{"id":"https://openalex.org/W2046720402","doi":"https://doi.org/10.1109/wd.2008.4812828","title":"Performance evaluation of random step-size NLMS in adaptive channel equalization","display_name":"Performance evaluation of random step-size NLMS in adaptive channel equalization","publication_year":2008,"publication_date":"2008-11-01","ids":{"openalex":"https://openalex.org/W2046720402","doi":"https://doi.org/10.1109/wd.2008.4812828","mag":"2046720402"},"language":"en","primary_location":{"id":"doi:10.1109/wd.2008.4812828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wd.2008.4812828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 1st IFIP Wireless Days","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063183720","display_name":"Shihab Jimaa","orcid":"https://orcid.org/0000-0001-9140-9108"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"S. A. Jimaa","raw_affiliation_strings":["Communication Engineering Department, Khalifa University of Science, \uc2a0Technology and Research\uc2a0, Sharjah, UAE","Commun. Eng. Dept., Khalifa Univ. of Sci., Sharjah"],"affiliations":[{"raw_affiliation_string":"Communication Engineering Department, Khalifa University of Science, \uc2a0Technology and Research\uc2a0, Sharjah, UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Commun. Eng. Dept., Khalifa Univ. of Sci., Sharjah","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066737710","display_name":"N. Al Saeedi","orcid":null},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"N. Al Saeedi","raw_affiliation_strings":["Communication Engineering Department, Khalifa University of Science, \uc2a0Technology and Research\uc2a0, Sharjah, UAE","Commun. Eng. Dept., Khalifa Univ. of Sci., Sharjah"],"affiliations":[{"raw_affiliation_string":"Communication Engineering Department, Khalifa University of Science, \uc2a0Technology and Research\uc2a0, Sharjah, UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Commun. Eng. Dept., Khalifa Univ. of Sci., Sharjah","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111498649","display_name":"Saleh R. Al\u2010Araji","orcid":null},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"S. Al-Araji","raw_affiliation_strings":["Communication Engineering Department, Khalifa University of Science, \uc2a0Technology and Research\uc2a0, Sharjah, UAE","Commun. Eng. Dept., Khalifa Univ. of Sci., Sharjah"],"affiliations":[{"raw_affiliation_string":"Communication Engineering Department, Khalifa University of Science, \uc2a0Technology and Research\uc2a0, Sharjah, UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Commun. Eng. Dept., Khalifa Univ. of Sci., Sharjah","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026573056","display_name":"Raed M. Shubair","orcid":"https://orcid.org/0000-0002-2586-9963"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"R. M. Shubair","raw_affiliation_strings":["Communication Engineering Department, Khalifa University of Science, \uc2a0Technology and Research\uc2a0, Sharjah, UAE","Commun. Eng. Dept., Khalifa Univ. of Sci., Sharjah"],"affiliations":[{"raw_affiliation_string":"Communication Engineering Department, Khalifa University of Science, \uc2a0Technology and Research\uc2a0, Sharjah, UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Commun. Eng. Dept., Khalifa Univ. of Sci., Sharjah","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5063183720"],"corresponding_institution_ids":["https://openalex.org/I176601375"],"apc_list":null,"apc_paid":null,"fwci":0.7488,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7330091,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"83","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.781044065952301},{"id":"https://openalex.org/keywords/equalization","display_name":"Equalization (audio)","score":0.6586042642593384},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6133150458335876},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6070104241371155},{"id":"https://openalex.org/keywords/least-mean-squares-filter","display_name":"Least mean squares filter","score":0.5803917646408081},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5353026986122131},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4866696000099182},{"id":"https://openalex.org/keywords/adaptive-algorithm","display_name":"Adaptive algorithm","score":0.4817359745502472},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4680927097797394},{"id":"https://openalex.org/keywords/digital-filter","display_name":"Digital filter","score":0.43221670389175415},{"id":"https://openalex.org/keywords/adaptive-system","display_name":"Adaptive system","score":0.4306780695915222},{"id":"https://openalex.org/keywords/kernel-adaptive-filter","display_name":"Kernel adaptive filter","score":0.41664087772369385},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12434443831443787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07996731996536255}],"concepts":[{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.781044065952301},{"id":"https://openalex.org/C75755367","wikidata":"https://www.wikidata.org/wiki/Q104531076","display_name":"Equalization (audio)","level":3,"score":0.6586042642593384},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6133150458335876},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6070104241371155},{"id":"https://openalex.org/C32617633","wikidata":"https://www.wikidata.org/wiki/Q1426666","display_name":"Least mean squares filter","level":3,"score":0.5803917646408081},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5353026986122131},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4866696000099182},{"id":"https://openalex.org/C2776003309","wikidata":"https://www.wikidata.org/wiki/Q1988072","display_name":"Adaptive algorithm","level":2,"score":0.4817359745502472},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4680927097797394},{"id":"https://openalex.org/C36390408","wikidata":"https://www.wikidata.org/wiki/Q1163067","display_name":"Digital filter","level":3,"score":0.43221670389175415},{"id":"https://openalex.org/C52970973","wikidata":"https://www.wikidata.org/wiki/Q2497134","display_name":"Adaptive system","level":2,"score":0.4306780695915222},{"id":"https://openalex.org/C13107197","wikidata":"https://www.wikidata.org/wiki/Q6394192","display_name":"Kernel adaptive filter","level":4,"score":0.41664087772369385},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12434443831443787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07996731996536255},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wd.2008.4812828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wd.2008.4812828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 1st IFIP Wireless Days","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2004534752","https://openalex.org/W2017816729","https://openalex.org/W2041212274","https://openalex.org/W2107084304","https://openalex.org/W2136416982","https://openalex.org/W2199011767"],"related_works":["https://openalex.org/W2079771791","https://openalex.org/W2357454918","https://openalex.org/W2081377629","https://openalex.org/W3148299653","https://openalex.org/W2276435569","https://openalex.org/W2389871109","https://openalex.org/W2189195857","https://openalex.org/W2076969796","https://openalex.org/W2292454021","https://openalex.org/W1554027414"],"abstract_inverted_index":{"Adaptive":[0],"filtering":[1],"algorithms":[2,26,60],"have":[3,27],"been":[4,28],"widely":[5],"applied":[6],"to":[7,35,87,120,137],"solve":[8],"the":[9,20,23,29,36,39,49,62,65,70,73,77,89,112,121,140],"problem":[10],"of":[11,38,45,64,79,83,93,95,107],"channel":[12,102],"equalization":[13],"in":[14,43,91,100,124],"digital":[15],"communication":[16],"systems.":[17],"So":[18],"far,":[19],"LMS":[21],"and":[22,48,76],"NLMS":[24,98,122],"adaptive":[25,101,113],"most":[30],"commonly":[31],"adopted":[32],"approaches":[33],"owing":[34],"clarity":[37],"mean-square-error":[40],"cost":[41],"function":[42],"terms":[44,92],"statistical":[46],"concept":[47],"simplicity":[50],"for":[51],"computation.":[52],"However,":[53],"a":[54],"critical":[55],"issue":[56],"associated":[57],"with":[58],"both":[59],"is":[61,69,86,110,129],"choice":[63],"step-size":[66,97],"parameter":[67],"that":[68,111],"trade-off":[71],"between":[72],"steady-state":[74],"misadjustment":[75],"speed":[78],"adaptation.":[80],"The":[81,104],"aim":[82],"this":[84,108],"paper":[85,109],"investigate":[88],"performance,":[90],"MSE,":[94],"random":[96,134],"algorithm":[99,123],"equalization.":[103],"proposed":[105],"idea":[106],"filter":[114],"will":[115],"change":[116],"its":[117,126],"coefficients":[118],"according":[119],"which":[125],"step":[127,141],"size":[128],"multiplied":[130],"by":[131],"PN":[132],"(pseudo":[133],"number":[135],"generator)":[136],"pseudo":[138],"randomize":[139],"size.":[142]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
