{"id":"https://openalex.org/W4315629800","doi":"https://doi.org/10.1109/globecom48099.2022.10001717","title":"Stochastic Evaluation of Indoor Wireless Network Performance with Data-Driven Propagation Models","display_name":"Stochastic Evaluation of Indoor Wireless Network Performance with Data-Driven Propagation Models","publication_year":2022,"publication_date":"2022-12-04","ids":{"openalex":"https://openalex.org/W4315629800","doi":"https://doi.org/10.1109/globecom48099.2022.10001717"},"language":"en","primary_location":{"id":"doi:10.1109/globecom48099.2022.10001717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom48099.2022.10001717","pdf_url":null,"source":{"id":"https://openalex.org/S4363607705","display_name":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","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":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.17863/cam.88933","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015971865","display_name":"Stefanos Bakirtzis","orcid":"https://orcid.org/0000-0002-7958-0495"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stefanos Bakirtzis","raw_affiliation_strings":["University of Cambridge,Ranplan Wireless,Dept. of Computer Science and Technology,Cambridge,United Kingdom","Dept. of Computer Science and Technology, Ranplan Wireless, University of Cambridge, Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cambridge,Ranplan Wireless,Dept. of Computer Science and Technology,Cambridge,United Kingdom","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Dept. of Computer Science and Technology, Ranplan Wireless, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079659442","display_name":"Ian Wassell","orcid":"https://orcid.org/0000-0001-7927-5565"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ian Wassell","raw_affiliation_strings":["University of Cambridge,Ranplan Wireless,Dept. of Computer Science and Technology,Cambridge,United Kingdom","Dept. of Computer Science and Technology, Ranplan Wireless, University of Cambridge, Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cambridge,Ranplan Wireless,Dept. of Computer Science and Technology,Cambridge,United Kingdom","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Dept. of Computer Science and Technology, Ranplan Wireless, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101842859","display_name":"Marco Fiore","orcid":"https://orcid.org/0000-0003-0102-2394"},"institutions":[{"id":"https://openalex.org/I2802499160","display_name":"IMDEA Networks","ror":"https://ror.org/04mm9fg30","country_code":"ES","type":"facility","lineage":["https://openalex.org/I105140100","https://openalex.org/I2802499160"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marco Fiore","raw_affiliation_strings":["IMDEA Networks Institute,Madrid,Spain","IMDEA Networks Institute, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMDEA Networks Institute,Madrid,Spain","institution_ids":["https://openalex.org/I2802499160"]},{"raw_affiliation_string":"IMDEA Networks Institute, Madrid, Spain","institution_ids":["https://openalex.org/I2802499160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100436731","display_name":"Jie Zhang","orcid":"https://orcid.org/0000-0002-3354-0690"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jie Zhang","raw_affiliation_strings":["The University of Sheffield,Ranplan Wireless,Dept. of Electronic and Electrical Engineering,Sheffield,United Kingdom","Dept. of Electronic and Electrical Engineering, Ranplan Wireless, The University of Sheffield, Sheffield, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sheffield,Ranplan Wireless,Dept. of Electronic and Electrical Engineering,Sheffield,United Kingdom","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Dept. of Electronic and Electrical Engineering, Ranplan Wireless, The University of Sheffield, Sheffield, United Kingdom","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8873,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.92395837,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3587","last_page":"3592"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9937000274658203,"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/T13121","display_name":"Radio Wave Propagation Studies","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.7375232577323914},{"id":"https://openalex.org/keywords/femtocell","display_name":"Femtocell","score":0.5931373238563538},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.58467698097229},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5639997720718384},{"id":"https://openalex.org/keywords/radio-propagation","display_name":"Radio propagation","score":0.5505124926567078},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5022258758544922},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46971386671066284},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4675731956958771},{"id":"https://openalex.org/keywords/stochastic-geometry","display_name":"Stochastic geometry","score":0.46545106172561646},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.45917534828186035},{"id":"https://openalex.org/keywords/stochastic-modelling","display_name":"Stochastic modelling","score":0.4442240595817566},{"id":"https://openalex.org/keywords/propagation-of-uncertainty","display_name":"Propagation of uncertainty","score":0.4330172538757324},{"id":"https://openalex.org/keywords/radio-propagation-model","display_name":"Radio propagation model","score":0.4246240258216858},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3205071985721588},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1859310269355774},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16611039638519287},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13232728838920593},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.10640576481819153},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09312444925308228}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7375232577323914},{"id":"https://openalex.org/C152504517","wikidata":"https://www.wikidata.org/wiki/Q572455","display_name":"Femtocell","level":3,"score":0.5931373238563538},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.58467698097229},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5639997720718384},{"id":"https://openalex.org/C202311505","wikidata":"https://www.wikidata.org/wiki/Q1474701","display_name":"Radio propagation","level":2,"score":0.5505124926567078},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5022258758544922},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46971386671066284},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4675731956958771},{"id":"https://openalex.org/C31243852","wikidata":"https://www.wikidata.org/wiki/Q1666739","display_name":"Stochastic geometry","level":2,"score":0.46545106172561646},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.45917534828186035},{"id":"https://openalex.org/C127491075","wikidata":"https://www.wikidata.org/wiki/Q7617825","display_name":"Stochastic modelling","level":2,"score":0.4442240595817566},{"id":"https://openalex.org/C123614077","wikidata":"https://www.wikidata.org/wiki/Q1364905","display_name":"Propagation of uncertainty","level":2,"score":0.4330172538757324},{"id":"https://openalex.org/C76843793","wikidata":"https://www.wikidata.org/wiki/Q1474701","display_name":"Radio propagation model","level":3,"score":0.4246240258216858},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3205071985721588},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1859310269355774},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16611039638519287},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13232728838920593},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.10640576481819153},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09312444925308228},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/globecom48099.2022.10001717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom48099.2022.10001717","pdf_url":null,"source":{"id":"https://openalex.org/S4363607705","display_name":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","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":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:www.repository.cam.ac.uk:1810/341508","is_oa":false,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/341508","pdf_url":null,"source":{"id":"https://openalex.org/S4306401777","display_name":"Apollo (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Object"},{"id":"doi:10.17863/cam.88933","is_oa":true,"landing_page_url":"https://doi.org/10.17863/cam.88933","pdf_url":null,"source":{"id":"https://openalex.org/S7407050737","display_name":"Apollo","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":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Other"}],"best_oa_location":{"id":"doi:10.17863/cam.88933","is_oa":true,"landing_page_url":"https://doi.org/10.17863/cam.88933","pdf_url":null,"source":{"id":"https://openalex.org/S7407050737","display_name":"Apollo","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":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Other"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G1276317268","display_name":null,"funder_award_id":"H2020-MSCA ITN-2019","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2001806450","display_name":null,"funder_award_id":"H2020-MSCA-ITN","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2188020438","display_name":null,"funder_award_id":"H2020-MSCA-ITN-2019","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G3345895242","display_name":null,"funder_award_id":"H2020-MSCA","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G4137143020","display_name":"Big dAta aNalYtics for radio Access Networks","funder_award_id":"860239","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5382247642","display_name":null,"funder_award_id":"H2020-MSCA-ITN-2019, MSCA-ITN-EID","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G6281504974","display_name":null,"funder_award_id":"MSCA-ITN-2019","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G651070732","display_name":null,"funder_award_id":"860239","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G7628805400","display_name":null,"funder_award_id":"MSCA-ITN-2019","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7984235579","display_name":null,"funder_award_id":"H2020-MSCA-ITN","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G8512683158","display_name":null,"funder_award_id":"H2020-MSCA","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G903435926","display_name":null,"funder_award_id":"860239, BANYAN","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W105972687","https://openalex.org/W1880751280","https://openalex.org/W1954351671","https://openalex.org/W1980287044","https://openalex.org/W2106600817","https://openalex.org/W2147016173","https://openalex.org/W2317585713","https://openalex.org/W2343448572","https://openalex.org/W2911643182","https://openalex.org/W3043158753","https://openalex.org/W3090646462","https://openalex.org/W3206076386","https://openalex.org/W4225742867","https://openalex.org/W4281570319","https://openalex.org/W4285279075","https://openalex.org/W4293263215","https://openalex.org/W6802667046"],"related_works":["https://openalex.org/W4250460365","https://openalex.org/W4245572522","https://openalex.org/W2592000626","https://openalex.org/W1922004413","https://openalex.org/W2329911006","https://openalex.org/W1989624344","https://openalex.org/W2397903930","https://openalex.org/W4399660128","https://openalex.org/W1984763551","https://openalex.org/W2047443988"],"abstract_inverted_index":{"Cell":[0],"densification":[1],"through":[2,178],"the":[3,18,29,32,48,110,114,124,137,152,158,164,189],"installation":[4],"of":[5,20,25,31,68,113,130,139,154,188],"smallcells":[6],"and":[7,42,70,72,148,172],"femtocells":[8],"in":[9,66],"indoor":[10,61,141,159],"environments":[11],"is":[12,176],"an":[13,179],"emerging":[14],"solution":[15,175],"to":[16,123,143,157],"enhance":[17],"operation":[19],"wireless":[21,62],"networks.":[22],"The":[23,128],"deployment":[24],"new":[26],"components":[27],"within":[28,47],"heart":[30],"radio":[33],"access":[34],"network":[35,50,63],"calls":[36],"for":[37,109,136],"expedient":[38],"tools":[39],"that":[40,58,102],"assist":[41],"ensure":[43],"their":[44],"optimal":[45],"placement":[46],"existing":[49],"infrastructure.":[51],"In":[52,80,161],"this":[53,162],"paper,":[54],"we":[55,73,82],"introduce":[56],"metrics":[57,166,191],"can":[59,106],"characterize":[60],"performance":[64],"(IWNP)":[65],"terms":[67],"coverage":[69],"capacity,":[71],"evaluate":[74],"them":[75],"via":[76],"physics-based":[77,131],"propagation":[78,86,98,104,133],"models.":[79,127],"particular,":[81],"exploit":[83],"a":[84,89,94,118,173],"deterministic":[85,126],"model,":[87],"i.e.,":[88],"ray-tracer,":[90],"as":[91,93,169],"well":[92],"novel":[95],"machine":[96],"learning-based":[97],"model.":[99],"We":[100],"demonstrate":[101],"data-driven":[103],"models":[105,134],"be":[107,144],"leveraged":[108],"rigorous":[111],"evaluation":[112],"IWNP":[115,165,190],"metrics,":[116],"yielding":[117],"remarkable":[119],"computational":[120],"efficiency":[121],"compared":[122],"conventional":[125],"use":[129],"site-specific":[132],"allows":[135],"particularities":[138],"each":[140],"geometry":[142],"taken":[145],"into":[146],"account,":[147],"also":[149],"makes":[150],"feasible":[151],"consideration":[153],"uncertainties":[155],"related":[156],"environment.":[160],"case,":[163],"are":[167],"expressed":[168],"stochastic":[170,174],"quantities":[171],"derived":[177],"efficient":[180],"polynomial":[181],"chaos":[182],"expansion":[183],"representation,":[184],"enabling":[185],"on-the-fly":[186],"computation":[187],"statistics.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4}],"updated_date":"2026-08-25T07:29:55.448023","created_date":"2025-10-10T00:00:00"}
