{"id":"https://openalex.org/W4225513507","doi":"https://doi.org/10.1109/icin53892.2022.9758136","title":"Agent-Based Simulations for Coverage Extensions in 5G Networks and Beyond","display_name":"Agent-Based Simulations for Coverage Extensions in 5G Networks and Beyond","publication_year":2022,"publication_date":"2022-03-07","ids":{"openalex":"https://openalex.org/W4225513507","doi":"https://doi.org/10.1109/icin53892.2022.9758136"},"language":"en","primary_location":{"id":"doi:10.1109/icin53892.2022.9758136","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icin53892.2022.9758136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 25th Conference on Innovation in Clouds, Internet and Networks (ICIN)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.rug.nl/en/publications/e2adf061-e06e-4207-bca8-6483dda0a9a2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045899442","display_name":"Chaima Ghribi","orcid":"https://orcid.org/0000-0001-8961-3505"},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Chaima Ghribi","raw_affiliation_strings":["Orange Labs,Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orange Labs,Paris,France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020299238","display_name":"\u00c9lie Cali","orcid":"https://orcid.org/0000-0003-2499-4321"},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Elie Cali","raw_affiliation_strings":["Orange Labs,Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orange Labs,Paris,France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102710500","display_name":"Christian Hirsch","orcid":"https://orcid.org/0000-0003-4136-3740"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Christian Hirsch","raw_affiliation_strings":["Bernoulli Institute, University of Groningen,Groningen,Netherlands","Bernoulli Institute, University of Groningen, Groningen, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bernoulli Institute, University of Groningen,Groningen,Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"Bernoulli Institute, University of Groningen, Groningen, Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034440106","display_name":"Benedikt Jahnel","orcid":"https://orcid.org/0000-0002-4212-0065"},"institutions":[{"id":"https://openalex.org/I4210092021","display_name":"Weierstrass Institute for Applied Analysis and Stochastics","ror":"https://ror.org/00h1x4t21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210092021"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benedikt Jahnel","raw_affiliation_strings":["Weierstrass Institute for Applied,Analysis and Stochastics,Berlin,Germany","Analysis and Stochastics, Weierstrass Institute for Applied, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Weierstrass Institute for Applied,Analysis and Stochastics,Berlin,Germany","institution_ids":["https://openalex.org/I4210092021"]},{"raw_affiliation_string":"Analysis and Stochastics, Weierstrass Institute for Applied, Berlin, Germany","institution_ids":["https://openalex.org/I4210092021"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2696,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.36117485,"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":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9998000264167786,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9998000264167786,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9970999956130981,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9933000206947327,"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":0.8193717002868652},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.6729916334152222},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6594070792198181},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6066718697547913},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5663780570030212},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.555662214756012},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5438410043716431},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.48647448420524597},{"id":"https://openalex.org/keywords/core-network","display_name":"Core network","score":0.44522565603256226},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.43694227933883667},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.4273696541786194},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.4172288179397583},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2368687391281128},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18048381805419922},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14810502529144287}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8193717002868652},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.6729916334152222},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6594070792198181},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6066718697547913},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5663780570030212},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.555662214756012},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5438410043716431},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.48647448420524597},{"id":"https://openalex.org/C5038329","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Core network","level":2,"score":0.44522565603256226},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.43694227933883667},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.4273696541786194},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.4172288179397583},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2368687391281128},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18048381805419922},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14810502529144287},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icin53892.2022.9758136","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icin53892.2022.9758136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 25th Conference on Innovation in Clouds, Internet and Networks (ICIN)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.rug.nl:openaire/e2adf061-e06e-4207-bca8-6483dda0a9a2","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/e2adf061-e06e-4207-bca8-6483dda0a9a2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pure.rug.nl:openaire_cris_publications/e2adf061-e06e-4207-bca8-6483dda0a9a2","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/e2adf061-e06e-4207-bca8-6483dda0a9a2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:pure.rug.nl:openaire/e2adf061-e06e-4207-bca8-6483dda0a9a2","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/e2adf061-e06e-4207-bca8-6483dda0a9a2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6600000262260437,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1372115314","display_name":null,"funder_award_id":"EXC-2046","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1759844292","display_name":null,"funder_award_id":"project\u2010ID: 390685689","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G2033548659","display_name":null,"funder_award_id":"EXC\u20102046/1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G26273253","display_name":null,"funder_award_id":"EXC-2046/1 390685689","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G569219","display_name":null,"funder_award_id":"EXC 2046/1, project-ID: 390685689","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7725451807","display_name":"EXC 2046: MATH+: Berlin Mathematics Research Center","funder_award_id":"390685689","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320320933","display_name":"Rijksuniversiteit Groningen","ror":"https://ror.org/012p63287"},{"id":"https://openalex.org/F4320334763","display_name":"Leibniz-Gemeinschaft","ror":"https://ror.org/01n6r0e97"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W927851994","https://openalex.org/W1521947031","https://openalex.org/W1983553024","https://openalex.org/W2021497904","https://openalex.org/W2300178298","https://openalex.org/W2745328420","https://openalex.org/W2766425288","https://openalex.org/W2774706425","https://openalex.org/W2895655786","https://openalex.org/W2903709398","https://openalex.org/W2982419043","https://openalex.org/W3147446137","https://openalex.org/W4214928630","https://openalex.org/W4232889192"],"related_works":["https://openalex.org/W2303288554","https://openalex.org/W3033750547","https://openalex.org/W2029216794","https://openalex.org/W4386698331","https://openalex.org/W2047225036","https://openalex.org/W2138314731","https://openalex.org/W2029263917","https://openalex.org/W2093207996","https://openalex.org/W2982446297","https://openalex.org/W2322468729"],"abstract_inverted_index":{"Device-to-device":[0],"(D2D)":[1],"communications":[2],"is":[3,106,157,204],"one":[4],"of":[5,65,126,137,183,193],"the":[6,11,35,61,66,124,135,181,190,196,205],"key":[7],"emerging":[8],"technologies":[9],"for":[10,29,56,134,152,176,212],"fifth":[12],"generation":[13],"(5G)":[14],"networks":[15,44],"and":[16,25,38,49,63,75,83,87,98,111,120,129,179,186],"beyond.":[17],"It":[18],"enables":[19],"direct":[20,32],"communication":[21],"between":[22],"mobile":[23],"users":[24],"thereby":[26],"extends":[27],"coverage":[28,139,174,213],"devices":[30,194],"lacking":[31],"access":[33],"to":[34,73,101,109,147,160,172,195],"cellular":[36],"infrastructure":[37],"hence":[39],"enhances":[40],"network":[41],"capacity.":[42],"D2D":[43,78,138],"are":[45,80,169],"complex,":[46],"highly":[47],"dynamic":[48],"will":[50],"be":[51],"strongly":[52],"augmented":[53],"by":[54],"intelligence":[55],"decision":[57],"making":[58],"at":[59],"both":[60],"edge":[62],"core":[64],"network,":[67],"which":[68],"makes":[69],"them":[70],"particularly":[71],"difficult":[72],"predict":[74,173],"analyze.":[76],"Conventionally,":[77],"systems":[79],"evaluated,":[81],"investigated":[82],"analyzed":[84],"using":[85],"analytical":[86,99],"probabilistic":[88],"models":[89],"(e.g.,":[90],"from":[91,123],"stochastic":[92],"geometry).":[93],"However,":[94],"applying":[95],"classical":[96],"simulation":[97,121,136,164],"tools":[100],"such":[102],"a":[103,118,144,153],"complex":[104],"system":[105],"often":[107],"hard":[108],"track":[110],"inaccurate.":[112],"In":[113],"this":[114,203],"paper,":[115],"we":[116,168],"present":[117,143],"modeling":[119],"framework":[122],"perspective":[125],"complex-systems":[127],"science":[128],"exhibit":[130],"an":[131],"agent-based":[132,210],"model":[133,161],"extensions.":[140],"We":[141],"also":[142],"theoretical":[145],"study":[146,207],"benchmark":[148],"our":[149,201],"proposed":[150],"approach":[151],"basic":[154],"scenario":[155],"that":[156,167,208],"less":[158],"complicated":[159],"mathematically.":[162],"Our":[163],"results":[165],"show":[166],"indeed":[170],"able":[171],"extensions":[175,214],"multi-hop":[177],"scenarios":[178],"quantify":[180],"effects":[182],"street-system":[184],"characteristics":[185],"pedestrian":[187],"mobility":[188],"on":[189],"connection":[191],"time":[192],"base":[197],"station":[198],"(BS).":[199],"To":[200],"knowledge,":[202],"first":[206],"applies":[209],"simulations":[211],"in":[215],"D2D.":[216]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
