{"id":"https://openalex.org/W1985519915","doi":"https://doi.org/10.1155/2015/483937","title":"An Alternating Variable Step-Size Adaptive Long-Range Prediction of LMS Fading Signals","display_name":"An Alternating Variable Step-Size Adaptive Long-Range Prediction of LMS Fading Signals","publication_year":2015,"publication_date":"2015-02-01","ids":{"openalex":"https://openalex.org/W1985519915","doi":"https://doi.org/10.1155/2015/483937","mag":"1985519915"},"language":"en","primary_location":{"id":"doi:10.1155/2015/483937","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/483937","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1155/2015/483937","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047265119","display_name":"Xi Liao","orcid":"https://orcid.org/0000-0003-2416-1282"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Liao","raw_affiliation_strings":["College of Information & Communication Engineering, Harbin Engineering University, Harbin 150001, China","College of Information and Communication Engineering, Harbin Engineering University Harbin 150001, China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information & Communication Engineering, Harbin Engineering University, Harbin 150001, China","institution_ids":["https://openalex.org/I151727225"]},{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University Harbin 150001, China)","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012209797","display_name":"Rui Xue","orcid":"https://orcid.org/0000-0003-2228-6575"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rui Xue","raw_affiliation_strings":["College of Information & Communication Engineering, Harbin Engineering University, Harbin 150001, China","College of Information and Communication Engineering, Harbin Engineering University Harbin 150001, China)"],"raw_orcid":"https://orcid.org/0000-0003-2228-6575","affiliations":[{"raw_affiliation_string":"College of Information & Communication Engineering, Harbin Engineering University, Harbin 150001, China","institution_ids":["https://openalex.org/I151727225"]},{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University Harbin 150001, China)","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100930654","display_name":"Danfeng Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan-feng Zhao","raw_affiliation_strings":["College of Information & Communication Engineering, Harbin Engineering University, Harbin 150001, China","College of Information and Communication Engineering, Harbin Engineering University Harbin 150001, China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information & Communication Engineering, Harbin Engineering University, Harbin 150001, China","institution_ids":["https://openalex.org/I151727225"]},{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University Harbin 150001, China)","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101921102","display_name":"Yang Wang","orcid":"https://orcid.org/0009-0004-5649-1133"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["College of Information & Communication Engineering, Harbin Engineering University, Harbin 150001, China","College of Information and Communication Engineering, Harbin Engineering University Harbin 150001, China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information & Communication Engineering, Harbin Engineering University, Harbin 150001, China","institution_ids":["https://openalex.org/I151727225"]},{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University Harbin 150001, China)","institution_ids":["https://openalex.org/I151727225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5012209797"],"corresponding_institution_ids":["https://openalex.org/I151727225"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20269999,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"2","first_page":"483937","last_page":"483937"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T12042","display_name":"Satellite Communication Systems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.9986000061035156,"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"}},{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.996399998664856,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.8834543228149414},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6837255954742432},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.6332346200942993},{"id":"https://openalex.org/keywords/linear-prediction","display_name":"Linear prediction","score":0.5948158502578735},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5819154977798462},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5806876420974731},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5784218907356262},{"id":"https://openalex.org/keywords/autocorrelation","display_name":"Autocorrelation","score":0.5397608280181885},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4940936863422394},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4555231034755707},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.4498462378978729},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3437228500843048},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27897828817367554},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16404849290847778},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.078738272190094}],"concepts":[{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.8834543228149414},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6837255954742432},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.6332346200942993},{"id":"https://openalex.org/C131109320","wikidata":"https://www.wikidata.org/wiki/Q581012","display_name":"Linear prediction","level":2,"score":0.5948158502578735},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5819154977798462},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5806876420974731},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5784218907356262},{"id":"https://openalex.org/C5297727","wikidata":"https://www.wikidata.org/wiki/Q786970","display_name":"Autocorrelation","level":2,"score":0.5397608280181885},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4940936863422394},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4555231034755707},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.4498462378978729},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3437228500843048},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27897828817367554},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16404849290847778},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.078738272190094},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2015/483937","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/483937","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:11:y:2015:i:2:p:483937","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1155/2015/483937","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:3a9c5850f48e451f812e286ec4e1823d","is_oa":true,"landing_page_url":"https://doaj.org/article/3a9c5850f48e451f812e286ec4e1823d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Distributed Sensor Networks, Vol 11 (2015)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2015/483937","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/483937","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.49000000953674316,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G1133720065","display_name":null,"funder_award_id":"HEUCF140807","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3947088957","display_name":null,"funder_award_id":"61403093","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8204110430","display_name":null,"funder_award_id":"LC2013C22","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1536386091","https://openalex.org/W1570169461","https://openalex.org/W1970055954","https://openalex.org/W1972488118","https://openalex.org/W1973942241","https://openalex.org/W2003925783","https://openalex.org/W2007148958","https://openalex.org/W2016366515","https://openalex.org/W2036323117","https://openalex.org/W2036592500","https://openalex.org/W2046245205","https://openalex.org/W2047552255","https://openalex.org/W2049158557","https://openalex.org/W2065433604","https://openalex.org/W2065872254","https://openalex.org/W2091887332","https://openalex.org/W2108787612","https://openalex.org/W2130634246","https://openalex.org/W2131703846","https://openalex.org/W2137988717","https://openalex.org/W2141356179","https://openalex.org/W2143787614","https://openalex.org/W2144136361","https://openalex.org/W2152660369","https://openalex.org/W2372119155","https://openalex.org/W2591561983","https://openalex.org/W3151647019"],"related_works":["https://openalex.org/W1931943713","https://openalex.org/W301676527","https://openalex.org/W2103028776","https://openalex.org/W1757854673","https://openalex.org/W3140554627","https://openalex.org/W2991224564","https://openalex.org/W4289865786","https://openalex.org/W2172055400","https://openalex.org/W2507345605","https://openalex.org/W2110670012"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,21,71],"linear":[3,129],"alternating":[4],"variable":[5,91],"step-size":[6,92],"adaptive":[7,97],"long-range":[8,82,98,157,183],"prediction":[9,41,121,130,155,184],"(AVSS-ALRP)":[10],"scheme":[11,148],"to":[12,38,65,79,105],"predict":[13,80,106],"fading":[14,109,161,173],"signals":[15,110,162],"which":[16],"is":[17,36,77,136],"especially":[18],"suitable":[19],"for":[20,55,156],"versatile":[22],"two-state":[23,165],"land":[24],"mobile":[25],"satellite":[26,56],"(LMS)":[27],"channel":[28,48,67,83,108,158,167],"model":[29,49,168],"at":[30],"S-band.":[31],"A":[32],"three-step":[33],"design":[34],"procedure":[35],"presented":[37],"optimize":[39],"the":[40,46,102,112,119,128,138,146,164,172,188],"performance.":[42],"Firstly,":[43],"we":[44,100],"establish":[45],"Gilbert-Elliot":[47,166],"based":[50,126],"on":[51,127],"first-order":[52],"Markov":[53],"chain":[54],"communication":[57],"downlink":[58],"and":[59,96,118,160,169,195],"take":[60],"advantage":[61],"of":[62,86,114,131,190],"smoothing":[63],"average":[64],"obtain":[66],"observed":[68],"values.":[69],"At":[70],"second":[72],"stage,":[73],"eigenvalue":[74],"decomposition":[75],"method":[76],"applied":[78],"future":[81],"state":[84,159],"instead":[85],"weighted":[87],"prediction.":[88],"Finally,":[89],"combining":[90],"least":[93],"mean":[94,191],"squares":[95],"prediction,":[99],"introduce":[101],"VSS-ALRP":[103],"algorithm":[104,186],"LMS":[107],"in":[111,137],"case":[113],"\u201c":[115,139],"good\u201d":[116],"state,":[117],"obtained":[120],"results":[122,143,189],"would":[123],"be":[124],"revised":[125],"error":[132,193],"when":[133],"shadowing":[134],"condition":[135],"bad\u201d":[140],"state.":[141],"Simulation":[142],"show":[144],"that":[145],"proposed":[147],"can":[149],"not":[150],"only":[151],"offer":[152],"an":[153],"accurate":[154],"over":[163],"greatly":[170],"enhance":[171],"signals\u2019":[174],"autocorrelation,":[175],"but":[176],"also":[177],"have":[178],"considerably":[179],"better":[180],"performance":[181],"than":[182],"(LRP)":[185],"from":[187],"square":[192],"(MSE)":[194],"correlation":[196],"coefficient.":[197]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
