{"id":"https://openalex.org/W2990949337","doi":"https://doi.org/10.18287/1613-0073-2019-2416-290-299","title":"Using Models of Parallel Specialized Processors to Solve the Problem of Signal Separation","display_name":"Using Models of Parallel Specialized Processors to Solve the Problem of Signal Separation","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2990949337","doi":"https://doi.org/10.18287/1613-0073-2019-2416-290-299","mag":"2990949337"},"language":"en","primary_location":{"id":"doi:10.18287/1613-0073-2019-2416-290-299","doi":"https://doi.org/10.18287/1613-0073-2019-2416-290-299","is_oa":true,"landing_page_url":"https://doi.org/10.18287/1613-0073-2019-2416-290-299","pdf_url":"https://doi.org/10.18287/1613-0073-2019-2416-290-299","source":{"id":"https://openalex.org/S4363607880","display_name":"International Conference on Information Technology and Nanotechnology (ITNT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the V International conference Information Technology and Nanotechnology 2019","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.18287/1613-0073-2019-2416-290-299","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049832101","display_name":"Valery A. Zasov","orcid":"https://orcid.org/0000-0001-5872-0199","observed_orcids":["https://orcid.org/0000-0001-5872-0199"]},"institutions":[{"id":"https://openalex.org/I4210153747","display_name":"Samara State Transport University","ror":"https://ror.org/05m9bzv71","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210153747"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Valery Zasov","raw_affiliation_strings":["Samara State Transport University, Svobody street, 2B, Samara, Russia, 443066"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samara State Transport University, Svobody street, 2B, Samara, Russia, 443066","institution_ids":["https://openalex.org/I4210153747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5049832101"],"corresponding_institution_ids":["https://openalex.org/I4210153747"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"290","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.5570999979972839,"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":0.5570999979972839,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.07429999858140945,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11205","display_name":"Numerical methods in inverse problems","score":0.029400000348687172,"subfield":{"id":"https://openalex.org/subfields/2610","display_name":"Mathematical Physics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/signal-separation","display_name":"signal separation","score":0.8759999871253967},{"id":"https://openalex.org/keywords/recursive-filters","display_name":"recursive filtering","score":0.5540000200271606},{"id":"https://openalex.org/keywords/nonrecursive-filters","display_name":"nonrecursive filters","score":0.9940000176429749},{"id":"https://openalex.org/keywords/ill-posed-inverse-problems","display_name":"ill-posed inverse problems","score":0.8330000042915344},{"id":"https://openalex.org/keywords/parameter-uncertainty","display_name":"parameter uncertainty","score":0.7289999723434448},{"id":"https://openalex.org/keywords/computational-complexity-analysis","display_name":"complexity analysis","score":0.8159999847412109},{"id":"https://openalex.org/keywords/parallel-data-processing","display_name":"parallel data processing","score":0.6230000257492065}],"concepts":[{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.7515743970870972},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7468338012695312},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.6434682011604309},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.6252868175506592},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5348250865936279},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4945485293865204},{"id":"https://openalex.org/C106515295","wikidata":"https://www.wikidata.org/wiki/Q26806595","display_name":"Parallel processing","level":2,"score":0.44889548420906067},{"id":"https://openalex.org/C120373497","wikidata":"https://www.wikidata.org/wiki/Q1087987","display_name":"Parallel algorithm","level":2,"score":0.4431934952735901},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3879142701625824},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.20763003826141357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19225823879241943},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17494824528694153},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18287/1613-0073-2019-2416-290-299","doi":"https://doi.org/10.18287/1613-0073-2019-2416-290-299","is_oa":true,"landing_page_url":"https://doi.org/10.18287/1613-0073-2019-2416-290-299","pdf_url":"https://doi.org/10.18287/1613-0073-2019-2416-290-299","source":{"id":"https://openalex.org/S4363607880","display_name":"International Conference on Information Technology and Nanotechnology (ITNT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the V International conference Information Technology and Nanotechnology 2019","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18287/1613-0073-2019-2416-290-299","doi":"https://doi.org/10.18287/1613-0073-2019-2416-290-299","is_oa":true,"landing_page_url":"https://doi.org/10.18287/1613-0073-2019-2416-290-299","pdf_url":"https://doi.org/10.18287/1613-0073-2019-2416-290-299","source":{"id":"https://openalex.org/S4363607880","display_name":"International Conference on Information Technology and Nanotechnology (ITNT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the V International conference Information Technology and Nanotechnology 2019","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2990949337.pdf","grobid_xml":"https://content.openalex.org/works/W2990949337.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W1489793438","https://openalex.org/W2035727771","https://openalex.org/W2533781798","https://openalex.org/W2547142564","https://openalex.org/W2755654748","https://openalex.org/W2909171699"],"related_works":["https://openalex.org/W2057973315","https://openalex.org/W2995572048","https://openalex.org/W833809731","https://openalex.org/W3077898135","https://openalex.org/W2905158315","https://openalex.org/W2122227800","https://openalex.org/W1951567975","https://openalex.org/W2019119300","https://openalex.org/W1971643554","https://openalex.org/W2755654748"],"abstract_inverted_index":{"This":[0,85],"paper":[1,86,116],"considers":[2],"models":[3,33],"of":[4,16,20,28,34,48,56,71,80,96,125],"highly":[5],"efficient":[6,123],"specialized":[7,40,113,126],"processors":[8,41,58],"used":[9],"for":[10,121],"parallel":[11,39],"data":[12],"processing":[13],"as":[14],"part":[15],"solving":[17,45],"the":[18,46,63,69,77,88,97,104,119,122],"problem":[19,47,79],"extracting":[21],"individual":[22],"signals":[23],"from":[24,92],"an":[25,93],"additive":[26],"mixture":[27],"several":[29],"signals.":[30],"The":[31,101,115],"proposed":[32],"recursive,":[35],"nonrecursive,":[36],"and":[37],"regularization-based":[38,57],"provide":[42],"versatility":[43],"in":[44],"signal":[49,81],"separation":[50,82],"with":[51],"various":[52],"algorithms.":[53],"An":[54],"advantage":[55],"is":[59,83],"that":[60],"they":[61],"make":[62],"solution":[64],"stable":[65],"under":[66],"conditions":[67,120],"where":[68],"parameters":[70],"objects":[72],"exhibit":[73],"expected":[74],"uncertainty":[75],"when":[76],"inverse":[78],"ill-posed.":[84],"presents":[87],"results":[89,102],"we":[90],"obtained":[91],"asymptotic":[94],"analysis":[95],"computational":[98],"complexity":[99],"involved.":[100],"identify":[103],"time":[105],"it":[106],"takes":[107],"to":[108],"solve":[109],"problems":[110],"by":[111],"using":[112],"processors.":[114,127],"also":[117],"identifies":[118],"use":[124]},"counts_by_year":[],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2019-12-05T00:00:00"}