{"id":"https://openalex.org/W2942349567","doi":"https://doi.org/10.1109/jiot.2019.2912850","title":"Eliminating NB-IoT Interference to LTE System: A Sparse Machine Learning-Based Approach","display_name":"Eliminating NB-IoT Interference to LTE System: A Sparse Machine Learning-Based Approach","publication_year":2019,"publication_date":"2019-04-27","ids":{"openalex":"https://openalex.org/W2942349567","doi":"https://doi.org/10.1109/jiot.2019.2912850","mag":"2942349567"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2019.2912850","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2912850","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2005.03092","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Sicong Liu","orcid":"https://orcid.org/0000-0002-5710-0446"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sicong Liu","raw_affiliation_strings":["Key Laboratory of Digital Fujian on IoT Communication, Architecture and Security Technology, Xiamen University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0002-5710-0446","affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Fujian on IoT Communication, Architecture and Security Technology, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Liang Xiao","orcid":"https://orcid.org/0000-0003-2402-611X"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Xiao","raw_affiliation_strings":["Key Laboratory of Digital Fujian on IoT Communication, Architecture and Security Technology, Xiamen University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0003-2402-611X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Fujian on IoT Communication, Architecture and Security Technology, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":null,"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"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Zhu Han","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-6606-5822","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Seoul, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yuliang Tang","orcid":"https://orcid.org/0000-0002-5923-9011"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuliang Tang","raw_affiliation_strings":["Key Laboratory of Digital Fujian on IoT Communication, Architecture and Security Technology, Xiamen University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0002-5923-9011","affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Fujian on IoT Communication, Architecture and Security Technology, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3906,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.92812326,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"6","issue":"4","first_page":"6919","last_page":"6932"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.7526000142097473,"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/T12079","display_name":"IoT Networks and Protocols","score":0.7526000142097473,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.052299998700618744,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.04729999974370003,"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/interference","display_name":"Interference (communication)","score":0.5910999774932861},{"id":"https://openalex.org/keywords/narrowband","display_name":"Narrowband","score":0.553600013256073},{"id":"https://openalex.org/keywords/broadband","display_name":"Broadband","score":0.5131000280380249},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.477400004863739},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4465999901294708},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4307999908924103},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4214000105857849},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.3790000081062317},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.3596000075340271}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7811999917030334},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5910999774932861},{"id":"https://openalex.org/C2776096036","wikidata":"https://www.wikidata.org/wiki/Q1140483","display_name":"Narrowband","level":2,"score":0.553600013256073},{"id":"https://openalex.org/C509933004","wikidata":"https://www.wikidata.org/wiki/Q194163","display_name":"Broadband","level":2,"score":0.5131000280380249},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4805000126361847},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.477400004863739},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4465999901294708},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4307999908924103},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4214000105857849},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.3790000081062317},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.3596000075340271},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.3555000126361847},{"id":"https://openalex.org/C56372850","wikidata":"https://www.wikidata.org/wiki/Q1050404","display_name":"Sparse matrix","level":3,"score":0.3407000005245209},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.337799996137619},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3246999979019165},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32429999113082886},{"id":"https://openalex.org/C83204339","wikidata":"https://www.wikidata.org/wiki/Q7523915","display_name":"Single antenna interference cancellation","level":3,"score":0.3212999999523163},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.3050000071525574},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.2937999963760376},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.29159998893737793},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.2892000079154968},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.28859999775886536},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C2778545087","wikidata":"https://www.wikidata.org/wiki/Q4795883","display_name":"Array processing","level":4,"score":0.2639000117778778},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.262800008058548},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.251800000667572}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2019.2912850","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2912850","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"},{"id":"pmh:oai:arXiv.org:2005.03092","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.03092","pdf_url":"https://arxiv.org/pdf/2005.03092","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2005.03092","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.03092","pdf_url":"https://arxiv.org/pdf/2005.03092","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2005551317","display_name":null,"funder_award_id":"2018D08","funder_id":"https://openalex.org/F4320324856","funder_display_name":"Southeast University"},{"id":"https://openalex.org/G2995293251","display_name":"\u6df7\u5408\u8f66\u8f7d\u7f51\u7edc\u4e2dQoS\u611f\u77e5\u7684\u5b9e\u65f6\u591a\u5a92\u4f53\u4f20\u8f93\u8def\u7531\u673a\u5236\u7814\u7a76","funder_award_id":"61371081","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3113351901","display_name":null,"funder_award_id":"CNS-1731424","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4460385574","display_name":null,"funder_award_id":"20720190029","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5072586218","display_name":null,"funder_award_id":"CNS-1646607","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6112086322","display_name":"\u57fa\u4e8e\u524d\u666f\u7406\u8bba\u7684\u65e0\u7ebf\u7f51\u7edc\u5b89\u5168\u535a\u5f08\u7406\u8bba\u4e0e\u673a\u5236\u7814\u7a76","funder_award_id":"61671396","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6389320175","display_name":null,"funder_award_id":"61731012","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6546291931","display_name":"\u57fa\u4e8e5G\u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97\u7684\u8f66\u8054\u7f51\u591a\u57df\u8d44\u6e90\u4f18\u5316\u7406\u8bba\u4e0e\u6280\u672f\u7814\u7a76","funder_award_id":"61871339","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G721611289","display_name":null,"funder_award_id":"CNS-1702850","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7522311690","display_name":null,"funder_award_id":"2019J05001","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G8436110985","display_name":null,"funder_award_id":"CNS-1717454","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8608808607","display_name":null,"funder_award_id":"91638204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null},{"id":"https://openalex.org/F4320324856","display_name":"Southeast University","ror":"https://ror.org/04ct4d772"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W417781317","https://openalex.org/W628907222","https://openalex.org/W1531742154","https://openalex.org/W1967516821","https://openalex.org/W2033419225","https://openalex.org/W2060826581","https://openalex.org/W2069407149","https://openalex.org/W2079217205","https://openalex.org/W2096812649","https://openalex.org/W2099781940","https://openalex.org/W2100037283","https://openalex.org/W2100495367","https://openalex.org/W2101007318","https://openalex.org/W2104398866","https://openalex.org/W2109410952","https://openalex.org/W2122796852","https://openalex.org/W2129131372","https://openalex.org/W2129830060","https://openalex.org/W2132083787","https://openalex.org/W2133871228","https://openalex.org/W2149979825","https://openalex.org/W2160979406","https://openalex.org/W2164940948","https://openalex.org/W2165737517","https://openalex.org/W2207118533","https://openalex.org/W2327528364","https://openalex.org/W2344105657","https://openalex.org/W2424756697","https://openalex.org/W2441759193","https://openalex.org/W2521002036","https://openalex.org/W2560798217","https://openalex.org/W2728580197","https://openalex.org/W2765310706","https://openalex.org/W2770428545","https://openalex.org/W2771655311","https://openalex.org/W2774086490","https://openalex.org/W2774289213","https://openalex.org/W2774912636","https://openalex.org/W2775243193","https://openalex.org/W2775359664","https://openalex.org/W2793332519","https://openalex.org/W2808769300","https://openalex.org/W2889155365","https://openalex.org/W2897268940","https://openalex.org/W2910803895","https://openalex.org/W2917877564","https://openalex.org/W2962792006","https://openalex.org/W2964067911","https://openalex.org/W4233129513","https://openalex.org/W4250955649","https://openalex.org/W6674696210"],"related_works":[],"abstract_inverted_index":{"Narrowband":[0],"Internet-of-Things":[1],"(NB-IoT)":[2],"is":[3,51,75,108,130],"a":[4,63,70],"competitive":[5],"5G":[6],"technology":[7],"for":[8,77],"massive":[9],"machine-type":[10],"communication":[11],"scenarios,":[12],"but":[13],"meanwhile":[14],"introduces":[15],"narrowband":[16],"interference":[17,56,148],"(NBI)":[18],"to":[19,39,53,57,110,132,149],"existing":[20],"broadband":[21,34],"transmission":[22],"such":[23],"as":[24],"the":[25,41,87,101,111,115,123,128,140,155],"Long":[26],"Term":[27],"Evolution":[28],"(LTE)":[29],"systems":[30],"in":[31,46,114,145],"enhanced":[32,116],"mobile":[33],"(eMBB)":[35],"scenarios.":[36],"In":[37,60],"order":[38],"facilitate":[40],"harmonic":[42],"and":[43,69,104,152],"fair":[44],"coexistence":[45],"wireless":[47],"heterogeneous":[48],"networks,":[49],"it":[50],"important":[52],"eliminate":[54],"NB-IoT":[55,147],"LTE":[58,150],"systems.":[59,135],"this":[61],"paper,":[62],"novel":[64],"sparse":[65,71,90,94],"machine":[66],"learning-based":[67],"framework":[68,129],"combinatorial":[72],"optimization":[73],"problem":[74],"formulated":[76],"accurate":[78],"NBI":[79],"recovery,":[80],"which":[81],"can":[82],"be":[83],"efficiently":[84],"solved":[85],"using":[86],"proposed":[88,141],"iterative":[89],"learning":[91],"algorithm":[92,117],"called":[93,118],"cross-entropy":[95],"minimization":[96],"(SCEM).":[97],"To":[98],"further":[99],"improve":[100],"recovery":[102],"accuracy":[103],"convergence":[105],"rate,":[106],"regularization":[107],"introduced":[109],"loss":[112],"function":[113],"regularized":[119],"SCEM.":[120],"Moreover,":[121],"exploiting":[122],"spatial":[124],"correlation":[125],"of":[126],"NBI,":[127],"extended":[131],"multiple-input":[133],"multiple-output":[134],"Simulation":[136],"results":[137],"demonstrate":[138],"that":[139],"methods":[142],"are":[143],"effective":[144],"eliminating":[146],"systems,":[151],"significantly":[153],"outperform":[154],"state-of-the-art":[156],"methods.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2019-05-03T00:00:00"}
