{"id":"https://openalex.org/W2894244401","doi":"https://doi.org/10.1109/access.2018.2865182","title":"Modeling of Cellular Networks Using Stationary and Nonstationary Point Processes","display_name":"Modeling of Cellular Networks Using Stationary and Nonstationary Point Processes","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2894244401","doi":"https://doi.org/10.1109/access.2018.2865182","mag":"2894244401"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2865182","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2865182","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2865182","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100697170","display_name":"Chunlin Chen","orcid":"https://orcid.org/0000-0003-4292-0553"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Chunlin Chen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036993788","display_name":"Robert C. Elliott","orcid":"https://orcid.org/0000-0001-5561-2088"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Robert C. Elliott","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030687850","display_name":"Witold A. Krzymie\u0144","orcid":"https://orcid.org/0000-0002-2799-4733"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Witold A. Krzymien","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000790952","display_name":"Jordan Melzer","orcid":"https://orcid.org/0000-0002-5564-5880"},"institutions":[{"id":"https://openalex.org/I2800934870","display_name":"Telus (Canada)","ror":"https://ror.org/040vbkv27","country_code":"CA","type":"company","lineage":["https://openalex.org/I2800934870"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jordan Melzer","raw_affiliation_strings":["TELUS Communications, Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"TELUS Communications, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I2800934870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100697170"],"corresponding_institution_ids":["https://openalex.org/I154425047"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.0879,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.91855053,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"6","issue":null,"first_page":"47144","last_page":"47162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11830","display_name":"Point processes and geometric inequalities","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11830","display_name":"Point processes and geometric inequalities","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":0.9718000292778015,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/akaike-information-criterion","display_name":"Akaike information criterion","score":0.8771548271179199},{"id":"https://openalex.org/keywords/goodness-of-fit","display_name":"Goodness of fit","score":0.6291889548301697},{"id":"https://openalex.org/keywords/point-process","display_name":"Point process","score":0.597688615322113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.569491446018219},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.5157402157783508},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.47287553548812866},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.4642072319984436},{"id":"https://openalex.org/keywords/stochastic-geometry","display_name":"Stochastic geometry","score":0.4444376230239868},{"id":"https://openalex.org/keywords/covariate","display_name":"Covariate","score":0.44307368993759155},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.42907774448394775},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37274134159088135},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3435520529747009},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34142595529556274},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3390631675720215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1769532561302185},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17603081464767456}],"concepts":[{"id":"https://openalex.org/C126674687","wikidata":"https://www.wikidata.org/wiki/Q1662573","display_name":"Akaike information criterion","level":2,"score":0.8771548271179199},{"id":"https://openalex.org/C132480984","wikidata":"https://www.wikidata.org/wiki/Q2034239","display_name":"Goodness of fit","level":2,"score":0.6291889548301697},{"id":"https://openalex.org/C88871306","wikidata":"https://www.wikidata.org/wiki/Q7208287","display_name":"Point process","level":2,"score":0.597688615322113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.569491446018219},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.5157402157783508},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.47287553548812866},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.4642072319984436},{"id":"https://openalex.org/C31243852","wikidata":"https://www.wikidata.org/wiki/Q1666739","display_name":"Stochastic geometry","level":2,"score":0.4444376230239868},{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.44307368993759155},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.42907774448394775},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37274134159088135},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3435520529747009},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34142595529556274},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3390631675720215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1769532561302185},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17603081464767456},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2865182","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2865182","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:13635c11663548c08cc6a5fe3ee584d1","is_oa":true,"landing_page_url":"https://doaj.org/article/13635c11663548c08cc6a5fe3ee584d1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 47144-47162 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2865182","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2865182","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7900000214576721}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321966","display_name":"Universit\u00e0 degli Studi di Padova","ror":"https://ror.org/00240q980"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W3591728","https://openalex.org/W1535106372","https://openalex.org/W1657705823","https://openalex.org/W1659111644","https://openalex.org/W1818937361","https://openalex.org/W1969492090","https://openalex.org/W1995945562","https://openalex.org/W2006166592","https://openalex.org/W2009435671","https://openalex.org/W2028070124","https://openalex.org/W2032101051","https://openalex.org/W2039688938","https://openalex.org/W2049258814","https://openalex.org/W2052197092","https://openalex.org/W2053087206","https://openalex.org/W2103263899","https://openalex.org/W2104557602","https://openalex.org/W2118166339","https://openalex.org/W2121572876","https://openalex.org/W2126305855","https://openalex.org/W2142635246","https://openalex.org/W2143252188","https://openalex.org/W2146711715","https://openalex.org/W2149170915","https://openalex.org/W2150166076","https://openalex.org/W2156356530","https://openalex.org/W2167353407","https://openalex.org/W2344331079","https://openalex.org/W2963121780","https://openalex.org/W3105072513","https://openalex.org/W4206545993","https://openalex.org/W4254115559","https://openalex.org/W4285719527","https://openalex.org/W6663121655"],"related_works":["https://openalex.org/W1989776127","https://openalex.org/W2591746957","https://openalex.org/W4283580396","https://openalex.org/W2166954039","https://openalex.org/W1982789243","https://openalex.org/W2056833274","https://openalex.org/W2006209093","https://openalex.org/W2964313726","https://openalex.org/W2114625140","https://openalex.org/W2783425804"],"abstract_inverted_index":{"The":[0,142],"spatial":[1,85,93],"topology":[2],"of":[3,71,119,133,138,174,214],"the":[4,104,117,126,129,155,172,186,196,212,220,224],"base":[5,156],"stations":[6,157],"in":[7,122,149,163],"wireless":[8,76,120],"networks":[9,60,77],"has":[10],"a":[11,25,46,83,109],"profound":[12],"impact":[13],"on":[14],"their":[15,159],"performance":[16],"evaluation":[17,173],"and":[18,27,44,52,64,95,131,136,152,200,226],"analysis.":[19,38],"It":[20],"is":[21,216],"important":[22],"to":[23,57,124,158,182,205],"identify":[24],"proper":[26],"accurate":[28],"point":[29,54,105],"process":[30,55,106],"model":[31,227],"before":[32],"applying":[33],"any":[34],"theoretical":[35],"stochastic":[36],"geometry":[37],"In":[39],"this":[40],"paper,":[41],"we":[42,190],"present":[43],"describe":[45],"network-data-supported":[47],"technique":[48],"for":[49,146,171,223],"fitting":[50,88],"stationary":[51,134],"nonstationary":[53,90],"models":[56,107,135],"real-life":[58,75,139],"cellular":[59,140],"using":[61],"maximum":[62],"likelihood/pseudolikelihood":[63],"minimum":[65],"contrast":[66],"methods.":[67],"Nonstationary":[68],"processes":[69],"are":[70,98,169,180],"particular":[72],"interest,":[73],"since":[74],"most":[78],"often":[79],"do":[80],"not":[81],"have":[82],"homogeneous":[84],"distribution.":[86],"When":[87],"with":[89],"models,":[91],"both":[92],"inhomogeneity":[94],"covariate":[96],"effects":[97],"considered.":[99],"We":[100],"introduce":[101],"covariates":[102,143],"into":[103],"as":[108,195,219],"potential":[110],"(or":[111],"secondary)":[112],"effect":[113],"that":[114],"further":[115],"influences":[116],"distribution":[118],"nodes,":[121],"order":[123],"bridge":[125],"gaps":[127],"between":[128,185],"results":[130],"measures":[132],"simulations":[137],"networks.":[141],"considered":[144,218],"account":[145],"population":[147],"densities":[148],"urban":[150],"areas":[151],"distance":[153],"from":[154],"closest":[160],"main":[161],"roads":[162],"rural":[164],"areas.":[165],"Simulated":[166],"envelope":[167,178],"tests":[168,179],"used":[170],"goodness-of-fit.":[175],"However,":[176],"such":[177,194],"insufficient":[181],"conclusively":[183],"distinguish":[184],"fitted":[187,209],"models.":[188,210],"Thus,":[189],"apply":[191],"other":[192],"metrics":[193],"Akaike":[197],"information":[198],"criterion":[199,222],"root":[201],"mean":[202],"square":[203],"deviation":[204],"differentiate":[206],"among":[207],"different":[208],"Additionally,":[211],"probability":[213],"coverage":[215],"also":[217],"supplementary":[221],"goodness-of-fit":[225],"selection.":[228]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
