{"id":"https://openalex.org/W2944659324","doi":"https://doi.org/10.1109/jiot.2019.2915598","title":"Learning-Based Iterative Interference Cancellation for Cognitive Internet of Things","display_name":"Learning-Based Iterative Interference Cancellation for Cognitive Internet of Things","publication_year":2019,"publication_date":"2019-05-08","ids":{"openalex":"https://openalex.org/W2944659324","doi":"https://doi.org/10.1109/jiot.2019.2915598","mag":"2944659324"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2019.2915598","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2915598","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-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/A5100330659","display_name":"Yi Liu","orcid":"https://orcid.org/0009-0001-0351-5259"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Liu","raw_affiliation_strings":["National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059719083","display_name":"Xiaoyan Kuai","orcid":"https://orcid.org/0000-0003-2550-7839"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Kuai","raw_affiliation_strings":["Center for Intelligent Networking and Communications, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Intelligent Networking and Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063946480","display_name":"Xiaojun Yuan","orcid":"https://orcid.org/0000-0002-0433-6535"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojun Yuan","raw_affiliation_strings":["Center for Intelligent Networking and Communications, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-0433-6535","affiliations":[{"raw_affiliation_string":"Center for Intelligent Networking and Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007832415","display_name":"Ying\u2010Chang Liang","orcid":"https://orcid.org/0000-0003-2671-5090"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying-Chang Liang","raw_affiliation_strings":["Center for Intelligent Networking and Communications, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-2671-5090","affiliations":[{"raw_affiliation_string":"Center for Intelligent Networking and Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021327800","display_name":"Liang Zhou","orcid":"https://orcid.org/0000-0002-9453-3734"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Zhou","raw_affiliation_strings":["National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-9453-3734","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":1.4217,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.83122252,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"6","issue":"4","first_page":"7213","last_page":"7224"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9998999834060669,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9995999932289124,"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/computer-science","display_name":"Computer science","score":0.7949436902999878},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7105671167373657},{"id":"https://openalex.org/keywords/demodulation","display_name":"Demodulation","score":0.60873943567276},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5920026898384094},{"id":"https://openalex.org/keywords/single-antenna-interference-cancellation","display_name":"Single antenna interference cancellation","score":0.5792044997215271},{"id":"https://openalex.org/keywords/expectation\u2013maximization-algorithm","display_name":"Expectation\u2013maximization algorithm","score":0.545830249786377},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.5246796011924744},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.47760412096977234},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.4388580024242401},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4018835723400116},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.29691797494888306},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2514735460281372},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.181738942861557},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.14165574312210083},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1414783000946045},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.120552659034729}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7949436902999878},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7105671167373657},{"id":"https://openalex.org/C195251586","wikidata":"https://www.wikidata.org/wiki/Q1185939","display_name":"Demodulation","level":3,"score":0.60873943567276},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5920026898384094},{"id":"https://openalex.org/C83204339","wikidata":"https://www.wikidata.org/wiki/Q7523915","display_name":"Single antenna interference cancellation","level":3,"score":0.5792044997215271},{"id":"https://openalex.org/C182081679","wikidata":"https://www.wikidata.org/wiki/Q1275153","display_name":"Expectation\u2013maximization algorithm","level":3,"score":0.545830249786377},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.5246796011924744},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.47760412096977234},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.4388580024242401},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4018835723400116},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.29691797494888306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2514735460281372},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.181738942861557},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.14165574312210083},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1414783000946045},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.120552659034729},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2019.2915598","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2915598","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8662725822","display_name":null,"funder_award_id":"61801083","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":42,"referenced_works":["https://openalex.org/W1529729626","https://openalex.org/W1663973292","https://openalex.org/W1971614180","https://openalex.org/W2000828982","https://openalex.org/W2005956500","https://openalex.org/W2018363186","https://openalex.org/W2035414962","https://openalex.org/W2046766659","https://openalex.org/W2065424480","https://openalex.org/W2071707134","https://openalex.org/W2076261499","https://openalex.org/W2082029531","https://openalex.org/W2098567664","https://openalex.org/W2101124704","https://openalex.org/W2102251435","https://openalex.org/W2102617152","https://openalex.org/W2105491959","https://openalex.org/W2107561590","https://openalex.org/W2118714276","https://openalex.org/W2122425602","https://openalex.org/W2122574534","https://openalex.org/W2144369278","https://openalex.org/W2153620960","https://openalex.org/W2166035648","https://openalex.org/W2166206392","https://openalex.org/W2381130149","https://openalex.org/W2543152534","https://openalex.org/W2604470139","https://openalex.org/W2624725691","https://openalex.org/W2734408173","https://openalex.org/W2741230443","https://openalex.org/W2752559942","https://openalex.org/W2768653190","https://openalex.org/W2798333393","https://openalex.org/W2802817396","https://openalex.org/W2893939120","https://openalex.org/W2913327947","https://openalex.org/W2963206527","https://openalex.org/W3104028856","https://openalex.org/W4205897331","https://openalex.org/W4212863985","https://openalex.org/W6751571426"],"related_works":["https://openalex.org/W1996543123","https://openalex.org/W4388516297","https://openalex.org/W2010761432","https://openalex.org/W4389302182","https://openalex.org/W4229074657","https://openalex.org/W2089955640","https://openalex.org/W1978322239","https://openalex.org/W2146363836","https://openalex.org/W4285175290","https://openalex.org/W1556040568"],"abstract_inverted_index":{"This":[0],"paper":[1],"is":[2,30,102],"concerned":[3],"with":[4,134],"a":[5,51,54,58,106],"machine":[6],"learning":[7],"approach":[8],"to":[9,71,104,139],"cancel":[10],"the":[11,20,27,38,62,73,76,79,84,95,100,113,116,122,125,130,135,141,151,157,162],"interference":[12,74],"for":[13],"cognitive":[14],"Internet":[15],"of":[16,50,78,83,115,124],"Things":[17],"(C-IoT)":[18],"in":[19],"concurrent":[21],"spectrum":[22],"access":[23],"(CSA)":[24],"model,":[25],"where":[26],"C-IoT":[28],"system":[29],"noncooperative":[31],"and":[32,57],"has":[33],"very":[34],"limited":[35],"knowledge":[36,77],"on":[37],"interference.":[39,85],"Our":[40],"transceiver":[41],"design":[42],"uses":[43],"an":[44],"iterative":[45,126,159],"processing":[46],"structure,":[47],"which":[48],"consists":[49],"linear":[52],"estimator,":[53],"demodulation-and-decoding":[55],"module,":[56,64],"clustering":[59,63,109],"module.":[60],"In":[61],"we":[65],"employ":[66],"modified":[67,90],"expectation-maximization":[68],"(EM)-based":[69],"algorithms":[70],"estimate":[72],"under":[75],"modulation":[80,143],"constraint":[81],"(MC)":[82],"We":[86,119,148],"show":[87,149],"that":[88,150],"this":[89],"EM":[91,145],"algorithm-based":[92,153],"receiver":[93,127,154],"outperforms":[94,156],"original":[96],"EM-based":[97],"receiver,":[98],"since":[99],"former":[101],"able":[103],"generate":[105],"more":[107],"accurate":[108],"result":[110],"by":[111,128],"reducing":[112],"dimension":[114],"parameter":[117],"space.":[118],"further":[120],"improve":[121],"performance":[123],"introducing":[129],"extrinsic":[131,142],"information":[132],"technique,":[133],"resulting":[136],"algorithm":[137],"referred":[138],"as":[140],"constrained":[144],"(Ext-MC-EM)":[146],"algorithm.":[147,164],"Ext-MC-EM":[152],"considerably":[155],"counterpart":[158],"receivers,":[160],"including":[161],"MC-EM":[163]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
