{"id":"https://openalex.org/W3045994129","doi":"https://doi.org/10.1109/icc40277.2020.9149254","title":"Data-Driven Small Cell Planning for Traffic Offloading with Users\u2019 Differential Privacy","display_name":"Data-Driven Small Cell Planning for Traffic Offloading with Users\u2019 Differential Privacy","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3045994129","doi":"https://doi.org/10.1109/icc40277.2020.9149254","mag":"3045994129"},"language":"en","primary_location":{"id":"doi:10.1109/icc40277.2020.9149254","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9149254","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2020 - 2020 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5042775965","display_name":"Rui Chen","orcid":"https://orcid.org/0000-0001-6275-1801"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rui Chen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Houston, Houston, TX"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Houston, Houston, TX","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319962","display_name":"Xinyue Zhang","orcid":"https://orcid.org/0000-0002-4243-083X"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinyue Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Houston, Houston, TX"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Houston, Houston, TX","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319501","display_name":"Jingyi Wang","orcid":"https://orcid.org/0000-0002-4988-5626"},"institutions":[{"id":"https://openalex.org/I71838634","display_name":"San Francisco State University","ror":"https://ror.org/05ykr0121","country_code":"US","type":"education","lineage":["https://openalex.org/I71838634"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jingyi Wang","raw_affiliation_strings":["Department of Computer Science, San Francisco State University, San Francisco, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, San Francisco State University, San Francisco, CA","institution_ids":["https://openalex.org/I71838634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018587643","display_name":"Qimei Cui","orcid":"https://orcid.org/0000-0003-1720-220X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qimei Cui","raw_affiliation_strings":["Key Lab of Universal Wireless Communications, MoE, Beijing University of Posts and Tele, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Universal Wireless Communications, MoE, Beijing University of Posts and Tele, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059494893","display_name":"Wenjun Xu","orcid":"https://orcid.org/0000-0001-8767-4742"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjun Xu","raw_affiliation_strings":["Key Lab of Universal Wireless Communications, MoE, Beijing University of Posts and Tele, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Universal Wireless Communications, MoE, Beijing University of Posts and Tele, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047722991","display_name":"Miao Pan","orcid":"https://orcid.org/0000-0003-2138-4413"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miao Pan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Houston, Houston, TX"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Houston, Houston, TX","institution_ids":["https://openalex.org/I44461941"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994999766349792,"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/T13553","display_name":"Age of Information Optimization","score":0.9937000274658203,"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/computer-science","display_name":"Computer science","score":0.762620747089386},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.6198371648788452},{"id":"https://openalex.org/keywords/femtocell","display_name":"Femtocell","score":0.5765675902366638},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5540388226509094},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5341737866401672},{"id":"https://openalex.org/keywords/small-cell","display_name":"Small cell","score":0.5327845811843872},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5261454582214355},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.5227987170219421},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.22157087922096252}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.762620747089386},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.6198371648788452},{"id":"https://openalex.org/C152504517","wikidata":"https://www.wikidata.org/wiki/Q572455","display_name":"Femtocell","level":3,"score":0.5765675902366638},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5540388226509094},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5341737866401672},{"id":"https://openalex.org/C179655311","wikidata":"https://www.wikidata.org/wiki/Q7543020","display_name":"Small cell","level":3,"score":0.5327845811843872},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5261454582214355},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.5227987170219421},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.22157087922096252},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc40277.2020.9149254","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9149254","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2020 - 2020 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1581270336","https://openalex.org/W1992240028","https://openalex.org/W2061962896","https://openalex.org/W2109426455","https://openalex.org/W2144239375","https://openalex.org/W2159024459","https://openalex.org/W2161229593","https://openalex.org/W2175373940","https://openalex.org/W2226672079","https://openalex.org/W2501886569","https://openalex.org/W2560610000","https://openalex.org/W2621075233","https://openalex.org/W2783988488","https://openalex.org/W2804501159","https://openalex.org/W2809671089","https://openalex.org/W3104869988","https://openalex.org/W3105528887","https://openalex.org/W4205228770","https://openalex.org/W4299734264","https://openalex.org/W6683737394","https://openalex.org/W6922509993"],"related_works":["https://openalex.org/W2052892589","https://openalex.org/W2153023023","https://openalex.org/W2137662009","https://openalex.org/W2303288554","https://openalex.org/W3033750547","https://openalex.org/W2029216794","https://openalex.org/W2047225036","https://openalex.org/W4386698331","https://openalex.org/W2138314731","https://openalex.org/W2093207996"],"abstract_inverted_index":{"The":[0],"development":[1],"of":[2,8,75,138,145,170,182],"5G":[3],"network":[4,41,173],"and":[5,27,58,72,123,142,156],"rapid":[6],"growth":[7],"mobile":[9,40],"traffic":[10,52],"bring":[11],"lucrative":[12],"opportunities":[13],"for":[14,83],"Micro":[15],"Operators":[16],"(\u03bcOs),":[17],"the":[18,51,60,69,73,87,92,111,125,136,140,149,180,183],"novel":[19],"local":[20,24],"operators":[21,42],"who":[22],"own":[23],"spectrum,":[25],"deploy":[26],"manage":[28],"small":[29,126],"cells":[30],"(e.g.,":[31],"femtocells)":[32],"in":[33,100,174],"a":[34],"specific":[35],"area.":[36],"Collaborating":[37],"with":[38,63,135],"traditional":[39],"(MNOs),":[43],"\u03bcOs":[44,84],"gain":[45],"profits":[46],"from":[47],"helping":[48],"to":[49,68,85,90,105,109,118,178],"offload":[50],"carried":[53],"by":[54],"macro":[55],"base":[56,162],"stations":[57],"providing":[59],"MNOs":[61],"customers":[62],"seamless":[64],"service.":[65],"However,":[66],"due":[67],"demand":[70,78,112,121],"uncertainty":[71],"sensitivity":[74],"individual":[76],"user's":[77,120],"profile,":[79,122],"it":[80],"is":[81],"challenging":[82],"allocate":[86],"resource":[88],"properly":[89],"avoid":[91],"under-and":[93],"over-utilized":[94],"situations.":[95],"To":[96],"address":[97],"this":[98,101],"issue,":[99],"paper,":[102],"we":[103,152],"propose":[104],"employ":[106],"data-driven":[107],"approach":[108],"characterize":[110],"uncertainty,":[113],"exploit":[114],"differential":[115],"privacy":[116],"protocols":[117],"protect":[119],"formulate":[124],"cell":[127],"planning":[128],"problem":[129],"into":[130],"two-stage":[131],"stochastic":[132],"programming":[133],"optimization":[134],"objective":[137],"minimizing":[139],"capital":[141],"operational":[143],"costs":[144],"\u03bcOs.":[146],"Based":[147],"on":[148],"formulated":[150],"problem,":[151],"develop":[153],"feasible":[154],"solutions":[155],"conduct":[157],"extensive":[158],"simulations":[159],"using":[160],"real-world":[161],"station":[163],"accessing":[164],"real":[165],"cellular":[166],"data":[167,169],"(i.e.,":[168],"4G":[171],"LTE":[172],"Zhengzhou":[175],"city,":[176],"China)":[177],"verify":[179],"effectiveness":[181],"proposed":[184],"model.":[185]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
