{"id":"https://openalex.org/W4210933583","doi":"https://doi.org/10.1109/wpmc52694.2021.9700423","title":"A Novel MIMO Signal Detection Method Using Hamiltonian Monte Carlo Approach","display_name":"A Novel MIMO Signal Detection Method Using Hamiltonian Monte Carlo Approach","publication_year":2021,"publication_date":"2021-12-14","ids":{"openalex":"https://openalex.org/W4210933583","doi":"https://doi.org/10.1109/wpmc52694.2021.9700423"},"language":"en","primary_location":{"id":"doi:10.1109/wpmc52694.2021.9700423","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wpmc52694.2021.9700423","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 24th International Symposium on Wireless Personal Multimedia Communications (WPMC)","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/A5101906648","display_name":"Kazushi Matsumura","orcid":"https://orcid.org/0000-0003-0127-5842"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazushi Matsumura","raw_affiliation_strings":["Hokkaido University Kita 14, Nishi 9, Kita-ku, Sapporo,Graduate School / Faculty of Information Science and Technology,Hokkaido,Japan,060\u20130814"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hokkaido University Kita 14, Nishi 9, Kita-ku, Sapporo,Graduate School / Faculty of Information Science and Technology,Hokkaido,Japan,060\u20130814","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112392077","display_name":"Junichiro Hagiwara","orcid":null},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Junichiro Hagiwara","raw_affiliation_strings":["Hokkaido University Kita 14, Nishi 9, Kita-ku, Sapporo,Graduate School / Faculty of Information Science and Technology,Hokkaido,Japan,060\u20130814"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hokkaido University Kita 14, Nishi 9, Kita-ku, Sapporo,Graduate School / Faculty of Information Science and Technology,Hokkaido,Japan,060\u20130814","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058947969","display_name":"Toshihiko Nishimura","orcid":"https://orcid.org/0000-0002-4759-2483"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshihiko Nishimura","raw_affiliation_strings":["Hokkaido University Kita 14, Nishi 9, Kita-ku, Sapporo,Graduate School / Faculty of Information Science and Technology,Hokkaido,Japan,060\u20130814"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hokkaido University Kita 14, Nishi 9, Kita-ku, Sapporo,Graduate School / Faculty of Information Science and Technology,Hokkaido,Japan,060\u20130814","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064930134","display_name":"Takeo Ohgane","orcid":null},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takeo Ohgane","raw_affiliation_strings":["Hokkaido University Kita 14, Nishi 9, Kita-ku, Sapporo,Graduate School / Faculty of Information Science and Technology,Hokkaido,Japan,060\u20130814"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hokkaido University Kita 14, Nishi 9, Kita-ku, Sapporo,Graduate School / Faculty of Information Science and Technology,Hokkaido,Japan,060\u20130814","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102847414","display_name":"Yasutaka Ogawa","orcid":"https://orcid.org/0000-0002-9835-9948"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasutaka Ogawa","raw_affiliation_strings":["Hokkaido University Kita 14, Nishi 9, Kita-ku, Sapporo,Graduate School / Faculty of Information Science and Technology,Hokkaido,Japan,060\u20130814"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hokkaido University Kita 14, Nishi 9, Kita-ku, Sapporo,Graduate School / Faculty of Information Science and Technology,Hokkaido,Japan,060\u20130814","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045532627","display_name":"Takanori Sato","orcid":"https://orcid.org/0000-0001-8460-6162"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takanori Sato","raw_affiliation_strings":["Hokkaido University Kita 14, Nishi 9, Kita-ku, Sapporo,Graduate School / Faculty of Information Science and Technology,Hokkaido,Japan,060\u20130814"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hokkaido University Kita 14, Nishi 9, Kita-ku, Sapporo,Graduate School / Faculty of Information Science and Technology,Hokkaido,Japan,060\u20130814","institution_ids":["https://openalex.org/I205349734"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2034,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53873002,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"120","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9993000030517578,"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/T11321","display_name":"Error Correcting Code Techniques","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/T10575","display_name":"Wireless Communication Networks Research","score":0.9958000183105469,"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/mimo","display_name":"MIMO","score":0.7532778978347778},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.7324414253234863},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6778947710990906},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.655997633934021},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5326979160308838},{"id":"https://openalex.org/keywords/hybrid-monte-carlo","display_name":"Hybrid Monte Carlo","score":0.511062502861023},{"id":"https://openalex.org/keywords/detection-theory","display_name":"Detection theory","score":0.4911472499370575},{"id":"https://openalex.org/keywords/gibbs-sampling","display_name":"Gibbs sampling","score":0.4877811074256897},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.48642492294311523},{"id":"https://openalex.org/keywords/importance-sampling","display_name":"Importance sampling","score":0.43059858679771423},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.42303991317749023},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36319682002067566},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.351290225982666},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20093563199043274},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1774282455444336},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16658782958984375},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.13882121443748474},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12116464972496033},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10451409220695496},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09903481602668762},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.08876773715019226}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.7532778978347778},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.7324414253234863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6778947710990906},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.655997633934021},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5326979160308838},{"id":"https://openalex.org/C13153151","wikidata":"https://www.wikidata.org/wiki/Q1639846","display_name":"Hybrid Monte Carlo","level":4,"score":0.511062502861023},{"id":"https://openalex.org/C137270730","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Detection theory","level":3,"score":0.4911472499370575},{"id":"https://openalex.org/C158424031","wikidata":"https://www.wikidata.org/wiki/Q1191905","display_name":"Gibbs sampling","level":3,"score":0.4877811074256897},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.48642492294311523},{"id":"https://openalex.org/C52740198","wikidata":"https://www.wikidata.org/wiki/Q1539564","display_name":"Importance sampling","level":3,"score":0.43059858679771423},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.42303991317749023},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36319682002067566},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.351290225982666},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20093563199043274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1774282455444336},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16658782958984375},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.13882121443748474},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12116464972496033},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10451409220695496},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09903481602668762},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.08876773715019226},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wpmc52694.2021.9700423","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wpmc52694.2021.9700423","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 24th International Symposium on Wireless Personal Multimedia Communications (WPMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2009086942","https://openalex.org/W2020999234","https://openalex.org/W2024518655","https://openalex.org/W2055923209","https://openalex.org/W2059448777","https://openalex.org/W2116631972","https://openalex.org/W2139317044","https://openalex.org/W2599148673","https://openalex.org/W2939876363","https://openalex.org/W3099287445","https://openalex.org/W3156122352","https://openalex.org/W3159913259","https://openalex.org/W4235560058","https://openalex.org/W6784964241","https://openalex.org/W6793815810"],"related_works":["https://openalex.org/W3125971950","https://openalex.org/W1580681286","https://openalex.org/W2175355783","https://openalex.org/W2622204791","https://openalex.org/W1579866848","https://openalex.org/W1546022168","https://openalex.org/W2066716418","https://openalex.org/W2905524938","https://openalex.org/W3198356641","https://openalex.org/W1539868720"],"abstract_inverted_index":{"Multiple-input":[0],"multiple-output":[1],"(MIMO)":[2],"is":[3,124],"a":[4,48,77,125,129],"modern":[5],"wireless":[6],"transmission":[7],"technology":[8],"that":[9,83,120],"can":[10,62],"dramatically":[11],"increase":[12],"communication":[13],"speed":[14],"and":[15,46,96,105],"capacity.":[16],"Since":[17],"the":[18,27,55,64,71,84,88,92,102,121],"computational":[19],"complexity":[20],"of":[21,29],"received":[22],"signal":[23,50,65,73,115],"detection":[24,51,74],"increases":[25],"with":[26],"number":[28],"antennas,":[30],"various":[31],"improvement":[32],"methods":[33,45],"have":[34],"been":[35],"investigated.":[36],"This":[37,117],"paper":[38],"focuses":[39],"on":[40,54],"Markov":[41],"chain":[42],"Monte":[43,57],"Carlo":[44],"proposes":[47],"new":[49],"method":[52,61,86,90,95,123],"based":[53],"Hamiltonian":[56],"Carlo.":[58],"The":[59],"proposed":[60,85,122],"improve":[63],"search":[66],"efficiency":[67],"by":[68],"intentionally":[69],"expanding":[70],"discrete":[72],"problem":[75],"into":[76],"continuous-valued":[78],"one.":[79],"Simulation":[80],"results":[81],"show":[82],"outperforms":[87],"conventional":[89],"using":[91],"Gibbs":[93],"sampling":[94],"achieves":[97],"near-optimal":[98],"performance,":[99],"especially":[100],"when":[101],"modulation":[103],"order":[104],"spatial":[106],"correlations":[107],"are":[108,111],"high,":[109],"which":[110],"generally":[112],"difficult":[113],"for":[114,128],"detection.":[116],"result":[118],"suggests":[119],"promising":[126],"candidate":[127],"practical":[130],"MIMO":[131],"system.":[132]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}