{"id":"https://openalex.org/W4385801375","doi":"https://doi.org/10.1109/vtc2023-spring57618.2023.10201082","title":"Machine Learning Based SINR Prediction in Private Campus Networks","display_name":"Machine Learning Based SINR Prediction in Private Campus Networks","publication_year":2023,"publication_date":"2023-06-01","ids":{"openalex":"https://openalex.org/W4385801375","doi":"https://doi.org/10.1109/vtc2023-spring57618.2023.10201082"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2023-spring57618.2023.10201082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2023-spring57618.2023.10201082","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring)","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/A5048174834","display_name":"Sachinkumar Bavikatti Mallikarjun","orcid":"https://orcid.org/0000-0001-9796-7880"},"institutions":[{"id":"https://openalex.org/I4210161360","display_name":"Institute of Navigation","ror":"https://ror.org/05rmpy443","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210161360"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sachinkumar B. Mallikarjun","raw_affiliation_strings":["Division of Wireless Communications and Radio Navigation,Department of Electrical and Computer Engineering","Department of Electrical and Computer Engineering, Division of Wireless Communications and Radio Navigation"],"affiliations":[{"raw_affiliation_string":"Division of Wireless Communications and Radio Navigation,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I4210161360"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Division of Wireless Communications and Radio Navigation","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016429120","display_name":"Sai Charan Kusumapani","orcid":"https://orcid.org/0000-0001-7532-5959"},"institutions":[{"id":"https://openalex.org/I4210161360","display_name":"Institute of Navigation","ror":"https://ror.org/05rmpy443","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210161360"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sai Charan Kusumapani","raw_affiliation_strings":["Division of Wireless Communications and Radio Navigation,Department of Electrical and Computer Engineering","Department of Electrical and Computer Engineering, Division of Wireless Communications and Radio Navigation"],"affiliations":[{"raw_affiliation_string":"Division of Wireless Communications and Radio Navigation,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I4210161360"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Division of Wireless Communications and Radio Navigation","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012004471","display_name":"Nandish P. Kuruvatti","orcid":"https://orcid.org/0000-0002-4977-642X"},"institutions":[{"id":"https://openalex.org/I4210161360","display_name":"Institute of Navigation","ror":"https://ror.org/05rmpy443","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210161360"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nandish P. Kuruvatti","raw_affiliation_strings":["Division of Wireless Communications and Radio Navigation,Department of Electrical and Computer Engineering","Department of Electrical and Computer Engineering, Division of Wireless Communications and Radio Navigation"],"affiliations":[{"raw_affiliation_string":"Division of Wireless Communications and Radio Navigation,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I4210161360"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Division of Wireless Communications and Radio Navigation","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092799246","display_name":"Bhalachandra G. Bhat","orcid":"https://orcid.org/0000-0003-4959-2812"},"institutions":[{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152675"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bhalachandra G. Bhat","raw_affiliation_strings":["RPTU Kaiserslautern-Landau,Kaiserslautern,Germany,67663"],"affiliations":[{"raw_affiliation_string":"RPTU Kaiserslautern-Landau,Kaiserslautern,Germany,67663","institution_ids":["https://openalex.org/I4387152675"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008473850","display_name":"Hans D. Schotten","orcid":"https://orcid.org/0000-0001-5005-3635"},"institutions":[{"id":"https://openalex.org/I4210161360","display_name":"Institute of Navigation","ror":"https://ror.org/05rmpy443","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210161360"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hans D. Schotten","raw_affiliation_strings":["Division of Wireless Communications and Radio Navigation,Department of Electrical and Computer Engineering","Department of Electrical and Computer Engineering, Division of Wireless Communications and Radio Navigation"],"affiliations":[{"raw_affiliation_string":"Division of Wireless Communications and Radio Navigation,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I4210161360"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Division of Wireless Communications and Radio Navigation","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048174834"],"corresponding_institution_ids":["https://openalex.org/I4210161360"],"apc_list":null,"apc_paid":null,"fwci":0.6578,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68412662,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"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/T12146","display_name":"Power Line Communications and Noise","score":0.9998000264167786,"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/T12146","display_name":"Power Line Communications and Noise","score":0.9998000264167786,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9997000098228455,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9995999932289124,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7654623985290527},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6511412858963013},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5599018335342407},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.49424508213996887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4939480423927307},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41363582015037537},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3174589276313782},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1055774986743927}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7654623985290527},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6511412858963013},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5599018335342407},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.49424508213996887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4939480423927307},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41363582015037537},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3174589276313782},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1055774986743927},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vtc2023-spring57618.2023.10201082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2023-spring57618.2023.10201082","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311687","display_name":"Ministry of Education","ror":"https://ror.org/03m01yf64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2890096629","https://openalex.org/W2911964244","https://openalex.org/W2966260872","https://openalex.org/W2969805384","https://openalex.org/W2983660937","https://openalex.org/W3007075806","https://openalex.org/W3020958930","https://openalex.org/W3024761859","https://openalex.org/W3045729999","https://openalex.org/W3099802519","https://openalex.org/W3126686235","https://openalex.org/W4200338608","https://openalex.org/W4252279144","https://openalex.org/W4293206054","https://openalex.org/W6776232672","https://openalex.org/W6785668412"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003"],"abstract_inverted_index":{"Mobile":[0],"communication":[1],"systems":[2],"are":[3,23,62,80,135,169],"in":[4,53,125,171,179,200],"the":[5,17,26,36,39,49,63,81,84,95,111,126,186,195],"deployment":[6],"phase":[7],"of":[8,21,29,38,48,88,97,101,129,185,197],"their":[9,92],"fifth":[10],"generation":[11,19],"(5G)":[12],"and":[13,32,76,91,108,143,166,193],"research":[14],"activities":[15],"toward":[16],"sixth":[18],"(6G)":[20],"standards":[22,90],"ongoing":[24],"around":[25],"globe.":[27],"Integration":[28],"artificial":[30],"intelligence":[31],"machine":[33,116,152],"learning":[34,117,153],"for":[35,104],"optimization":[37],"network":[40,44,106,133],"(e.g,":[41],"radio":[42,146],"access":[43],"functionalities)":[45],"is":[46,100,149],"one":[47],"key":[50,82,102],"technological":[51],"enablers":[52],"modern":[54],"mobile":[55],"networks.":[56],"Further,":[57],"private":[58],"campus":[59],"networks":[60,65],"(PCNs)":[61],"local":[64],"customised":[66],"to":[67,83,120,176],"serve":[68],"certain":[69],"vertical":[70,85],"industry":[71],"use-cases":[72],"(e.g.,":[73],"smart":[74],"warehouse":[75],"logistics).":[77],"These":[78],"PCNs":[79,99],"market":[86],"penetration":[87],"5G":[89,140],"proliferation.":[93],"Optimizing":[94],"functioning":[96],"such":[98,198],"importance":[103],"both":[105],"operators":[107],"enterprises":[109],"owning":[110],"PCNs.":[112,201],"This":[113],"paper":[114],"presents":[115],"based":[118,181],"methods":[119,154,199],"predict":[121,177],"signal-to-interference-plus-noise":[122],"ratio":[123],"(SINR)":[124],"controlled":[127],"environment":[128,147],"a":[130,138,144],"PCN.":[131],"The":[132,188],"measurements":[134,175],"collected":[136],"from":[137],"live":[139],"SA":[141],"PCN":[142],"grid-wise":[145],"map":[148],"generated.":[150],"Subsequently,":[151],"namely":[155],"Vanilla":[156],"long":[157,162],"short-term":[158,163],"memory":[159,164],"(LSTM),":[160],"Bi-directional":[161],"(Bi-LSTM),":[165],"Random":[167],"Forest":[168],"used":[170],"tandem":[172],"with":[173],"these":[174],"SINR":[178],"advance":[180],"on":[182],"mobility":[183],"attributes":[184],"user.":[187],"results":[189],"show":[190],"fair":[191],"performance":[192],"demonstrate":[194],"applicability":[196]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}