{"id":"https://openalex.org/W2857600380","doi":"https://doi.org/10.1109/iccw.2018.8403665","title":"Robust MLSD for Wideband SIMO Systems with One-Bit ADCs: Reinforcement-Learning Approach","display_name":"Robust MLSD for Wideband SIMO Systems with One-Bit ADCs: Reinforcement-Learning Approach","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2857600380","doi":"https://doi.org/10.1109/iccw.2018.8403665","mag":"2857600380"},"language":"en","primary_location":{"id":"doi:10.1109/iccw.2018.8403665","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccw.2018.8403665","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communications Workshops (ICC Workshops)","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/A5012803748","display_name":"Yo\u2013Seb Jeon","orcid":"https://orcid.org/0000-0002-2886-157X"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yo-Seb Jeon","raw_affiliation_strings":["POSTECH, Future IT Innovation Laboratory, Pohang, Gyeongbuk, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"POSTECH, Future IT Innovation Laboratory, Pohang, Gyeongbuk, Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006537336","display_name":"Hyowon Lee","orcid":"https://orcid.org/0000-0001-7628-1441"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyowon Lee","raw_affiliation_strings":["Department of Electrical Engineering, POSTECH, Pohang, Gyeongbuk, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, POSTECH, Pohang, Gyeongbuk, Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014076559","display_name":"Namyoon Lee","orcid":"https://orcid.org/0000-0003-4321-4108"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Namyoon Lee","raw_affiliation_strings":["POSTECH, Future IT Innovation Laboratory, Pohang, Gyeongbuk, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"POSTECH, Future IT Innovation Laboratory, Pohang, Gyeongbuk, Korea","institution_ids":["https://openalex.org/I123900574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7856,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7403224,"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":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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/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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9987000226974487,"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/computer-science","display_name":"Computer science","score":0.7120413780212402},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5331584215164185},{"id":"https://openalex.org/keywords/converters","display_name":"Converters","score":0.48842209577560425},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.43087825179100037},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.399413526058197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28464651107788086},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11676043272018433},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.07664996385574341}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7120413780212402},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5331584215164185},{"id":"https://openalex.org/C2778422915","wikidata":"https://www.wikidata.org/wiki/Q10302051","display_name":"Converters","level":3,"score":0.48842209577560425},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.43087825179100037},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.399413526058197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28464651107788086},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11676043272018433},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.07664996385574341},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iccw.2018.8403665","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccw.2018.8403665","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},{"id":"pmh:oai:oasis.postech.ac.kr:2014.oak/101929","is_oa":false,"landing_page_url":"https://oasis.postech.ac.kr/handle/2014.oak/101929","pdf_url":null,"source":{"id":"https://openalex.org/S4306401965","display_name":"Open Access System for Information Sharing (Pohang University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I123900574","host_organization_name":"Pohang University of Science and Technology","host_organization_lineage":["https://openalex.org/I123900574"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1776974347","https://openalex.org/W1892643793","https://openalex.org/W1965673099","https://openalex.org/W2010720673","https://openalex.org/W2016999686","https://openalex.org/W2134179788","https://openalex.org/W2141058125","https://openalex.org/W2259323981","https://openalex.org/W2533046718","https://openalex.org/W2605537711","https://openalex.org/W2807941636","https://openalex.org/W2964163499","https://openalex.org/W3099569782","https://openalex.org/W3105846222","https://openalex.org/W6752479088"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W631083485","https://openalex.org/W4313452936","https://openalex.org/W2097026685","https://openalex.org/W2480068220","https://openalex.org/W2102542442","https://openalex.org/W1986220761","https://openalex.org/W2070883797","https://openalex.org/W2042495646","https://openalex.org/W4386859288"],"abstract_inverted_index":{"This":[0],"paper":[1],"considers":[2],"a":[3,18,55,89,115],"wideband":[4],"single-input":[5],"multiple-":[6],"output":[7],"(SIMO)":[8],"system":[9,79],"with":[10,80],"one-bit":[11,67],"analog-to-digital":[12],"converters":[13],"(ADCs).":[14],"In":[15,105],"this":[16],"system,":[17],"robust":[19],"maximum-":[20],"likelihood-sequence-detector":[21],"(MLSD)":[22],"is":[23,45,100,108],"proposed":[24,43,85,112],"under":[25,129],"imperfect":[26,103,130],"channel":[27],"state":[28],"information":[29,63],"at":[30],"receiver":[31],"(CSIR).":[32],"Inspired":[33],"by":[34,53,102],"reinforcement":[35],"learning":[36,71],"theory,":[37],"the":[38,42,48,66,72,78,81,84,93,96,111,125],"key":[39],"idea":[40],"of":[41,50,60,77,95,120],"detector":[44],"to":[46,124],"enhance":[47],"reliability":[49],"detection":[51,97],"metrics":[52],"exploiting":[54],"data":[56,82],"set":[57],"that":[58,110],"consists":[59],"previously":[61],"detected":[62],"symbols":[64],"and":[65],"quantized":[68],"outputs.":[69],"By":[70],"conditional":[73],"probability":[74],"mass":[75],"function":[76],"set,":[83],"MLSD":[86,113,127],"algorithm":[87,128],"reduces":[88],"model":[90],"error":[91],"in":[92,118],"computation":[94],"metrics,":[98],"which":[99],"caused":[101],"CSIR.":[104,131],"simulations,":[106],"it":[107],"shown":[109],"provides":[114],"significant":[116],"gain":[117],"terms":[119],"frame-error-":[121],"rates":[122],"compared":[123],"conventional":[126]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}