{"id":"https://openalex.org/W2087861032","doi":"https://doi.org/10.1109/siu.2012.6204630","title":"A novel PSO based blind channel estimation and equalization","display_name":"A novel PSO based blind channel estimation and equalization","publication_year":2012,"publication_date":"2012-04-01","ids":{"openalex":"https://openalex.org/W2087861032","doi":"https://doi.org/10.1109/siu.2012.6204630","mag":"2087861032"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2012.6204630","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2012.6204630","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 20th Signal Processing and Communications Applications Conference (SIU)","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/A5069595717","display_name":"Emin Tu\u011fcu","orcid":"https://orcid.org/0000-0001-5308-3071"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Emin Tugcu","raw_affiliation_strings":["Elektrik-Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, DSP Lab, Karadeniz Teknik \u00dcniversitesi, Trabzon, Turkey","Elektrik-Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Karadeniz Teknik \u00dcniversitesi DSP Lab., Trabzon, Turkey"],"affiliations":[{"raw_affiliation_string":"Elektrik-Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, DSP Lab, Karadeniz Teknik \u00dcniversitesi, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]},{"raw_affiliation_string":"Elektrik-Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Karadeniz Teknik \u00dcniversitesi DSP Lab., Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060346257","display_name":"\u0130. Kaya","orcid":"https://orcid.org/0000-0002-0862-0525"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ismail Kaya","raw_affiliation_strings":["Elektrik-Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, DSP Lab, Karadeniz Teknik \u00dcniversitesi, Trabzon, Turkey","Elektrik-Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Karadeniz Teknik \u00dcniversitesi DSP Lab., Trabzon, Turkey"],"affiliations":[{"raw_affiliation_string":"Elektrik-Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, DSP Lab, Karadeniz Teknik \u00dcniversitesi, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]},{"raw_affiliation_string":"Elektrik-Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Karadeniz Teknik \u00dcniversitesi DSP Lab., Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028489643","display_name":"Ali \u00d6zen","orcid":"https://orcid.org/0000-0003-3232-3181"},"institutions":[{"id":"https://openalex.org/I2801336597","display_name":"Nuh Naci Yazgan University","ror":"https://ror.org/030xrqd09","country_code":"TR","type":"education","lineage":["https://openalex.org/I2801336597"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ali Ozen","raw_affiliation_strings":["Elektrik-Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Nuh Naci Yazgan \u00dcniversitesi, Kayseri, Turkey"],"affiliations":[{"raw_affiliation_string":"Elektrik-Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Nuh Naci Yazgan \u00dcniversitesi, Kayseri, Turkey","institution_ids":["https://openalex.org/I2801336597"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069595717"],"corresponding_institution_ids":["https://openalex.org/I162720556"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16411674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":1.0,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9962999820709229,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/blind-equalization","display_name":"Blind equalization","score":0.8108941316604614},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6988222599029541},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.692314624786377},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6591099500656128},{"id":"https://openalex.org/keywords/equalization","display_name":"Equalization (audio)","score":0.5938959121704102},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.555578887462616},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.531161367893219},{"id":"https://openalex.org/keywords/least-mean-squares-filter","display_name":"Least mean squares filter","score":0.4995887279510498},{"id":"https://openalex.org/keywords/adaptive-equalizer","display_name":"Adaptive equalizer","score":0.47420933842658997},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4651741683483124},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.44522637128829956},{"id":"https://openalex.org/keywords/least-squares-function-approximation","display_name":"Least-squares function approximation","score":0.4291265606880188},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38894620537757874},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.3847326636314392},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.37480056285858154},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3097519874572754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16132578253746033},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13621586561203003},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12812605500221252},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11914974451065063},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.08382675051689148}],"concepts":[{"id":"https://openalex.org/C41425797","wikidata":"https://www.wikidata.org/wiki/Q4926640","display_name":"Blind equalization","level":4,"score":0.8108941316604614},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6988222599029541},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.692314624786377},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6591099500656128},{"id":"https://openalex.org/C75755367","wikidata":"https://www.wikidata.org/wiki/Q104531076","display_name":"Equalization (audio)","level":3,"score":0.5938959121704102},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.555578887462616},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.531161367893219},{"id":"https://openalex.org/C32617633","wikidata":"https://www.wikidata.org/wiki/Q1426666","display_name":"Least mean squares filter","level":3,"score":0.4995887279510498},{"id":"https://openalex.org/C25125847","wikidata":"https://www.wikidata.org/wiki/Q4680741","display_name":"Adaptive equalizer","level":4,"score":0.47420933842658997},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4651741683483124},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.44522637128829956},{"id":"https://openalex.org/C9936470","wikidata":"https://www.wikidata.org/wiki/Q6510405","display_name":"Least-squares function approximation","level":3,"score":0.4291265606880188},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38894620537757874},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.3847326636314392},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.37480056285858154},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3097519874572754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16132578253746033},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13621586561203003},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12812605500221252},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11914974451065063},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.08382675051689148},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu.2012.6204630","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2012.6204630","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 20th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1545365478","https://openalex.org/W1591969533","https://openalex.org/W1985309579","https://openalex.org/W2051303564","https://openalex.org/W2090051694","https://openalex.org/W2097987904","https://openalex.org/W2111593606","https://openalex.org/W2148468997","https://openalex.org/W2152195021","https://openalex.org/W2160434634","https://openalex.org/W2164506387","https://openalex.org/W2170459977","https://openalex.org/W4229899424"],"related_works":["https://openalex.org/W2545553786","https://openalex.org/W2349154090","https://openalex.org/W2993703512","https://openalex.org/W2133621247","https://openalex.org/W2186363603","https://openalex.org/W2384751807","https://openalex.org/W2118910124","https://openalex.org/W2018366688","https://openalex.org/W2387081227","https://openalex.org/W2037713886"],"abstract_inverted_index":{"As":[0],"an":[1],"alternative":[2],"technique":[3,33],"to":[4,85,106,127],"well-known":[5],"constant":[6],"modulus":[7],"algorithm":[8,25,74],"(CMA),":[9],"a":[10,79,89],"Decision":[11],"Feedback":[12],"Equalizer":[13],"via":[14],"Channel":[15],"Matched":[16],"Filter":[17],"(CMF-DFE)":[18],"based":[19,50,108,133],"blind":[20,94,109],"channel":[21,95],"estimation":[22,96,135],"and":[23,45,56,82,97,111],"equalization":[24,98],"is":[26,75,100,104,117],"proposed":[27,32],"in":[28,39],"this":[29],"paper.":[30],"The":[31],"employs":[34],"Particle":[35],"Swarm":[36],"Optimization":[37],"(PSO)":[38],"training,":[40],"where":[41],"the":[42,62,67,71,115,123],"conventional":[43],"CMA":[44,112],"least":[46],"mean":[47],"squares":[48],"(LMS)":[49],"training":[51,73,86,131],"algorithms":[52],"are":[53],"found":[54],"slow":[55],"their":[57],"convergence":[58,81],"strictly":[59],"depend":[60],"on":[61],"step":[63],"size":[64],"parameter.":[65],"On":[66],"other":[68],"hand,":[69],"if":[70],"PSO":[72],"employed,":[76],"it":[77,103],"provides":[78],"faster":[80],"less":[83],"sensitivity":[84],"parameters.":[87],"Thus,":[88],"rapid":[90],"converging":[91],"high":[92],"performance":[93,125],"method":[99],"obtained,":[101],"as":[102],"compared":[105],"CMF-DFE":[107],"LMS":[110],"algorithm.":[113],"Here,":[114],"price":[116],"paid":[118],"for":[119],"more":[120],"complexity,":[121],"however":[122],"obtained":[124],"promises":[126],"compete":[128],"with":[129],"reference":[130],"sequence":[132],"parameter":[134],"techniques.":[136]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
