{"id":"https://openalex.org/W2095660164","doi":"https://doi.org/10.1109/pimrc.2002.1045204","title":"Comparing RLS and LMS adaptive equalizers for nonstationary wireless channels in mobile ad hoc networks","display_name":"Comparing RLS and LMS adaptive equalizers for nonstationary wireless channels in mobile ad hoc networks","publication_year":2003,"publication_date":"2003-08-27","ids":{"openalex":"https://openalex.org/W2095660164","doi":"https://doi.org/10.1109/pimrc.2002.1045204","mag":"2095660164"},"language":"en","primary_location":{"id":"doi:10.1109/pimrc.2002.1045204","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2002.1045204","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 13th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications","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/A5101701437","display_name":"Ruidong Wang","orcid":"https://orcid.org/0000-0003-0910-9726"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"R. Wang","raw_affiliation_strings":["Department of Electrical Engineering, Standford University, Stanford, CA, USA","[Dept. of Electr. Eng., Stanford Univ., CA, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Standford University, Stanford, CA, USA","institution_ids":[]},{"raw_affiliation_string":"[Dept. of Electr. Eng., Stanford Univ., CA, USA]","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110199368","display_name":"Nihar Jindal","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"N. Jindal","raw_affiliation_strings":["Department of Electrical Engineering, Standford University, Stanford, CA, USA","[Dept. of Electr. Eng., Stanford Univ., CA, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Standford University, Stanford, CA, USA","institution_ids":[]},{"raw_affiliation_string":"[Dept. of Electr. Eng., Stanford Univ., CA, USA]","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004573692","display_name":"Th Bruns","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"T. Bruns","raw_affiliation_strings":["Department of Electrical Engineering, Standford University, Stanford, CA, USA","[Dept. of Electr. Eng., Stanford Univ., CA, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Standford University, Stanford, CA, USA","institution_ids":[]},{"raw_affiliation_string":"[Dept. of Electr. Eng., Stanford Univ., CA, USA]","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004059187","display_name":"Ahmad Bahai","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A.R.S. Bahai","raw_affiliation_strings":["Department of Electrical Engineering, Standford University, Stanford, CA, USA","Wireless Division, National Semiconductor GmbH, Fremont, CA, USA","[Dept. of Electr. Eng., Stanford Univ., CA, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Standford University, Stanford, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Wireless Division, National Semiconductor GmbH, Fremont, CA, USA","institution_ids":[]},{"raw_affiliation_string":"[Dept. of Electr. Eng., Stanford Univ., CA, USA]","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109329029","display_name":"D.C. Cox","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D.C. Cox","raw_affiliation_strings":["Department of Electrical Engineering, Standford University, Stanford, CA, USA","[Dept. of Electr. Eng., Stanford Univ., CA, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Standford University, Stanford, CA, USA","institution_ids":[]},{"raw_affiliation_string":"[Dept. of Electr. Eng., Stanford Univ., CA, USA]","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101701437"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":0.4572,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.68262999,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1131","last_page":"1135"},"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10575","display_name":"Wireless Communication Networks Research","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/rayleigh-fading","display_name":"Rayleigh fading","score":0.721121072769165},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6304274201393127},{"id":"https://openalex.org/keywords/recursive-least-squares-filter","display_name":"Recursive least squares filter","score":0.6116346120834351},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5583577752113342},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5416560173034668},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.5408175587654114},{"id":"https://openalex.org/keywords/least-mean-squares-filter","display_name":"Least mean squares filter","score":0.5383087396621704},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.5188954472541809},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.505640983581543},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.49449750781059265},{"id":"https://openalex.org/keywords/impulse-response","display_name":"Impulse response","score":0.4883262813091278},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4787846803665161},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.47647449374198914},{"id":"https://openalex.org/keywords/impulse","display_name":"Impulse (physics)","score":0.4402652680873871},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.4112323224544525},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.35860002040863037},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3117005527019501},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2611943483352661},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.23986124992370605}],"concepts":[{"id":"https://openalex.org/C56985126","wikidata":"https://www.wikidata.org/wiki/Q854039","display_name":"Rayleigh fading","level":4,"score":0.721121072769165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6304274201393127},{"id":"https://openalex.org/C145249878","wikidata":"https://www.wikidata.org/wiki/Q2835868","display_name":"Recursive least squares filter","level":3,"score":0.6116346120834351},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5583577752113342},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5416560173034668},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.5408175587654114},{"id":"https://openalex.org/C32617633","wikidata":"https://www.wikidata.org/wiki/Q1426666","display_name":"Least mean squares filter","level":3,"score":0.5383087396621704},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.5188954472541809},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.505640983581543},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.49449750781059265},{"id":"https://openalex.org/C72279823","wikidata":"https://www.wikidata.org/wiki/Q1139726","display_name":"Impulse response","level":2,"score":0.4883262813091278},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4787846803665161},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.47647449374198914},{"id":"https://openalex.org/C70836080","wikidata":"https://www.wikidata.org/wiki/Q837940","display_name":"Impulse (physics)","level":2,"score":0.4402652680873871},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.4112323224544525},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.35860002040863037},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3117005527019501},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2611943483352661},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23986124992370605},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/pimrc.2002.1045204","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2002.1045204","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 13th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.11.5905","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.11.5905","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ctr.kcl.ac.uk/Private/Mischa/PIMRC2002/support/../papers/cr1468.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W87496662","https://openalex.org/W824811615","https://openalex.org/W1483484469","https://openalex.org/W1492221128","https://openalex.org/W1497474439","https://openalex.org/W1839685063","https://openalex.org/W1932354030","https://openalex.org/W1995271416","https://openalex.org/W2038085771","https://openalex.org/W2126478251","https://openalex.org/W2495802805","https://openalex.org/W2798333393","https://openalex.org/W2895674046","https://openalex.org/W4300988833","https://openalex.org/W6629420886","https://openalex.org/W6629825658","https://openalex.org/W6638829536","https://openalex.org/W6640516174","https://openalex.org/W7018733341","https://openalex.org/W7045474554"],"related_works":["https://openalex.org/W2081837274","https://openalex.org/W301676527","https://openalex.org/W2185121463","https://openalex.org/W1511904591","https://openalex.org/W1818073027","https://openalex.org/W2070177675","https://openalex.org/W3134357585","https://openalex.org/W3040496336","https://openalex.org/W2114287788","https://openalex.org/W2110793934"],"abstract_inverted_index":{"The":[0],"paper":[1],"compares":[2],"performance":[3],"of":[4,34],"finite":[5],"impulse":[6],"response":[7],"(FIR)":[8],"adaptive":[9],"linear":[10],"equalizers":[11],"based":[12],"on":[13],"the":[14,49,71],"recursive":[15],"least-squares":[16],"(RLS)":[17],"and":[18,40],"least":[19],"mean":[20],"square":[21],"(LMS)":[22],"algorithms":[23],"in":[24,32,56],"nonstationary":[25,72],"uncorrelated":[26],"scattering":[27],"wireless":[28,53],"channels.":[29],"Simulation":[30],"results,":[31],"terms":[33],"steady-state":[35],"mean-square":[36],"estimation":[37],"error":[38],"(MSE)":[39],"average":[41],"bit-error":[42],"rate":[43],"(BER)":[44],"metrics,":[45],"are":[46,64],"found":[47,79],"for":[48],"frequency-selective":[50],"Rayleigh":[51],"fading":[52],"channel":[54,73],"experienced":[55],"a":[57],"mobile":[58],"ad":[59],"hoc":[60],"network":[61],"where":[62],"nodes":[63],"lognormally":[65],"shadowed":[66],"from":[67],"each":[68],"other.":[69],"For":[70],"models":[74],"considered,":[75],"RLS":[76],"is":[77],"always":[78],"to":[80],"outperform":[81],"LMS.":[82]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
