{"id":"https://openalex.org/W4386352968","doi":"https://doi.org/10.1109/icccworkshops57813.2023.10233830","title":"Spectrum Requirement Prediction for Future WLAN based IoT Applications","display_name":"Spectrum Requirement Prediction for Future WLAN based IoT Applications","publication_year":2023,"publication_date":"2023-08-10","ids":{"openalex":"https://openalex.org/W4386352968","doi":"https://doi.org/10.1109/icccworkshops57813.2023.10233830"},"language":"en","primary_location":{"id":"doi:10.1109/icccworkshops57813.2023.10233830","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccworkshops57813.2023.10233830","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/CIC International Conference on Communications in China (ICCC Workshops)","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/A5087898925","display_name":"Chonghe Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chonghe Liu","raw_affiliation_strings":["Zhejiang University,College of Information Science and Electronic Engineering,Hangzhou,China,310027"],"affiliations":[{"raw_affiliation_string":"Zhejiang University,College of Information Science and Electronic Engineering,Hangzhou,China,310027","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101899978","display_name":"Shengli Liu","orcid":"https://orcid.org/0000-0001-6266-1419"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengli Liu","raw_affiliation_strings":["Zhejiang University,College of Information Science and Electronic Engineering,Hangzhou,China,310027"],"affiliations":[{"raw_affiliation_string":"Zhejiang University,College of Information Science and Electronic Engineering,Hangzhou,China,310027","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079187892","display_name":"Guanding Yu","orcid":"https://orcid.org/0000-0003-1354-2557"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanding Yu","raw_affiliation_strings":["Zhejiang University,College of Information Science and Electronic Engineering,Hangzhou,China,310027"],"affiliations":[{"raw_affiliation_string":"Zhejiang University,College of Information Science and Electronic Engineering,Hangzhou,China,310027","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087898925"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1230559,"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":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9994000196456909,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9994000196456909,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9991999864578247,"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/T12801","display_name":"Bluetooth and Wireless Communication Technologies","score":0.9954000115394592,"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/computer-science","display_name":"Computer science","score":0.7369574308395386},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.650718092918396},{"id":"https://openalex.org/keywords/spectrum-management","display_name":"Spectrum management","score":0.6232237219810486},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5545649528503418},{"id":"https://openalex.org/keywords/ieee-802.11","display_name":"IEEE 802.11","score":0.46740204095840454},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.45468971133232117},{"id":"https://openalex.org/keywords/ieee-802.11u","display_name":"IEEE 802.11u","score":0.43945932388305664},{"id":"https://openalex.org/keywords/ieee-802.1x","display_name":"IEEE 802.1X","score":0.43497055768966675},{"id":"https://openalex.org/keywords/wireless-lan","display_name":"Wireless lan","score":0.3988819718360901},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.357163667678833},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3522775173187256},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.1784965991973877}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7369574308395386},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.650718092918396},{"id":"https://openalex.org/C63029442","wikidata":"https://www.wikidata.org/wiki/Q6504978","display_name":"Spectrum management","level":4,"score":0.6232237219810486},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5545649528503418},{"id":"https://openalex.org/C185298936","wikidata":"https://www.wikidata.org/wiki/Q193228","display_name":"IEEE 802.11","level":4,"score":0.46740204095840454},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.45468971133232117},{"id":"https://openalex.org/C21651964","wikidata":"https://www.wikidata.org/wiki/Q10566612","display_name":"IEEE 802.11u","level":5,"score":0.43945932388305664},{"id":"https://openalex.org/C28722885","wikidata":"https://www.wikidata.org/wiki/Q1428844","display_name":"IEEE 802.1X","level":5,"score":0.43497055768966675},{"id":"https://openalex.org/C2985434377","wikidata":"https://www.wikidata.org/wiki/Q212607","display_name":"Wireless lan","level":3,"score":0.3988819718360901},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.357163667678833},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3522775173187256},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.1784965991973877}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccworkshops57813.2023.10233830","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccworkshops57813.2023.10233830","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/CIC International Conference on Communications in China (ICCC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"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":9,"referenced_works":["https://openalex.org/W2133167478","https://openalex.org/W2342680393","https://openalex.org/W2563167966","https://openalex.org/W2604710118","https://openalex.org/W2766305950","https://openalex.org/W2789268877","https://openalex.org/W2790153444","https://openalex.org/W3098632498","https://openalex.org/W3165136200"],"related_works":["https://openalex.org/W2849484697","https://openalex.org/W2538615287","https://openalex.org/W2086014969","https://openalex.org/W2116596968","https://openalex.org/W2168728872","https://openalex.org/W2882990747","https://openalex.org/W1979530157","https://openalex.org/W4251639466","https://openalex.org/W1760719720","https://openalex.org/W2631262915"],"abstract_inverted_index":{"With":[0],"the":[1,20,42,47,57,67,73,77,106,114,119,126,135,141,150,159,177,205],"explosion":[2],"of":[3,6,50,59,91,111,129,134,184,207],"emerging":[4],"Internet":[5],"Things":[7],"(IoT)":[8],"applications":[9,209],"based":[10],"on":[11,31,165,180,201,220],"WLAN":[12,112,120,130],"such":[13],"as":[14],"AR/VR":[15],"and":[16,25,36,46,84,96,153,156],"8K":[17],"video":[18],"streaming,":[19],"expected":[21,48],"growth":[22,43],"in":[23,44,131,174],"performance":[24,197],"data":[26,109,127],"traffic":[27,110,128],"places":[28],"greater":[29],"demands":[30],"WLAN.":[32],"The":[33],"existing":[34],"2.4GHz":[35],"5GHz":[37],"unlicensed":[38,172,178],"spectrum":[39,60,74,86],"cannot":[40],"meet":[41],"demand":[45],"quality":[49],"service":[51],"(QoS)":[52],"for":[53,66,88,100,144,171,225],"current":[54],"applications.":[55],"Considering":[56],"scarcity":[58],"resources,":[61],"it":[62,214],"is":[63,122,215],"more":[64],"important":[65],"relevant":[68],"regulators":[69],"to":[70,124,148,158,176,194,204],"accurately":[71],"predict":[72,105,140],"requirement":[75,87,206],"over":[76,113],"next":[78,115],"five":[79,116],"years.":[80,117],"This":[81],"paper":[82],"analyzes":[83],"predicts":[85],"two":[89],"standards":[90],"WLAN,":[92],"i.e.,":[93],"IEEE":[94,97,101,185,226],"802.11ax":[95,146],"802.11ay.":[98,227],"Specifically,":[99],"802.11ax,":[102],"we":[103,191],"first":[104],"busy":[107],"hour":[108],"Then,":[118],"Toolbox":[121],"adopted":[123],"simulate":[125],"a":[132],"scenario":[133],"indoor":[136],"office":[137],"building.":[138],"We":[139],"total":[142],"bandwidth":[143],"an":[145],"network":[147],"reach":[149],"required":[151],"rate":[152],"latency":[154],"metric":[155],"come":[157],"conclusion":[160],"that":[161,217],"extra":[162],"three":[163],"channels":[164,179,200,219],"6GHz":[166],"should":[167,222],"be":[168,223],"made":[169],"available":[170,224],"use,":[173],"addition":[175],"5GHz.":[181],"In":[182],"terms":[183],"802.11ay":[186],"enabled":[187,210],"by":[188,211],"millimeter":[189,212],"wave,":[190,213],"use":[192],"ns-3":[193],"evaluate":[195],"its":[196],"with":[198],"different":[199],"60GHz.":[202],"According":[203],"these":[208],"concluded":[216],"four":[218],"60GHz":[221]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}