{"id":"https://openalex.org/W3092070042","doi":"https://doi.org/10.1145/3411295.3411320","title":"Intelligent DSA-assisted clustered IoT networks","display_name":"Intelligent DSA-assisted clustered IoT networks","publication_year":2020,"publication_date":"2020-09-23","ids":{"openalex":"https://openalex.org/W3092070042","doi":"https://doi.org/10.1145/3411295.3411320","mag":"3092070042"},"language":"en","primary_location":{"id":"doi:10.1145/3411295.3411320","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411295.3411320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM International Conference on Nanoscale Computing and Communication","raw_type":"proceedings-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/A5079841820","display_name":"Qiang Fan","orcid":"https://orcid.org/0000-0003-4940-7453"},"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":true,"raw_author_name":"Qiang Fan","raw_affiliation_strings":["Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063417397","display_name":"Jianan Bai","orcid":"https://orcid.org/0000-0002-7064-5280"},"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":"Jianan Bai","raw_affiliation_strings":["Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067687694","display_name":"Hao-Hsuan Chang","orcid":"https://orcid.org/0000-0002-6910-054X"},"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-Hsuan Chang","raw_affiliation_strings":["Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058417610","display_name":"Lianjun Li","orcid":"https://orcid.org/0000-0002-1813-7764"},"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":"Lianjun Li","raw_affiliation_strings":["Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101459754","display_name":"Shiya Liu","orcid":"https://orcid.org/0000-0002-2461-0490"},"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":"Shiya Liu","raw_affiliation_strings":["Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103707977","display_name":"Joe C. Huang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joe Huang","raw_affiliation_strings":["LGS Lab, CACI International Inc"],"affiliations":[{"raw_affiliation_string":"LGS Lab, CACI International Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039428203","display_name":"John C. Burgess","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John Burgess","raw_affiliation_strings":["LGS Lab, CACI International Inc"],"affiliations":[{"raw_affiliation_string":"LGS Lab, CACI International Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041148347","display_name":"Allan Berlinsky","orcid":"https://orcid.org/0000-0001-5314-7178"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Allan Berlinsky","raw_affiliation_strings":["LGS Lab, CACI International Inc"],"affiliations":[{"raw_affiliation_string":"LGS Lab, CACI International Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069785693","display_name":"Alex Pidwerbetsky","orcid":"https://orcid.org/0000-0001-7436-8105"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alex Pidwerbetsky","raw_affiliation_strings":["LGS Lab, CACI International Inc"],"affiliations":[{"raw_affiliation_string":"LGS Lab, CACI International Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006871792","display_name":"Jonathan Ashdown","orcid":"https://orcid.org/0000-0001-7202-1095"},"institutions":[{"id":"https://openalex.org/I4388482701","display_name":"Applied Research Laboratory at the University of Hawai\u2018i","ror":"https://ror.org/046s2rf49","country_code":null,"type":"facility","lineage":["https://openalex.org/I4388482701"]},{"id":"https://openalex.org/I4210150557","display_name":"Science Research Laboratory","ror":"https://ror.org/04s5n7912","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210150557"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Ashdown","raw_affiliation_strings":["Research Laboratory"],"affiliations":[{"raw_affiliation_string":"Research Laboratory","institution_ids":["https://openalex.org/I4210150557","https://openalex.org/I4388482701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090483918","display_name":"Kurt Turck","orcid":"https://orcid.org/0000-0001-9224-0164"},"institutions":[{"id":"https://openalex.org/I4388482701","display_name":"Applied Research Laboratory at the University of Hawai\u2018i","ror":"https://ror.org/046s2rf49","country_code":null,"type":"facility","lineage":["https://openalex.org/I4388482701"]},{"id":"https://openalex.org/I4210150557","display_name":"Science Research Laboratory","ror":"https://ror.org/04s5n7912","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210150557"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kurt Turck","raw_affiliation_strings":["Research Laboratory"],"affiliations":[{"raw_affiliation_string":"Research Laboratory","institution_ids":["https://openalex.org/I4210150557","https://openalex.org/I4388482701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027237940","display_name":"Lingjia Liu","orcid":"https://orcid.org/0000-0003-1915-1784"},"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":"Lingjia Liu","raw_affiliation_strings":["Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5079841820"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15363053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9984999895095825,"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":0.9984999895095825,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.994700014591217,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.8068093657493591},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6947218775749207},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5992141962051392},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5227611064910889},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5045620203018188},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4817228615283966},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.47866401076316833},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4660070538520813},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4158180356025696},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.18328377604484558},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1369187831878662},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09747269749641418}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8068093657493591},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6947218775749207},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5992141962051392},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5227611064910889},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5045620203018188},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4817228615283966},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.47866401076316833},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4660070538520813},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4158180356025696},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.18328377604484558},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1369187831878662},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09747269749641418},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3411295.3411320","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411295.3411320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM International Conference on Nanoscale Computing and Communication","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1804891470","https://openalex.org/W1965009232","https://openalex.org/W2009689349","https://openalex.org/W2112820013","https://openalex.org/W2124409123","https://openalex.org/W2512297382","https://openalex.org/W2519512869","https://openalex.org/W2590050480","https://openalex.org/W2894110571","https://openalex.org/W2898754723","https://openalex.org/W2906618418","https://openalex.org/W2911313229","https://openalex.org/W2913500916","https://openalex.org/W2972491883","https://openalex.org/W3100844423","https://openalex.org/W3106076238"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"Dynamic":[0],"spectrum":[1,11,41,48,82],"access":[2,49],"(DSA)":[3],"is":[4,35],"a":[5,96],"promising":[6],"technology":[7],"to":[8,99,114,137],"increase":[9],"the":[10,20,40,61,70,102,111,116,119,130],"efficiency":[12],"of":[13,15,118,132],"Internet":[14],"Things":[16],"(IoT)":[17],"networks,":[18],"where":[19,37],"traffic":[21],"demand":[22],"grows":[23],"up":[24],"dramatically":[25],"recently.":[26],"In":[27],"this":[28],"paper,":[29],"an":[30],"intelligent":[31],"DSA-assisted":[32,122],"IoT":[33,108,123],"network":[34],"introduced,":[36],"we":[38,59,94],"investigate":[39],"sensing":[42,83],"through":[43,50],"neuromorphic":[44],"computing":[45,64],"(NC)":[46],"and":[47,68,75,90,134,141],"genetic":[51],"algorithm":[52,98],"(GA)-based":[53],"power":[54,91,105],"allocation.":[55],"To":[56],"be":[57],"specific,":[58],"apply":[60],"NC's":[62],"unconventional":[63],"architectures":[65],"that":[66],"exploit":[67],"harness":[69],"intrinsic":[71],"dynamics":[72],"for":[73,106],"computation,":[74],"thus":[76],"provide":[77],"increased":[78],"functionality":[79],"with":[80],"better":[81],"performance":[84],"requiring":[85],"significantly":[86],"lower":[87],"size,":[88],"weight,":[89],"budgets.":[92],"Furthermore,":[93],"design":[95],"GA":[97,135],"intelligently":[100],"search":[101],"desirable":[103],"transmission":[104],"multiple":[107],"devices":[109],"sharing":[110],"same":[112],"channel":[113],"enhance":[115],"capacity":[117],"highly":[120],"dynamic":[121],"network.":[124],"Extensive":[125],"simulation":[126],"results":[127],"have":[128],"demonstrated":[129],"benefits":[131],"NC":[133],"compared":[136],"other":[138],"baseline":[139],"algorithms":[140],"methodologies.":[142]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
