{"id":"https://openalex.org/W4311416213","doi":"https://doi.org/10.1109/camad55695.2022.9966911","title":"Exploiting Machine Learning for the Performance Analysis of a Mobile Hotspot with a Call Admission Control Mechanism","display_name":"Exploiting Machine Learning for the Performance Analysis of a Mobile Hotspot with a Call Admission Control Mechanism","publication_year":2022,"publication_date":"2022-11-02","ids":{"openalex":"https://openalex.org/W4311416213","doi":"https://doi.org/10.1109/camad55695.2022.9966911"},"language":"en","primary_location":{"id":"doi:10.1109/camad55695.2022.9966911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camad55695.2022.9966911","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","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/A5028972263","display_name":"Irene Keramidi","orcid":"https://orcid.org/0000-0003-4449-8712"},"institutions":[{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Irene Keramidi","raw_affiliation_strings":["University of Peloponnese,Department of Informatics and Telecommunications,Tripolis,Greece","Department of Informatics and Telecommunications, University of Peloponnese, Tripolis, Greece"],"affiliations":[{"raw_affiliation_string":"University of Peloponnese,Department of Informatics and Telecommunications,Tripolis,Greece","institution_ids":["https://openalex.org/I158716096"]},{"raw_affiliation_string":"Department of Informatics and Telecommunications, University of Peloponnese, Tripolis, Greece","institution_ids":["https://openalex.org/I158716096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074388101","display_name":"Dimitris Uzunidis","orcid":"https://orcid.org/0000-0002-9993-5230"},"institutions":[{"id":"https://openalex.org/I4210094138","display_name":"University of West Attica","ror":"https://ror.org/00r2r5k05","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210094138"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitris Uzunidis","raw_affiliation_strings":["University of West Attica,Department of Electrical and Electronics Engineering,Athens,Greece","Department of Electrical and Electronics Engineering, University of West Attica, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"University of West Attica,Department of Electrical and Electronics Engineering,Athens,Greece","institution_ids":["https://openalex.org/I4210094138"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, University of West Attica, Athens, Greece","institution_ids":["https://openalex.org/I4210094138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078618136","display_name":"Marinos Vlasakis","orcid":"https://orcid.org/0000-0002-1972-483X"},"institutions":[{"id":"https://openalex.org/I231025917","display_name":"Hellenic Open University","ror":"https://ror.org/02kq26x23","country_code":"GR","type":"education","lineage":["https://openalex.org/I231025917"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Marinos Vlasakis","raw_affiliation_strings":["School of Science and Technology Hellenic Open University,Patras,Greece","School of Science and Technology Hellenic Open University, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology Hellenic Open University,Patras,Greece","institution_ids":["https://openalex.org/I231025917"]},{"raw_affiliation_string":"School of Science and Technology Hellenic Open University, Patras, Greece","institution_ids":["https://openalex.org/I231025917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050756789","display_name":"Panagiotis Sarigiannidis","orcid":"https://orcid.org/0000-0001-6042-0355"},"institutions":[{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panagiotis G. Sarigiannidis","raw_affiliation_strings":["University of Westem Macedonia,Department of Electrical and Computer Engineering,Kozani,Greece","Department of Electrical and Computer Engineering, University of Westem Macedonia, Kozani, Greece"],"affiliations":[{"raw_affiliation_string":"University of Westem Macedonia,Department of Electrical and Computer Engineering,Kozani,Greece","institution_ids":["https://openalex.org/I89506807"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Westem Macedonia, Kozani, Greece","institution_ids":["https://openalex.org/I89506807"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040071039","display_name":"Ioannis D. Moscholios","orcid":"https://orcid.org/0000-0003-3656-277X"},"institutions":[{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Moscholios","raw_affiliation_strings":["University of Peloponnese,Department of Informatics and Telecommunications,Tripolis,Greece","Department of Informatics and Telecommunications, University of Peloponnese, Tripolis, Greece"],"affiliations":[{"raw_affiliation_string":"University of Peloponnese,Department of Informatics and Telecommunications,Tripolis,Greece","institution_ids":["https://openalex.org/I158716096"]},{"raw_affiliation_string":"Department of Informatics and Telecommunications, University of Peloponnese, Tripolis, Greece","institution_ids":["https://openalex.org/I158716096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5028972263"],"corresponding_institution_ids":["https://openalex.org/I158716096"],"apc_list":null,"apc_paid":null,"fwci":0.2222,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67423908,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"77","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9959999918937683,"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/T13553","display_name":"Age of Information Optimization","score":0.9923999905586243,"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":0.8091436624526978},{"id":"https://openalex.org/keywords/hotspot","display_name":"Hotspot (geology)","score":0.6778239607810974},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.6585689187049866},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.6070036292076111},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.573662281036377},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.45593327283859253},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42633256316185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3867514729499817},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38646581768989563},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3499383330345154},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12189525365829468},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10829165577888489}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8091436624526978},{"id":"https://openalex.org/C146481406","wikidata":"https://www.wikidata.org/wiki/Q105131","display_name":"Hotspot (geology)","level":2,"score":0.6778239607810974},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6585689187049866},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.6070036292076111},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.573662281036377},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.45593327283859253},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42633256316185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3867514729499817},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38646581768989563},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3499383330345154},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12189525365829468},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10829165577888489},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C8058405","wikidata":"https://www.wikidata.org/wiki/Q46255","display_name":"Geophysics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/camad55695.2022.9966911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camad55695.2022.9966911","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","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":21,"referenced_works":["https://openalex.org/W2028428099","https://openalex.org/W2055490187","https://openalex.org/W2542714965","https://openalex.org/W2918176244","https://openalex.org/W2918210697","https://openalex.org/W2943017603","https://openalex.org/W2987784284","https://openalex.org/W2988129415","https://openalex.org/W3009358749","https://openalex.org/W3092140947","https://openalex.org/W3100098411","https://openalex.org/W3115797579","https://openalex.org/W3122989495","https://openalex.org/W3135089279","https://openalex.org/W3208855210","https://openalex.org/W3217303425","https://openalex.org/W4200519831","https://openalex.org/W4312713437","https://openalex.org/W4312787654","https://openalex.org/W6728450767","https://openalex.org/W6783331699"],"related_works":["https://openalex.org/W2379637199","https://openalex.org/W2405057786","https://openalex.org/W2501832907","https://openalex.org/W2063054109","https://openalex.org/W2079602762","https://openalex.org/W2379651310","https://openalex.org/W2113019827","https://openalex.org/W1541249122","https://openalex.org/W2413828414","https://openalex.org/W2367222340"],"abstract_inverted_index":{"Machine":[0],"Learning":[1],"(ML)":[2],"algorithms":[3],"can":[4,96],"be":[5,97],"efficiently":[6],"employed":[7],"to":[8,70],"calculate":[9],"various":[10],"performance":[11,73],"metrics":[12,74],"in":[13,31,75,100,125],"telecommunication":[14],"systems":[15],"showing":[16],"comparable":[17],"accuracy":[18,49],"with":[19],"analytical":[20,62],"expressions":[21],"while":[22,146],"at":[23],"the":[24,28,40,48,54,93,103,109,113,120,148],"same":[25],"time":[26,30,56,138],"decreasing":[27],"computation":[29],"several":[32],"operational":[33,131],"cases.":[34],"In":[35],"this":[36],"paper,":[37],"we":[38,90],"examine":[39],"impact":[41],"of":[42,50,79,112,136,139,144],"six":[43],"ML":[44,88],"methods":[45],"both":[46],"on":[47,53],"calculations":[51],"and":[52,57,108],"estimation":[55,137],"benchmark":[58],"them":[59],"against":[60],"an":[61],"formalism":[63],"which":[64,128],"solves":[65],"a":[66,76,80,84,126,134],"2D":[67,114],"Markov":[68,115],"chain":[69,116],"estimate":[71],"seven":[72],"vehicular":[77],"system":[78,104],"mobile":[81],"hotspot.":[82],"As":[83],"consequence,":[85],"when":[86],"using":[87],"methods,":[89],"show":[91],"that":[92],"computational":[94,110],"complexity":[95,111],"reduced,":[98],"especially":[99],"cases":[101],"where":[102],"capacity":[105],"is":[106,123],"large":[107],"increases.":[117],"More":[118],"specifically,":[119],"proposed":[121],"approach":[122],"applied":[124],"dataset":[127],"comprises":[129],"100,000":[130],"cases,":[132],"demonstrating":[133],"reduction":[135],"more":[140],"than":[141,152],"two":[142],"orders":[143],"magnitude":[145],"maintaining":[147],"average":[149],"error":[150],"less":[151],"4.5%.":[153]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
