{"id":"https://openalex.org/W3028765814","doi":"https://doi.org/10.1109/lcomm.2020.2997048","title":"Machine Learning Based Iterative Detection and Multi-Interference Cancellation for Cognitive IoT","display_name":"Machine Learning Based Iterative Detection and Multi-Interference Cancellation for Cognitive IoT","publication_year":2020,"publication_date":"2020-05-25","ids":{"openalex":"https://openalex.org/W3028765814","doi":"https://doi.org/10.1109/lcomm.2020.2997048","mag":"3028765814"},"language":"en","primary_location":{"id":"doi:10.1109/lcomm.2020.2997048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2020.2997048","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications Letters","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/A5101982037","display_name":"Yi Liu","orcid":"https://orcid.org/0000-0001-7041-694X"},"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":["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/A5063667378","display_name":"Zhu Han","orcid":"https://orcid.org/0000-0002-6606-5822"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]},{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["KR","US"],"is_corresponding":false,"raw_author_name":"Zhu Han","raw_affiliation_strings":["Kyung Hee University, Seoul, South Korea","University of Houston"],"raw_orcid":"https://orcid.org/0000-0002-6606-5822","affiliations":[{"raw_affiliation_string":"Kyung Hee University, Seoul, South Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"University of Houston","institution_ids":["https://openalex.org/I44461941"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6182,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.70396736,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"24","issue":"9","first_page":"1995","last_page":"1999"},"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9993000030517578,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.998199999332428,"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":0.7982563972473145},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7866002917289734},{"id":"https://openalex.org/keywords/single-antenna-interference-cancellation","display_name":"Single antenna interference cancellation","score":0.7462650537490845},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.5935282707214355},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.579228401184082},{"id":"https://openalex.org/keywords/affinity-propagation","display_name":"Affinity propagation","score":0.5668007731437683},{"id":"https://openalex.org/keywords/expectation\u2013maximization-algorithm","display_name":"Expectation\u2013maximization algorithm","score":0.5461099147796631},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.48723140358924866},{"id":"https://openalex.org/keywords/demodulation","display_name":"Demodulation","score":0.47383078932762146},{"id":"https://openalex.org/keywords/mixture-model","display_name":"Mixture model","score":0.46780019998550415},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.4583866000175476},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45514941215515137},{"id":"https://openalex.org/keywords/iterative-learning-control","display_name":"Iterative learning control","score":0.4439949691295624},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.43562251329421997},{"id":"https://openalex.org/keywords/multiuser-detection","display_name":"Multiuser detection","score":0.42630618810653687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2909269630908966},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2500423192977905},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.22635462880134583},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16446653008460999},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.1508811116218567},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11101540923118591},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.10557660460472107},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.09396755695343018},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.09162268042564392}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7982563972473145},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7866002917289734},{"id":"https://openalex.org/C83204339","wikidata":"https://www.wikidata.org/wiki/Q7523915","display_name":"Single antenna interference cancellation","level":3,"score":0.7462650537490845},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.5935282707214355},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.579228401184082},{"id":"https://openalex.org/C109659709","wikidata":"https://www.wikidata.org/wiki/Q3407504","display_name":"Affinity propagation","level":5,"score":0.5668007731437683},{"id":"https://openalex.org/C182081679","wikidata":"https://www.wikidata.org/wiki/Q1275153","display_name":"Expectation\u2013maximization algorithm","level":3,"score":0.5461099147796631},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.48723140358924866},{"id":"https://openalex.org/C195251586","wikidata":"https://www.wikidata.org/wiki/Q1185939","display_name":"Demodulation","level":3,"score":0.47383078932762146},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.46780019998550415},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.4583866000175476},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45514941215515137},{"id":"https://openalex.org/C117619785","wikidata":"https://www.wikidata.org/wiki/Q6094414","display_name":"Iterative learning control","level":3,"score":0.4439949691295624},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.43562251329421997},{"id":"https://openalex.org/C2777104032","wikidata":"https://www.wikidata.org/wiki/Q16324514","display_name":"Multiuser detection","level":3,"score":0.42630618810653687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2909269630908966},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2500423192977905},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.22635462880134583},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16446653008460999},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.1508811116218567},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11101540923118591},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.10557660460472107},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.09396755695343018},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.09162268042564392},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcomm.2020.2997048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2020.2997048","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1663973292","https://openalex.org/W1922937245","https://openalex.org/W2071707134","https://openalex.org/W2072641892","https://openalex.org/W2106442491","https://openalex.org/W2107561590","https://openalex.org/W2122574534","https://openalex.org/W2165232124","https://openalex.org/W2381130149","https://openalex.org/W2594639291","https://openalex.org/W2625777111","https://openalex.org/W2893939120","https://openalex.org/W2913327947","https://openalex.org/W2944659324","https://openalex.org/W4298304654","https://openalex.org/W6739783222"],"related_works":["https://openalex.org/W3171283610","https://openalex.org/W2171748043","https://openalex.org/W332705527","https://openalex.org/W1998574070","https://openalex.org/W3149784825","https://openalex.org/W2531962194","https://openalex.org/W2541164614","https://openalex.org/W178413846","https://openalex.org/W1882233723","https://openalex.org/W2768599272"],"abstract_inverted_index":{"In":[0,55],"this":[1,152],"letter,":[2],"a":[3,73,78,84],"machine":[4],"learning":[5],"approach":[6],"is":[7,36,128],"proposed":[8],"to":[9,57,120,170],"cancel":[10],"the":[11,17,24,33,39,49,59,89,102,106,122,131,137,145,156,165,172,179,187],"interference":[12,50,95],"from":[13],"multiple":[14,134],"sources":[15],"in":[16,192],"concurrent":[18],"spectrum":[19],"access":[20],"(CSA)":[21],"model":[22,109],"of":[23,27,72,91,133,139,147,167],"cognitive":[25],"Internet":[26],"Things":[28],"(C-IoT).":[29],"We":[30],"assume":[31],"that":[32,178],"C-IoT":[34,60],"system":[35],"non-cooperative":[37],"with":[38],"primary":[40],"user":[41],"(PU)":[42],"system,":[43],"and":[44,77,94,105,189],"has":[45,182],"little":[46],"knowledge":[47],"on":[48,144],"caused":[51],"by":[52,87],"PU":[53],"transmitters.":[54],"order":[56],"recover":[58],"signal":[61],"under":[62,130],"power":[63],"strong":[64],"multi-interference,":[65],"we":[66,154],"employ":[67],"an":[68],"iterative":[69,92],"receiver":[70],"consisting":[71],"linear":[74],"estimation":[75],"module,":[76,80],"demodulation-and-decoding":[79],"as":[81,83,101],"well":[82,163],"clustering":[85,98,123,173],"module":[86],"following":[88],"idea":[90],"detection":[93],"cancellation.":[96],"Conventional":[97],"algorithms,":[99],"such":[100],"K-means":[103,188],"algorithm":[104,181],"Gaussian":[107],"mixture":[108],"(GMM)":[110],"based":[111],"expectation":[112],"maximization":[113],"(EM)":[114],"algorithm,":[115,160],"can":[116],"potentially":[117],"be":[118],"used":[119],"realize":[121,171],"module.":[124,174],"However,":[125],"their":[126],"performance":[127,138,185],"poor":[129],"existence":[132],"interferers":[135],"since":[136],"these":[140],"algorithms":[141,191],"heavily":[142],"relies":[143],"initialization":[146,166],"cluster":[148,168],"centroids.":[149],"To":[150],"address":[151],"problem,":[153],"use":[155],"affinity":[157],"propagation":[158],"(AP)":[159],"which":[161],"works":[162],"without":[164],"centroids,":[169],"Numerical":[175],"results":[176],"demonstrate":[177],"AP":[180],"much":[183],"better":[184],"than":[186],"GMM-EM":[190],"handling":[193],"multi-interference.":[194]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
