{"id":"https://openalex.org/W3075060036","doi":"https://doi.org/10.1109/tii.2020.3016958","title":"Intelligent Signal Classification in Industrial Distributed Wireless Sensor Networks Based Industrial Internet of Things","display_name":"Intelligent Signal Classification in Industrial Distributed Wireless Sensor Networks Based Industrial Internet of Things","publication_year":2020,"publication_date":"2020-08-17","ids":{"openalex":"https://openalex.org/W3075060036","doi":"https://doi.org/10.1109/tii.2020.3016958","mag":"3075060036"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2020.3016958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3016958","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Transactions on Industrial Informatics","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/A5060002668","display_name":"Mingqian Liu","orcid":"https://orcid.org/0000-0001-9872-9710"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingqian Liu","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks, Xidian University, Shaanxi, Xi\u2019an, China","State Key Laboratory of Integrated Service Networks, Xidian University, Shaanxi, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Shaanxi, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Shaanxi, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101650557","display_name":"Ke Yang","orcid":"https://orcid.org/0000-0001-7703-5648"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Yang","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks, Xidian University, Shaanxi, Xi\u2019an, China","State Key Laboratory of Integrated Service Networks, Xidian University, Shaanxi, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Shaanxi, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Shaanxi, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100656619","display_name":"Nan Zhao","orcid":"https://orcid.org/0000-0002-6497-7799"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Zhao","raw_affiliation_strings":["Pengcheng Laboratory, Shenzhen, China","School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pengcheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102013387","display_name":"Yunfei Chen","orcid":"https://orcid.org/0000-0001-8083-1805"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yunfei Chen","raw_affiliation_strings":["School of Engineering, University of Warwick, Coventry, West Midlands, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Warwick, Coventry, West Midlands, U.K","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015266516","display_name":"Hao Song","orcid":"https://orcid.org/0000-0002-1554-3759"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hao Song","raw_affiliation_strings":["Bradley Department of Electrical and Computer Engineering, Virginia Tech, Blacksburg, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bradley Department of Electrical and Computer Engineering, Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034754948","display_name":"Fengkui Gong","orcid":"https://orcid.org/0000-0002-4211-0959"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengkui Gong","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks, Xidian University, Shaanxi, Xi\u2019an, China","State Key Laboratory of Integrated Service Networks, Xidian University, Shaanxi, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Shaanxi, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Shaanxi, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.9529,"has_fulltext":false,"cited_by_count":88,"citation_normalized_percentile":{"value":0.97987564,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"17","issue":"7","first_page":"4946","last_page":"4956"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9990000128746033,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9939000010490417,"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/T11498","display_name":"Security in Wireless Sensor Networks","score":0.9829999804496765,"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/wireless-sensor-network","display_name":"Wireless sensor network","score":0.7359358668327332},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6553405523300171},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5620140433311462},{"id":"https://openalex.org/keywords/fusion-center","display_name":"Fusion center","score":0.5446457862854004},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4997713565826416},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4931480288505554},{"id":"https://openalex.org/keywords/industrial-internet","display_name":"Industrial Internet","score":0.4840087592601776},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.46966469287872314},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4528948664665222},{"id":"https://openalex.org/keywords/sensor-node","display_name":"Sensor node","score":0.4521607756614685},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4398953914642334},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43364253640174866},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4217611253261566},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.41352736949920654},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.39195606112480164},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3788643181324005},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.3232995867729187},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.28590887784957886},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23859956860542297},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1582617163658142},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.15765440464019775}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7359358668327332},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6553405523300171},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5620140433311462},{"id":"https://openalex.org/C2781234732","wikidata":"https://www.wikidata.org/wiki/Q943505","display_name":"Fusion center","level":4,"score":0.5446457862854004},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4997713565826416},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4931480288505554},{"id":"https://openalex.org/C202839342","wikidata":"https://www.wikidata.org/wiki/Q60740481","display_name":"Industrial Internet","level":3,"score":0.4840087592601776},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.46966469287872314},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4528948664665222},{"id":"https://openalex.org/C111185680","wikidata":"https://www.wikidata.org/wiki/Q3866206","display_name":"Sensor node","level":5,"score":0.4521607756614685},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4398953914642334},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43364253640174866},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4217611253261566},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.41352736949920654},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.39195606112480164},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3788643181324005},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.3232995867729187},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.28590887784957886},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23859956860542297},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1582617163658142},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.15765440464019775},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tii.2020.3016958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3016958","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Transactions on Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:wrap.warwick.ac.uk:141134","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1595715893","display_name":null,"funder_award_id":"B08038","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G2939038167","display_name":null,"funder_award_id":"2017M611912","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G499054855","display_name":null,"funder_award_id":"61501348","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5833999551","display_name":null,"funder_award_id":"61801363","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7616003456","display_name":null,"funder_award_id":"201806965031","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G7825498360","display_name":null,"funder_award_id":"61871065","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"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2247455991","https://openalex.org/W2761862361","https://openalex.org/W2765481551","https://openalex.org/W2773170971","https://openalex.org/W2781731889","https://openalex.org/W2785643064","https://openalex.org/W2795713228","https://openalex.org/W2804264990","https://openalex.org/W2813978197","https://openalex.org/W2825912445","https://openalex.org/W2886190293","https://openalex.org/W2909191390","https://openalex.org/W2947710575","https://openalex.org/W2957593180","https://openalex.org/W2963318081","https://openalex.org/W2964853426","https://openalex.org/W2970759804","https://openalex.org/W2981657066","https://openalex.org/W2982210449","https://openalex.org/W2989135934","https://openalex.org/W3013576231","https://openalex.org/W3023574229","https://openalex.org/W3105650387","https://openalex.org/W6752294839"],"related_works":["https://openalex.org/W2000147971","https://openalex.org/W1558339915","https://openalex.org/W2066353259","https://openalex.org/W2734417830","https://openalex.org/W2349308680","https://openalex.org/W2799361348","https://openalex.org/W413436171","https://openalex.org/W2060761112","https://openalex.org/W2148549110","https://openalex.org/W1977342959"],"abstract_inverted_index":{"In":[0,49,91,155],"industrial":[1,5,26,65,84,215],"sensor":[2,68,140,173],"networks,":[3],"complex":[4],"environments":[6],"may":[7,28,37],"be":[8,150],"encountered":[9],"leading":[10],"to":[11,46,58,142,152,166,175,199,204],"a":[12,40,74],"mix":[13],"of":[14,16,34,86,98,113,147,171,214],"signals":[15,24,97,114,201],"different":[17],"types.":[18],"Complicated":[19],"interference":[20],"caused":[21],"by":[22,102],"mixed":[23],"on":[25,109,138],"equipments":[27],"significantly":[29],"degrade":[30],"the":[31,60,92,95,120,126,131,145,156,159,168,177,183,196,205,212],"classification":[32,76,188],"rate":[33],"signals,":[35,144],"which":[36,110,148,208],"result":[38],"in":[39,44,64,88],"long":[41],"training":[42],"time":[43],"order":[45],"extract":[47],"features.":[48],"addition,":[50],"with":[51,125],"limited":[52],"channel":[53],"resources,":[54],"it":[55,191],"is":[56,81,136,164,192],"difficult":[57],"make":[59],"global":[61],"optimal":[62],"decision":[63],"distributed":[66],"wireless":[67],"networks.":[69],"To":[70],"address":[71],"this":[72,89],"problem,":[73],"signal":[75],"method":[77,163,185,198],"using":[78],"feature":[79,127],"fusion":[80,128],"proposed":[82,93,184,197],"for":[83,195],"Internet":[85],"Things":[87],"article.":[90],"method,":[94],"received":[96],"nodes":[99,203],"are":[100,115,123],"processed":[101],"frequency":[103],"reduction":[104],"and":[105],"sampling":[106],"pretreatment,":[107],"based":[108],"intelligent":[111],"representations":[112],"obtained.":[116],"Using":[117],"federated":[118],"learning,":[119],"data":[121],"samples":[122],"trained":[124,132],"network.":[129],"Moreover,":[130],"deep":[133],"learning":[134],"network":[135],"used":[137,165],"each":[139,172],"node":[141,174],"classify":[143],"results":[146,170],"will":[149],"transmitted":[151],"aggregation":[153,157,206],"center.":[154],"center,":[158,207],"improved":[160],"evidence":[161],"theory":[162],"aggregate":[167],"recognition":[169],"achieve":[176],"final":[178],"classification.":[179],"Simulation":[180],"shows":[181],"that":[182],"has":[186],"excellent":[187],"performances.":[189],"Notably,":[190],"not":[193],"required":[194],"transmit":[200],"from":[202],"could":[209],"effectively":[210],"protect":[211],"privacy":[213],"information.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-08-24T00:00:00"}
