_id=info:pmid/&rfr_iscdi=true |