{"id":"https://openalex.org/W3016704251","doi":"https://doi.org/10.1109/access.2020.2987349","title":"A Machine Learning Based Connectivity Restoration Strategy for Industrial IoTs","display_name":"A Machine Learning Based Connectivity Restoration Strategy for Industrial IoTs","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3016704251","doi":"https://doi.org/10.1109/access.2020.2987349","mag":"3016704251"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2987349","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2987349","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09064553.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09064553.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100677840","display_name":"Jiong Wang","orcid":"https://orcid.org/0000-0002-0671-0332"},"institutions":[{"id":"https://openalex.org/I354108","display_name":"Minjiang University","ror":"https://ror.org/00s7tkw17","country_code":"CN","type":"education","lineage":["https://openalex.org/I354108"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiong Wang","raw_affiliation_strings":["College of Computer and Control Engineering, Minjiang University, Fuzhou, China","Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, Minjiang University, Fuzhou, China","Industrial Robot Application of Fujian University Engineering Research Center, Minjiang University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]},{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]},{"raw_affiliation_string":"Industrial Robot Application of Fujian University Engineering Research Center, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101894128","display_name":"Hua Zhang","orcid":"https://orcid.org/0000-0002-0177-9429"},"institutions":[{"id":"https://openalex.org/I354108","display_name":"Minjiang University","ror":"https://ror.org/00s7tkw17","country_code":"CN","type":"education","lineage":["https://openalex.org/I354108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Zhang","raw_affiliation_strings":["College of Computer and Control Engineering, Minjiang University, Fuzhou, China","Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, Minjiang University, Fuzhou, China","Industrial Robot Application of Fujian University Engineering Research Center, Minjiang University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]},{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]},{"raw_affiliation_string":"Industrial Robot Application of Fujian University Engineering Research Center, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102858845","display_name":"Zhiqiang Ruan","orcid":"https://orcid.org/0000-0002-1144-2440"},"institutions":[{"id":"https://openalex.org/I354108","display_name":"Minjiang University","ror":"https://ror.org/00s7tkw17","country_code":"CN","type":"education","lineage":["https://openalex.org/I354108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Ruan","raw_affiliation_strings":["College of Computer and Control Engineering, Minjiang University, Fuzhou, China","Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, Minjiang University, Fuzhou, China","Industrial Robot Application of Fujian University Engineering Research Center, Minjiang University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]},{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]},{"raw_affiliation_string":"Industrial Robot Application of Fujian University Engineering Research Center, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tao Wang","orcid":"https://orcid.org/0000-0002-9063-6955"},"institutions":[{"id":"https://openalex.org/I354108","display_name":"Minjiang University","ror":"https://ror.org/00s7tkw17","country_code":"CN","type":"education","lineage":["https://openalex.org/I354108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wang","raw_affiliation_strings":["College of Computer and Control Engineering, Minjiang University, Fuzhou, China","Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, Minjiang University, Fuzhou, China","Industrial Robot Application of Fujian University Engineering Research Center, Minjiang University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]},{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]},{"raw_affiliation_string":"Industrial Robot Application of Fujian University Engineering Research Center, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]}]},{"author_position":"last","author":{"id":null,"display_name":"Xiaoding Wang","orcid":"https://orcid.org/0000-0002-3822-5964"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoding Wang","raw_affiliation_strings":["Fujian Provincial Key Laboratory of Network Security and Cryptology, College of Mathematics and Informatics, Fujian Normal University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Network Security and Cryptology, College of Mathematics and Informatics, Fujian Normal University, Fuzhou, China","institution_ids":["https://openalex.org/I111753288"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100677840"],"corresponding_institution_ids":["https://openalex.org/I354108"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.1328,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.79713756,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"71136","last_page":"71145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9986000061035156,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9986000061035156,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9951000213623047,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.6897461414337158},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4384533762931824}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6897461414337158},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4384533762931824}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2987349","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2987349","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09064553.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b6217dac5f444b92b81d61a5a85d01d5","is_oa":true,"landing_page_url":"https://doaj.org/article/b6217dac5f444b92b81d61a5a85d01d5","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 71136-71145 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2987349","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2987349","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09064553.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7400000095367432}],"awards":[{"id":"https://openalex.org/G1023919524","display_name":null,"funder_award_id":", Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2702356746","display_name":null,"funder_award_id":"61702","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2802911279","display_name":null,"funder_award_id":"Young","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4102170877","display_name":null,"funder_award_id":"61871204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4307250954","display_name":null,"funder_award_id":"2019J01756","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G4778723148","display_name":null,"funder_award_id":"61702103","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6380602567","display_name":null,"funder_award_id":"61703195","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7728663817","display_name":null,"funder_award_id":"201809","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G911267397","display_name":null,"funder_award_id":"2017J01768","funder_id":"https://openalex.org/F4320323190","funder_display_name":"Fujian Provincial Department of Science and Technology"}],"funders":[{"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/F4320323190","display_name":"Fujian Provincial Department of Science and Technology","ror":"https://ror.org/00rgzpv08"},{"id":"https://openalex.org/F4320325946","display_name":"Minjiang University","ror":"https://ror.org/00s7tkw17"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3016704251.pdf","grobid_xml":"https://content.openalex.org/works/W3016704251.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W222034331","https://openalex.org/W1525228936","https://openalex.org/W1980487656","https://openalex.org/W1983607113","https://openalex.org/W1999362773","https://openalex.org/W2000194632","https://openalex.org/W2031775116","https://openalex.org/W2039298646","https://openalex.org/W2067316497","https://openalex.org/W2072641892","https://openalex.org/W2073185379","https://openalex.org/W2093710170","https://openalex.org/W2099319627","https://openalex.org/W2130743022","https://openalex.org/W2143549527","https://openalex.org/W2179913368","https://openalex.org/W2248880694","https://openalex.org/W2267561584","https://openalex.org/W2277149566","https://openalex.org/W2302539272","https://openalex.org/W2321102046","https://openalex.org/W2340044414","https://openalex.org/W2506897248","https://openalex.org/W2524243534","https://openalex.org/W2567642374","https://openalex.org/W2570400008","https://openalex.org/W2602655753","https://openalex.org/W2603425044","https://openalex.org/W2605060505","https://openalex.org/W2729222988","https://openalex.org/W2742806364","https://openalex.org/W2765386572","https://openalex.org/W2782502670","https://openalex.org/W2785883864","https://openalex.org/W2786404910","https://openalex.org/W2789896367","https://openalex.org/W2792683061","https://openalex.org/W2806037422","https://openalex.org/W2883046008","https://openalex.org/W2980507968","https://openalex.org/W3100038947","https://openalex.org/W3102999977","https://openalex.org/W4254617035","https://openalex.org/W6681244689"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,24,107],"connectivity":[1,11,75],"restoration":[2,76],"has":[3],"significance":[4],"for":[5],"Industrial":[6],"IoTs":[7],"(IIoTs).":[8],"If":[9],"the":[10,22,29,36,52,55,58,61,65,99,104,126,129,133,137],"is":[12,28,41,95,142],"compromised,":[13],"mobile":[14],"data":[15,32],"collectors":[16],"can":[17],"be":[18],"deployed":[19],"to":[20,35,97],"restore":[21],"connectivity.":[23],"aggregation":[25,66,100,127],"ratio,":[26,128],"which":[27],"proportion":[30],"of":[31,140,146],"successfully":[33],"delivered":[34],"sink":[37],"over":[38,64],"all":[39],"data,":[40],"considered":[42],"as":[43],"a":[44,71,81],"crucial":[45],"index.":[46],"However,":[47],"previous":[48],"works":[49],"only":[50],"consider":[51],"travel":[53],"distance,":[54],"load":[56],"balance,":[57],"latency":[59,131],"and":[60,110,121,132],"energy":[62,105,138],"cost":[63,139],"ratio.":[67],"In":[68],"this":[69],"paper,":[70],"machine":[72],"learning":[73],"based":[74,119,123,148],"strategy":[77],"CRrbf,":[78],"that":[79,114,145],"utilizes":[80],"Radial":[82],"Basis":[83],"Function":[84],"Neural":[85],"Network":[86],"(RBFNN)":[87],"along":[88],"with":[89],"an":[90],"Unscented":[91],"Kalman":[92],"Filter":[93],"(UKF),":[94],"proposed":[96],"maximize":[98],"ratio":[101],"meanwhile":[102],"reduce":[103],"cost.":[106],"theoretical":[108],"analysis":[109],"simulation":[111],"results":[112],"indicate":[113],"CRrbf":[115,141],"outperforms":[116],"both":[117],"distance":[118,147],"strategies":[120,124],"terrain":[122],"in":[125],"network":[130,134],"throughput.":[135],"And":[136],"less":[143],"than":[144],"strategies.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}