{"id":"https://openalex.org/W4367146270","doi":"https://doi.org/10.1109/csicc58665.2023.10105423","title":"Predicting the Load Capacity of 4G Cellular Networks With Deep Learning","display_name":"Predicting the Load Capacity of 4G Cellular Networks With Deep Learning","publication_year":2023,"publication_date":"2023-01-25","ids":{"openalex":"https://openalex.org/W4367146270","doi":"https://doi.org/10.1109/csicc58665.2023.10105423"},"language":"en","primary_location":{"id":"doi:10.1109/csicc58665.2023.10105423","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/csicc58665.2023.10105423","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 28th International Computer Conference, Computer Society of Iran (CSICC)","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/A5075096619","display_name":"Hamid Azadegan","orcid":"https://orcid.org/0000-0003-3481-9391"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hamid Azadegan","raw_affiliation_strings":["MCI R&D Center,Digital Solution Expert,Tehran,IRAN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MCI R&D Center,Digital Solution Expert,Tehran,IRAN","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076603704","display_name":"Farzaneh Esmaili","orcid":"https://orcid.org/0000-0002-0002-7305"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Farzaneh Esmaili","raw_affiliation_strings":["MCI R&D Center,Digital Solution Expert,Tehran,IRAN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MCI R&D Center,Digital Solution Expert,Tehran,IRAN","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04394521,"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":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.996399998664856,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.996399998664856,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9882000088691711,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.7605623006820679},{"id":"https://openalex.org/keywords/payload","display_name":"Payload (computing)","score":0.6248530149459839},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6101794838905334},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5974432229995728},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4532724916934967},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.44299793243408203},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.4339240789413452},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.389331579208374},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3645628094673157},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34947073459625244},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.17895489931106567}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7605623006820679},{"id":"https://openalex.org/C134066672","wikidata":"https://www.wikidata.org/wiki/Q1424639","display_name":"Payload (computing)","level":3,"score":0.6248530149459839},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6101794838905334},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5974432229995728},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4532724916934967},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.44299793243408203},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4339240789413452},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.389331579208374},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3645628094673157},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34947073459625244},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.17895489931106567},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csicc58665.2023.10105423","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/csicc58665.2023.10105423","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 28th International Computer Conference, Computer Society of Iran (CSICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2140202771","https://openalex.org/W2293871383","https://openalex.org/W3129995036","https://openalex.org/W3161564167","https://openalex.org/W4213096536","https://openalex.org/W6697261853"],"related_works":["https://openalex.org/W1535080110","https://openalex.org/W306312984","https://openalex.org/W857189463","https://openalex.org/W2979675132","https://openalex.org/W2944823289","https://openalex.org/W3003419070","https://openalex.org/W3005927381","https://openalex.org/W2124540127","https://openalex.org/W3197108443","https://openalex.org/W1973366582"],"abstract_inverted_index":{"Predicting":[0],"the":[1,18,24,33,43,54,62,68,73,76,97,100,116,136,144,153],"capacity":[2,80],"of":[3,20,59,75,81,85,99,118,124,156],"cellular":[4],"communication":[5],"networks":[6],"is":[7,50],"an":[8],"important":[9],"factor":[10,41],"to":[11,15,52,71],"provide":[12],"better":[13],"services":[14],"subscribers.":[16],"As":[17],"number":[19,117],"mobile":[21,77],"subscribers":[22],"increases,":[23],"network":[25,44,79,103],"load":[26],"and":[27,46,129,133],"user":[28],"experience":[29],"increase.":[30],"By":[31],"predicting":[32],"channel":[34],"quality":[35,56],"indicator":[36],"(CQI)":[37],"as":[38,109,135],"a":[39,122],"main":[40],"in":[42,57],"performance":[45,74],"spectral":[47],"efficiency,":[48],"it":[49],"possible":[51],"check":[53],"experimental":[55],"terms":[58],"appropriateness":[60],"for":[61],"desired":[63],"environment.":[64],"In":[65],"this":[66],"article,":[67],"authors":[69],"aimed":[70],"investigate":[72],"phone":[78],"Mobile":[82],"Telecommunication":[83],"Company":[84],"Iran":[86],"(MCI)":[87],"using":[88],"CQI":[89,145],"prediction":[90],"employing":[91],"deep":[92,102],"learning":[93],"methods.":[94],"To":[95],"increase":[96],"accuracy":[98],"proposed":[101,140],"model,":[104],"hand":[105],"designed":[106],"features":[107],"such":[108],"frequency":[110],"band,":[111],"physical":[112],"resource":[113],"block":[114],"(PRB),":[115],"surrounding":[119],"cells":[120],"within":[121],"radius":[123],"2.5":[125],"km,":[126],"download/upload":[127],"payload,":[128],"modulation":[130],"are":[131],"extracted":[132],"fed":[134],"model":[137,141],"input.":[138],"The":[139],"can":[142],"predict":[143],"with":[146],"96%":[147],"mean":[148],"absolute":[149],"error":[150],"rate":[151],"on":[152],"real":[154],"dataset":[155],"cell":[157],"stations.":[158]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}