{"id":"https://openalex.org/W4362683534","doi":"https://doi.org/10.1109/jiot.2023.3265192","title":"Performance Analysis of Cellular Ultradense IoT Networks With Wireless Backhauls","display_name":"Performance Analysis of Cellular Ultradense IoT Networks With Wireless Backhauls","publication_year":2023,"publication_date":"2023-04-06","ids":{"openalex":"https://openalex.org/W4362683534","doi":"https://doi.org/10.1109/jiot.2023.3265192"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3265192","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3265192","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-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/A5021613864","display_name":"Mohammed Elbayoumi","orcid":"https://orcid.org/0000-0002-0147-2144"},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]},{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA","EG"],"is_corresponding":true,"raw_author_name":"Mohammed Elbayoumi","raw_affiliation_strings":["Concordia Institute for Information Systems Engineering, Concordia University, Montreal, QC, Canada","Physics and Engineering Mathematics Department, Ain Shams University, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering, Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]},{"raw_affiliation_string":"Physics and Engineering Mathematics Department, Ain Shams University, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108034686","display_name":"Mohamed Ibrahim","orcid":"https://orcid.org/0000-0003-3168-6626"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohamed Ibrahim","raw_affiliation_strings":["Research and Development Department, LATYS, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Research and Development Department, LATYS, Montreal, QC, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002401346","display_name":"Salah Elhoushy","orcid":"https://orcid.org/0000-0002-0962-8190"},"institutions":[{"id":"https://openalex.org/I4210091743","display_name":"InterDigital (Canada)","ror":"https://ror.org/00cxa0895","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210091743"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Salah Elhoushy","raw_affiliation_strings":["Wireless Lab, InterDigital Inc., Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Wireless Lab, InterDigital Inc., Montreal, QC, Canada","institution_ids":["https://openalex.org/I4210091743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005243649","display_name":"Walaa Hamouda","orcid":"https://orcid.org/0000-0001-6618-5851"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Walaa Hamouda","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Concordia University, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085765243","display_name":"Amr Youssef","orcid":"https://orcid.org/0000-0002-4284-8646"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Amr Youssef","raw_affiliation_strings":["Concordia Institute for Information Systems Engineering, Concordia University, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering, Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5021613864"],"corresponding_institution_ids":["https://openalex.org/I107720978","https://openalex.org/I60158472"],"apc_list":null,"apc_paid":null,"fwci":1.4123,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.80994185,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"10","issue":"17","first_page":"15774","last_page":"15787"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10148","display_name":"Advanced MIMO Systems Optimization","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/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/T10767","display_name":"Advanced Photonic Communication Systems","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/backhaul","display_name":"Backhaul (telecommunications)","score":0.8565964102745056},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7582705020904541},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6559109091758728},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6476593613624573},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.6092715263366699},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5686156153678894},{"id":"https://openalex.org/keywords/stochastic-geometry","display_name":"Stochastic geometry","score":0.5470234155654907},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.488102525472641},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4858691096305847},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.485825777053833},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.47483521699905396},{"id":"https://openalex.org/keywords/extremely-high-frequency","display_name":"Extremely high frequency","score":0.4295518398284912},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.36937397718429565},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3439788818359375},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12959766387939453},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.11030107736587524}],"concepts":[{"id":"https://openalex.org/C103760667","wikidata":"https://www.wikidata.org/wiki/Q798444","display_name":"Backhaul (telecommunications)","level":3,"score":0.8565964102745056},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7582705020904541},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6559109091758728},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6476593613624573},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.6092715263366699},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5686156153678894},{"id":"https://openalex.org/C31243852","wikidata":"https://www.wikidata.org/wiki/Q1666739","display_name":"Stochastic geometry","level":2,"score":0.5470234155654907},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.488102525472641},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4858691096305847},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.485825777053833},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.47483521699905396},{"id":"https://openalex.org/C45764600","wikidata":"https://www.wikidata.org/wiki/Q570342","display_name":"Extremely high frequency","level":2,"score":0.4295518398284912},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.36937397718429565},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3439788818359375},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12959766387939453},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.11030107736587524},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3265192","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3265192","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321588","display_name":"Concordia University","ror":"https://ror.org/0420zvk78"},{"id":"https://openalex.org/F4320334841","display_name":"Fonds de recherche du Qu\u00e9bec \u2013 Nature et technologies","ror":"https://ror.org/00b9f9778"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W631335369","https://openalex.org/W1926937313","https://openalex.org/W1991056455","https://openalex.org/W2073252511","https://openalex.org/W2150166076","https://openalex.org/W2398409936","https://openalex.org/W2614864174","https://openalex.org/W2735500522","https://openalex.org/W2771579582","https://openalex.org/W2786666506","https://openalex.org/W2799233473","https://openalex.org/W2885519071","https://openalex.org/W2887019724","https://openalex.org/W2933751056","https://openalex.org/W2944975502","https://openalex.org/W2962850356","https://openalex.org/W2963391296","https://openalex.org/W2963990797","https://openalex.org/W2966932878","https://openalex.org/W2981903311","https://openalex.org/W2989231300","https://openalex.org/W3005116230","https://openalex.org/W3009963081","https://openalex.org/W3014429824","https://openalex.org/W3036062491","https://openalex.org/W3036236003","https://openalex.org/W3080469715","https://openalex.org/W3088732684","https://openalex.org/W3094060203","https://openalex.org/W3118469753","https://openalex.org/W3122915757","https://openalex.org/W3151333791","https://openalex.org/W3187825182","https://openalex.org/W3195911184","https://openalex.org/W3197719577","https://openalex.org/W3200381634","https://openalex.org/W3209298344","https://openalex.org/W3212010319","https://openalex.org/W3216796187","https://openalex.org/W4229746864","https://openalex.org/W4312795736","https://openalex.org/W6848233329"],"related_works":["https://openalex.org/W2906618418","https://openalex.org/W2191948661","https://openalex.org/W4385885171","https://openalex.org/W4386850052","https://openalex.org/W4387870308","https://openalex.org/W3042852196","https://openalex.org/W3176065809","https://openalex.org/W2951015761","https://openalex.org/W2786893525","https://openalex.org/W2883651331"],"abstract_inverted_index":{"The":[0,191],"rising":[1],"era":[2],"of":[3,16,19,60,68,110,116,153,179,197],"smart":[4],"living":[5],"requires":[6],"unprecedented":[7],"advancements":[8],"in":[9,73,131],"cellular":[10],"networks":[11],"to":[12,23,82,105,123,146],"support":[13,83,106],"the":[14,17,44,55,65,77,84,87,98,113,117,125,151,157,164,169,180,186,195],"communications":[15,85],"Internet":[18],"Things":[20],"(IoT),":[21],"referred":[22],"as":[24],"machine-type":[25],"communication":[26],"(MTC).":[27],"Hence,":[28],"we":[29,53,136,173],"consider":[30],"an":[31,198],"ultradense":[32],"network":[33],"(UDN)":[34],"environment":[35],"supported":[36,154],"by":[37],"wireless":[38,188],"backhaul":[39],"links":[40],"(BHs)":[41],"and":[42,91,156,168],"investigate":[43],"achievable":[45],"performance":[46],"gains":[47],"for":[48,64,150],"MTC.":[49],"By":[50,95],"doing":[51,96],"so,":[52,97],"avoid":[54],"complexity,":[56],"cost,":[57],"and/or":[58],"infeasibility":[59],"providing":[61],"fiber":[62],"BHs":[63],"massive":[66,108],"number":[67,109],"small":[69],"cells":[70],"(SCs)":[71],"found":[72,130],"UDNs.":[74,132],"We":[75],"utilize":[76],"millimeter":[78],"wave":[79],"(mmWave)":[80],"band":[81],"between":[86],"IoT":[88],"Devices":[89],"(IoTD)":[90],"their":[92],"serving":[93],"SCs.":[94],"excess":[99],"available":[100],"bandwidth":[101],"can":[102,120],"be":[103,121],"used":[104],"a":[107,138,175],"IoTDs":[111,155],"while":[112],"propagation":[114],"characteristics":[115],"mmWave":[118],"signals":[119],"exploited":[122],"mitigate":[124],"severe":[126],"intercell":[127],"interference":[128],"(ICI)":[129],"In":[133,171],"this":[134],"regard,":[135],"formulate":[137],"mathematical":[139],"framework":[140],"using":[141],"tools":[142],"from":[143],"stochastic":[144],"geometry":[145],"derive":[147],"analytical":[148],"expressions":[149],"density":[152,202],"average":[158,181],"capacities":[159],"per":[160,183],"SC":[161,184,201,205],"on":[162],"both":[163],"access":[165],"link":[166],"(AL)":[167],"BH.":[170],"addition,":[172],"obtain":[174],"tight":[176],"lower":[177],"bound":[178],"capacity":[182],"under":[185],"considered":[187],"limited-capacity":[189],"BHs.":[190],"obtained":[192],"results":[193],"show":[194],"existence":[196],"optimal":[199],"active":[200],"that":[203],"maximizes":[204],"utilization.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
