{"id":"https://openalex.org/W4200545138","doi":"https://doi.org/10.1109/wcsp52459.2021.9613219","title":"Mobility and Traffic Prediction-Based Resource Allocation With Edge Intelligence in Wireless Network","display_name":"Mobility and Traffic Prediction-Based Resource Allocation With Edge Intelligence in Wireless Network","publication_year":2021,"publication_date":"2021-10-20","ids":{"openalex":"https://openalex.org/W4200545138","doi":"https://doi.org/10.1109/wcsp52459.2021.9613219"},"language":"en","primary_location":{"id":"doi:10.1109/wcsp52459.2021.9613219","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp52459.2021.9613219","pdf_url":null,"source":{"id":"https://openalex.org/S4363607893","display_name":"2021 13th International Conference on Wireless Communications and Signal Processing (WCSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Wireless Communications and Signal Processing (WCSP)","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/A5068311655","display_name":"Yukun Sun","orcid":"https://orcid.org/0000-0003-0272-1533"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yukun Sun","raw_affiliation_strings":["Wireless Signal Processing and Network Laboratory, Beijing University of Posts and Telecommunications, Beijing, P.R. China"],"affiliations":[{"raw_affiliation_string":"Wireless Signal Processing and Network Laboratory, Beijing University of Posts and Telecommunications, Beijing, P.R. China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110828637","display_name":"Xing Zhang","orcid":"https://orcid.org/0009-0008-3245-1347"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Zhang","raw_affiliation_strings":["Wireless Signal Processing and Network Laboratory, Beijing University of Posts and Telecommunications, Beijing, P.R. China"],"affiliations":[{"raw_affiliation_string":"Wireless Signal Processing and Network Laboratory, Beijing University of Posts and Telecommunications, Beijing, P.R. China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015939251","display_name":"Yongdong Zhu","orcid":"https://orcid.org/0000-0002-5420-7926"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongdong Zhu","raw_affiliation_strings":["Zhejiang Lab, Zhejiang Province, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Lab, Zhejiang Province, China","institution_ids":["https://openalex.org/I4210123185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068311655"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.19925908,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994999766349792,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9990000128746033,"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/T13553","display_name":"Age of Information Optimization","score":0.9979000091552734,"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":0.8353158235549927},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6494928598403931},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6406676769256592},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5925682783126831},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5847256183624268},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5519791841506958},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5361456871032715},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5078755021095276},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4822176694869995},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.443452388048172},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43471673130989075},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2503219246864319},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08748093247413635},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08397886157035828}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8353158235549927},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6494928598403931},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6406676769256592},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5925682783126831},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5847256183624268},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5519791841506958},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5361456871032715},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5078755021095276},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4822176694869995},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.443452388048172},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43471673130989075},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2503219246864319},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08748093247413635},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08397886157035828},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcsp52459.2021.9613219","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp52459.2021.9613219","pdf_url":null,"source":{"id":"https://openalex.org/S4363607893","display_name":"2021 13th International Conference on Wireless Communications and Signal Processing (WCSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Wireless Communications and Signal Processing (WCSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G4536483767","display_name":null,"funder_award_id":"62071063","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2519075622","https://openalex.org/W2523438800","https://openalex.org/W2795757513","https://openalex.org/W2903957515","https://openalex.org/W2908424000","https://openalex.org/W2919677675","https://openalex.org/W2950863887","https://openalex.org/W2963049813","https://openalex.org/W2989639897","https://openalex.org/W3010275351","https://openalex.org/W3016506343","https://openalex.org/W3035218782","https://openalex.org/W3038072908","https://openalex.org/W3038077692","https://openalex.org/W6758061696"],"related_works":["https://openalex.org/W2136583354","https://openalex.org/W2111238207","https://openalex.org/W2760721665","https://openalex.org/W330130819","https://openalex.org/W2288610023","https://openalex.org/W2112044895","https://openalex.org/W1939996075","https://openalex.org/W3181553685","https://openalex.org/W2118113972","https://openalex.org/W2896252239"],"abstract_inverted_index":{"Radio":[0],"resources":[1,15],"are":[2,16],"increasingly":[3],"scarce":[4],"with":[5,72,100,126,151,156],"the":[6,37,58,118,131,139],"explosive":[7],"growth":[8],"of":[9,28],"smart":[10],"end":[11],"devices":[12],"while":[13],"these":[14],"under-utilized":[17],"in":[18,75,121,130],"existing":[19],"wireless":[20,29],"networks.":[21],"Deep":[22],"learning":[23,48],"can":[24,104],"make":[25],"full":[26],"use":[27],"big":[30],"data":[31],"to":[32,56,81,90,92],"predict":[33],"information":[34],"from":[35],"both":[36],"user":[38,95],"and":[39,97,146],"network":[40,50,113],"side.":[41],"Thus,":[42],"predictive":[43,101,158],"resource":[44,68],"allocation":[45,69],"applying":[46],"intelligence":[47,74,109],"at":[49,112],"edge":[51,73,108],"is":[52,88],"a":[53,66,76,122],"promising":[54],"approach":[55],"improve":[57,82],"system":[59,83],"performance.":[60],"In":[61],"this":[62],"paper,":[63],"we":[64,116],"formulate":[65],"prediction-based":[67],"policy":[70,129,142,155],"(PBRA)":[71],"large":[77,132],"time":[78,124,133],"scale":[79,125],"aiming":[80],"throughput.":[84],"A":[85],"proportion":[86,153],"factor":[87],"proposed":[89,140],"adapt":[91],"channel":[93],"gains,":[94],"mobility":[96],"quality-of-service":[98],"(QoS)":[99],"information,":[102],"which":[103],"be":[105],"predicted":[106],"by":[107],"server":[110],"deployed":[111],"edge.":[114],"Then,":[115],"propose":[117],"PBRA":[119,141],"algorithm":[120],"small":[123],"solved":[127],"optimal":[128],"scale.":[134],"Simulation":[135],"results":[136],"show":[137],"that":[138],"achieves":[143],"higher":[144],"throughput":[145],"improves":[147],"QoS":[148],"even":[149],"compared":[150],"fair":[152],"scheduling":[154],"error-free":[157],"information.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}