{"id":"https://openalex.org/W2990091037","doi":"https://doi.org/10.1109/lwc.2019.2955084","title":"On the Mean Interference-to-Signal Ratio in Spatially Correlated Cellular Networks","display_name":"On the Mean Interference-to-Signal Ratio in Spatially Correlated Cellular Networks","publication_year":2019,"publication_date":"2019-11-22","ids":{"openalex":"https://openalex.org/W2990091037","doi":"https://doi.org/10.1109/lwc.2019.2955084","mag":"2990091037"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2019.2955084","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2019.2955084","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","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/A5008893953","display_name":"Shanshan Wang","orcid":"https://orcid.org/0000-0002-3784-8924"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Shanshan Wang","raw_affiliation_strings":["Laboratoire des Signaux et Syst\u00e8mes, CNRS, CentraleSup\u00e9lec, Univ Paris Sud, Universit\u00e9 Paris-Saclay, Paris, France","Laboratoire des signaux et syst\u00e8mes"],"raw_orcid":"https://orcid.org/0000-0002-3784-8924","affiliations":[{"raw_affiliation_string":"Laboratoire des Signaux et Syst\u00e8mes, CNRS, CentraleSup\u00e9lec, Univ Paris Sud, Universit\u00e9 Paris-Saclay, Paris, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"raw_affiliation_string":"Laboratoire des signaux et syst\u00e8mes","institution_ids":["https://openalex.org/I4210097418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081612175","display_name":"Marco Di Renzo","orcid":"https://orcid.org/0000-0003-0772-8793"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marco Di Renzo","raw_affiliation_strings":["Laboratoire des Signaux et Syst\u00e8mes, CNRS, CentraleSup\u00e9lec, Univ Paris Sud, Universit\u00e9 Paris-Saclay, Paris, France","Laboratoire des signaux et syst\u00e8mes"],"raw_orcid":"https://orcid.org/0000-0003-0772-8793","affiliations":[{"raw_affiliation_string":"Laboratoire des Signaux et Syst\u00e8mes, CNRS, CentraleSup\u00e9lec, Univ Paris Sud, Universit\u00e9 Paris-Saclay, Paris, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"raw_affiliation_string":"Laboratoire des signaux et syst\u00e8mes","institution_ids":["https://openalex.org/I4210097418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5483,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.64868982,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"9","issue":"3","first_page":"358","last_page":"362"},"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":0.9937999844551086,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.992900013923645,"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/poisson-point-process","display_name":"Poisson point process","score":0.5668801665306091},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5484573841094971},{"id":"https://openalex.org/keywords/monotonic-function","display_name":"Monotonic function","score":0.5410602688789368},{"id":"https://openalex.org/keywords/parametrization","display_name":"Parametrization (atmospheric modeling)","score":0.5359616279602051},{"id":"https://openalex.org/keywords/exponent","display_name":"Exponent","score":0.5308985114097595},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5212322473526001},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.4650287330150604},{"id":"https://openalex.org/keywords/poisson-distribution","display_name":"Poisson distribution","score":0.4402748942375183},{"id":"https://openalex.org/keywords/path-loss","display_name":"Path loss","score":0.4378575384616852},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4259887933731079},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.41654539108276367},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4040377736091614},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.36890512704849243},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33162009716033936},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.26662498712539673},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.242319256067276},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18442371487617493},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1781771183013916},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.096048504114151},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.0822288990020752}],"concepts":[{"id":"https://openalex.org/C16757284","wikidata":"https://www.wikidata.org/wiki/Q1145117","display_name":"Poisson point process","level":3,"score":0.5668801665306091},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5484573841094971},{"id":"https://openalex.org/C72169020","wikidata":"https://www.wikidata.org/wiki/Q194404","display_name":"Monotonic function","level":2,"score":0.5410602688789368},{"id":"https://openalex.org/C202887219","wikidata":"https://www.wikidata.org/wiki/Q3895221","display_name":"Parametrization (atmospheric modeling)","level":3,"score":0.5359616279602051},{"id":"https://openalex.org/C2780388253","wikidata":"https://www.wikidata.org/wiki/Q5421508","display_name":"Exponent","level":2,"score":0.5308985114097595},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5212322473526001},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.4650287330150604},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.4402748942375183},{"id":"https://openalex.org/C194273485","wikidata":"https://www.wikidata.org/wiki/Q1478845","display_name":"Path loss","level":3,"score":0.4378575384616852},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4259887933731079},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.41654539108276367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4040377736091614},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.36890512704849243},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33162009716033936},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.26662498712539673},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.242319256067276},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18442371487617493},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1781771183013916},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.096048504114151},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0822288990020752},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C74902906","wikidata":"https://www.wikidata.org/wiki/Q1190858","display_name":"Radiative transfer","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/lwc.2019.2955084","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2019.2955084","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03766743v1","is_oa":false,"landing_page_url":"https://centralesupelec.hal.science/hal-03766743","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Wireless Communications Letters, 2020, 9 (3), pp.358-362. ⟨10.1109/lwc.2019.2955084⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:HAL:hal-05153558v1","is_oa":false,"landing_page_url":"https://telecom-paris.hal.science/hal-05153558","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Wireless Communications Letters, 2020, 9 (3), pp.358-362. ⟨10.1109/LWC.2019.2955084⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W922358034","https://openalex.org/W2114207517","https://openalex.org/W2150166076","https://openalex.org/W2804209188","https://openalex.org/W2806191485","https://openalex.org/W2912736635","https://openalex.org/W2950259380","https://openalex.org/W2963121780","https://openalex.org/W2963320716","https://openalex.org/W2963480448"],"related_works":["https://openalex.org/W2153421756","https://openalex.org/W4239315977","https://openalex.org/W2077818434","https://openalex.org/W2054489697","https://openalex.org/W2361081803","https://openalex.org/W2036241269","https://openalex.org/W2109057766","https://openalex.org/W4250375811","https://openalex.org/W1998511134","https://openalex.org/W2527029626"],"abstract_inverted_index":{"The":[0],"Inhomogeneous":[1],"Double":[2],"Thinning":[3],"(IDT)":[4],"approach":[5,84],"is":[6,48,86],"a":[7,78,92],"tractable":[8],"and":[9,38,76,117,126,135,146,165,194,197],"general":[10],"approximation":[11,33],"for":[12,81,88,101],"analyzing":[13],"cellular":[14,74,137],"networks":[15,138],"in":[16,172,188,201],"which":[17],"the":[18,21,29,32,36,39,43,53,56,60,82,98,102,108,113,118,122,128,131,142,147,150,159,163,175,206,209],"locations":[19],"of":[20,31,42,55,121,133,149,208],"base":[22,123,151],"stations":[23,124,152],"are":[24,184],"spatially":[25,72],"correlated.":[26],"Usually,":[27],"however,":[28],"parameters":[30,41,58],"depend":[34],"on":[35,71],"intensity":[37],"specific":[40],"point":[44,168],"process.":[45],"Therefore,":[46],"it":[47],"often":[49],"difficult":[50],"to":[51,162,186],"unveil":[52],"impact":[54],"system":[57],"from":[59],"resulting":[61],"analytical":[62,198],"framework.":[63],"In":[64],"this":[65],"letter,":[66],"we":[67,96,157],"focus":[68],"our":[69],"attention":[70],"repulsive":[73],"networks,":[75],"introduce":[77],"new":[79],"parameterization":[80],"IDT":[83],"that":[85,174],"suitable":[87],"analysis.":[89],"By":[90],"assuming":[91],"bounded":[93],"path-loss":[94,114,143],"model,":[95],"prove":[97],"following":[99],"trends":[100],"Mean":[103],"Interference-to-Signal":[104],"Ratio":[105],"(MISR):":[106],"(i)":[107],"MISR":[109,176],"monotonically":[110,139,177],"decreases":[111,140,178],"as":[112,141,179],"exponent":[115,144],"increases":[116,145],"deployment":[119],"density":[120,148],"decreases;":[125],"(ii)":[127],"difference":[129],"between":[130],"MISRs":[132],"Poisson":[134],"non-Poisson":[136],"decreases.":[153],"As":[154],"case":[155],"studies,":[156],"specialize":[158],"proposed":[160,210],"parametrization":[161],"\u03b2-Ginibre":[164],"square":[166],"lattice":[167],"processes.":[169],"We":[170],"prove,":[171],"particular,":[173],"\u03b2":[180],"increases.":[181],"These":[182],"findings":[183],"shown":[185],"be":[187],"agreement":[189],"with":[190,195],"Monte":[191],"Carlo":[192],"simulations,":[193],"numerical":[196],"studies":[199],"reported":[200],"prior":[202],"works,":[203],"thus":[204],"substantiating":[205],"validity":[207],"parametrization.":[211]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}