{"id":"https://openalex.org/W2936595168","doi":"https://doi.org/10.1109/jiot.2019.2911542","title":"A Bio-Inspired Solution to Cluster-Based Distributed Spectrum Allocation in High-Density Cognitive Internet of Things","display_name":"A Bio-Inspired Solution to Cluster-Based Distributed Spectrum Allocation in High-Density Cognitive Internet of Things","publication_year":2019,"publication_date":"2019-04-16","ids":{"openalex":"https://openalex.org/W2936595168","doi":"https://doi.org/10.1109/jiot.2019.2911542","mag":"2936595168"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2019.2911542","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2911542","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/A5031000441","display_name":"Jiaxun Li","orcid":"https://orcid.org/0000-0002-0583-4915"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiaxun Li","raw_affiliation_strings":["College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100366758","display_name":"Haitao Zhao","orcid":"https://orcid.org/0000-0002-4728-0180"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haitao Zhao","raw_affiliation_strings":["College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055329164","display_name":"Abdelhakim Hafid","orcid":"https://orcid.org/0000-0001-8597-7344"},"institutions":[{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abdelhakim Senhaji Hafid","raw_affiliation_strings":["Department of Computer Science and Operations Research, University of Montreal, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Operations Research, University of Montreal, Montreal, Canada","institution_ids":["https://openalex.org/I70931966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020741290","display_name":"Jibo Wei","orcid":"https://orcid.org/0000-0003-0165-6119"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jibo Wei","raw_affiliation_strings":["College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010649438","display_name":"Hao Yin","orcid":"https://orcid.org/0000-0003-0258-1403"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Yin","raw_affiliation_strings":["Academy of Military Sciences, Institute of Systems Engineering, Beijing, China","College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Academy of Military Sciences, Institute of Systems Engineering, Beijing, China","institution_ids":[]},{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029156679","display_name":"Baoquan Ren","orcid":"https://orcid.org/0000-0001-6524-0003"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Baoquan Ren","raw_affiliation_strings":["Academy of Military Sciences, Institute of Systems Engineering, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Academy of Military Sciences, Institute of Systems Engineering, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5031000441"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":4.2441,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.94711299,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"6","issue":"6","first_page":"9294","last_page":"9307"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9940000176429749,"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":0.9940000176429749,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9933000206947327,"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/T13052","display_name":"Molecular Communication and Nanonetworks","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.7745734453201294},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.6949192881584167},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6455754637718201},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4972544014453888},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.49121659994125366},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4153323173522949},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40546804666519165},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.253400981426239},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.22116845846176147},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2191620171070099}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7745734453201294},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.6949192881584167},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6455754637718201},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4972544014453888},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.49121659994125366},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4153323173522949},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40546804666519165},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.253400981426239},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.22116845846176147},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2191620171070099}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2019.2911542","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2911542","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":[{"score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G6692669186","display_name":null,"funder_award_id":"61471376","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":39,"referenced_works":["https://openalex.org/W1540193694","https://openalex.org/W1629081215","https://openalex.org/W1980661496","https://openalex.org/W1992756898","https://openalex.org/W1994164663","https://openalex.org/W1994758973","https://openalex.org/W1996387524","https://openalex.org/W2013187060","https://openalex.org/W2028597523","https://openalex.org/W2030137848","https://openalex.org/W2088213547","https://openalex.org/W2088797623","https://openalex.org/W2096595164","https://openalex.org/W2103667483","https://openalex.org/W2104581418","https://openalex.org/W2108617448","https://openalex.org/W2109291623","https://openalex.org/W2110345519","https://openalex.org/W2126410848","https://openalex.org/W2134295053","https://openalex.org/W2135010525","https://openalex.org/W2138684299","https://openalex.org/W2148001991","https://openalex.org/W2160788104","https://openalex.org/W2162598825","https://openalex.org/W2168078104","https://openalex.org/W2182662611","https://openalex.org/W2504154130","https://openalex.org/W2559589266","https://openalex.org/W2612175338","https://openalex.org/W2618666182","https://openalex.org/W2690196614","https://openalex.org/W2768653190","https://openalex.org/W2768915546","https://openalex.org/W2769069872","https://openalex.org/W2916480067","https://openalex.org/W4249545676","https://openalex.org/W6730603180","https://openalex.org/W7056077879"],"related_works":["https://openalex.org/W2559261346","https://openalex.org/W4280609833","https://openalex.org/W2136943174","https://openalex.org/W1973979964","https://openalex.org/W4235820682","https://openalex.org/W185479762","https://openalex.org/W1968709058","https://openalex.org/W2095246866","https://openalex.org/W2107126738","https://openalex.org/W4246064491"],"abstract_inverted_index":{"With":[0],"the":[1,16,41,104,113,148,152,159,164,192,204],"emergence":[2],"of":[3,5,40,43,106,119,151,158,196],"Internet":[4,17],"Things":[6],"(IoT),":[7],"where":[8],"any":[9],"device":[10],"is":[11,69,137],"able":[12],"to":[13,15,49,83,94,111,142,162,167,176,190],"connect":[14],"and":[18,34,61,74,173,175,182,194],"monitor/control":[19],"physical":[20],"elements,":[21],"several":[22],"applications":[23,45],"were":[24],"made":[25],"possible,":[26],"such":[27],"as":[28],"smart":[29,31,35,55],"cities,":[30],"health":[32],"care,":[33],"transportation.":[36],"The":[37],"wide":[38],"range":[39],"requirements":[42],"these":[44],"drives":[46],"traditional":[47],"IoT":[48,51],"cognitive":[50,85],"(CIoT)":[52],"that":[53,122,203],"supports":[54],"resource":[56],"allocation,":[57],"automatic":[58],"network":[59],"operation":[60],"intelligent":[62],"service":[63],"provisioning.":[64],"To":[65],"enable":[66],"CIoT,":[67],"there":[68],"a":[70,89,133,187],"need":[71],"for":[72,99],"flexible":[73],"reliable":[75],"wireless":[76],"communication.":[77],"In":[78],"this":[79],"paper,":[80],"we":[81,131],"propose":[82,132],"combine":[84],"radio":[86],"(CR)":[87],"with":[88],"biological":[90],"mechanism":[91],"called":[92],"reaction\u2013diffusion":[93],"provide":[95],"efficient":[96],"spectrum":[97,171],"allocation":[98],"CIoT.":[100],"We":[101,146,185],"first":[102],"formulate":[103],"quantization":[105],"qualitative":[107],"connectivity-flexibility":[108],"tradeoff":[109],"problem":[110],"determine":[112],"optimal":[114,149],"cluster":[115,120,144],"size":[116],"(i.e.,":[117],"number":[118],"members)":[121],"maximizes":[123],"clustered":[124],"throughput":[125],"but":[126],"minimizes":[127],"communication":[128,180],"delay.":[129],"Then,":[130],"bio-inspired":[134,198],"algorithm":[135,161,206],"which":[136],"used":[138],"by":[139],"CIoT":[140],"devices":[141],"form":[143],"distributedly.":[145],"compute":[147],"values":[150],"algorithm\u2019s":[153],"parameters":[154],"(e.g.,":[155,170],"contention":[156],"window)":[157],"proposed":[160,197,205],"increase":[163],"network\u2019s":[165],"adaption":[166],"different":[168,213],"scenarios":[169],"homogeneity":[172],"heterogeneity)":[174],"decrease":[177],"convergence":[178],"time,":[179],"overhead,":[181],"computation":[183],"complexity.":[184],"conduct":[186],"theoretical":[188],"analysis":[189],"validate":[191],"correctness":[193],"effectiveness":[195],"algorithm.":[199],"Simulation":[200],"results":[201],"show":[202],"can":[207],"achieve":[208],"excellent":[209],"clustering":[210],"performance":[211],"in":[212],"scenarios.":[214]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
