{"id":"https://openalex.org/W2793450344","doi":"https://doi.org/10.1109/tcomm.2018.2809737","title":"A Source Coding Perspective on Node Deployment in Two-Tier Networks","display_name":"A Source Coding Perspective on Node Deployment in Two-Tier Networks","publication_year":2018,"publication_date":"2018-02-26","ids":{"openalex":"https://openalex.org/W2793450344","doi":"https://doi.org/10.1109/tcomm.2018.2809737","mag":"2793450344"},"language":"en","primary_location":{"id":"doi:10.1109/tcomm.2018.2809737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2018.2809737","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Transactions on Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://escholarship.org/content/qt8wg4p20b/qt8wg4p20b.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100681090","display_name":"Jun Guo","orcid":"https://orcid.org/0000-0003-2025-3024"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jun Guo","raw_affiliation_strings":["Center for Pervasive Communications and Computing, University of California at Irvine, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"Center for Pervasive Communications and Computing, University of California at Irvine, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046275838","display_name":"Erdem Koyuncu","orcid":"https://orcid.org/0000-0002-6238-0470"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erdem Koyuncu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089039918","display_name":"Hamid Jafarkhani","orcid":"https://orcid.org/0000-0001-6838-8038"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamid Jafarkhani","raw_affiliation_strings":["Center for Pervasive Communications and Computing, University of California at Irvine, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"Center for Pervasive Communications and Computing, University of California at Irvine, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100681090"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":3.7128,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.9361443,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"66","issue":"7","first_page":"3035","last_page":"3049"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.998199999332428,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9980999827384949,"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/software-deployment","display_name":"Software deployment","score":0.710305392742157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6391652822494507},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.520924985408783},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.5017130374908447},{"id":"https://openalex.org/keywords/fusion-center","display_name":"Fusion center","score":0.4970755875110626},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.441273957490921},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43359941244125366},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.311659038066864},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2952309250831604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2093711793422699},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14591148495674133},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09561139345169067}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.710305392742157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6391652822494507},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.520924985408783},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.5017130374908447},{"id":"https://openalex.org/C2781234732","wikidata":"https://www.wikidata.org/wiki/Q943505","display_name":"Fusion center","level":4,"score":0.4970755875110626},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.441273957490921},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43359941244125366},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.311659038066864},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2952309250831604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2093711793422699},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14591148495674133},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09561139345169067},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tcomm.2018.2809737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2018.2809737","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Transactions on Communications","raw_type":"journal-article"},{"id":"pmh:qt8wg4p20b","is_oa":true,"landing_page_url":"http://www.escholarship.org/uc/item/8wg4p20b","pdf_url":"https://escholarship.org/content/qt8wg4p20b/qt8wg4p20b.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Guo, J; Koyuncu, E; &amp; Jafarkhani, H. (2018). A Source Coding Perspective on Node Deployment in Two-Tier Networks. IEEE TRANSACTIONS ON COMMUNICATIONS, 66(7), 3035 - 3049. doi: 10.1109/TCOMM.2018.2809737. UC Irvine: Retrieved from: http://www.escholarship.org/uc/item/8wg4p20b","raw_type":"article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt8wg4p20b","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/8wg4p20b","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Communications, vol 66, iss 7","raw_type":"article"}],"best_oa_location":{"id":"pmh:qt8wg4p20b","is_oa":true,"landing_page_url":"http://www.escholarship.org/uc/item/8wg4p20b","pdf_url":"https://escholarship.org/content/qt8wg4p20b/qt8wg4p20b.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Guo, J; Koyuncu, E; &amp; Jafarkhani, H. (2018). A Source Coding Perspective on Node Deployment in Two-Tier Networks. IEEE TRANSACTIONS ON COMMUNICATIONS, 66(7), 3035 - 3049. doi: 10.1109/TCOMM.2018.2809737. UC Irvine: Retrieved from: http://www.escholarship.org/uc/item/8wg4p20b","raw_type":"article"},"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2793450344.pdf"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1482186473","https://openalex.org/W1485881041","https://openalex.org/W1509724310","https://openalex.org/W1787995280","https://openalex.org/W1866877808","https://openalex.org/W1891203375","https://openalex.org/W1929054715","https://openalex.org/W1976684446","https://openalex.org/W2001968606","https://openalex.org/W2032294274","https://openalex.org/W2039688938","https://openalex.org/W2041547034","https://openalex.org/W2070564250","https://openalex.org/W2072059421","https://openalex.org/W2078927150","https://openalex.org/W2082566976","https://openalex.org/W2089419199","https://openalex.org/W2091058330","https://openalex.org/W2091637666","https://openalex.org/W2092924973","https://openalex.org/W2103981365","https://openalex.org/W2105458152","https://openalex.org/W2108777122","https://openalex.org/W2110356068","https://openalex.org/W2113885918","https://openalex.org/W2124435169","https://openalex.org/W2131660692","https://openalex.org/W2139320966","https://openalex.org/W2140190241","https://openalex.org/W2142129619","https://openalex.org/W2142228262","https://openalex.org/W2148134592","https://openalex.org/W2148883962","https://openalex.org/W2152150836","https://openalex.org/W2159683827","https://openalex.org/W2160411907","https://openalex.org/W2168815505","https://openalex.org/W2266809378","https://openalex.org/W2311501876","https://openalex.org/W2336972884","https://openalex.org/W2530318749","https://openalex.org/W2626048667","https://openalex.org/W2899664594","https://openalex.org/W2963818917","https://openalex.org/W2964220735","https://openalex.org/W4239339957","https://openalex.org/W4246372467","https://openalex.org/W4254197176","https://openalex.org/W4292414116","https://openalex.org/W6628849155","https://openalex.org/W6629114846","https://openalex.org/W6638183917","https://openalex.org/W6744034742"],"related_works":["https://openalex.org/W2381926679","https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2987774938","https://openalex.org/W3082507779","https://openalex.org/W1847984398","https://openalex.org/W2788346824","https://openalex.org/W4300269717","https://openalex.org/W2366652674","https://openalex.org/W4387769114"],"abstract_inverted_index":{"Multi-tier":[0],"networks":[1,31],"have":[2],"many":[3],"applications":[4],"in":[5,27],"different":[6,19],"fields.":[7],"We":[8,43,109],"define":[9],"a":[10,83,134],"novel":[11],"two-tier":[12,28],"quantizer":[13,90],"that":[14,75,162],"can":[15],"be":[16,99],"applied":[17],"to":[18,54,142],"node":[20],"deployment":[21,49,78],"problems":[22],"including":[23],"the":[24,56,76,87,95,102,106,112,116,138,145,166],"energy":[25],"conservation":[26],"wireless":[29],"sensor":[30,63],"consisting":[32],"of":[33,50,62,79,86,105,115],"N":[34],"access":[35],"points":[36],"(APs)":[37],"and":[38,52,64,94,120,147,155],"M":[39,70,129],"fusion":[40],"centers":[41],"(FCs).":[42],"aim":[44],"at":[45,101],"finding":[46],"an":[47],"optimal":[48,77,88,139],"APs":[51,80],"FCs":[53],"minimize":[55],"average":[57],"weighted":[58],"total,":[59],"or":[60],"Lagrangian,":[61],"AP":[65,146],"powers.":[66],"For":[67,124],"one":[68,127],"FC,":[69,128],"=":[71],"1,":[72,131],"we":[73,132,150],"show":[74,161],"is":[81],"simply":[82],"linear":[84],"transformation":[85],"N-level":[89],"for":[91,137],"density":[92],"f,":[93],"sole":[96],"FC":[97,148],"should":[98],"located":[100],"geometric":[103],"centroid":[104],"sensing":[107],"field.":[108],"also":[110],"provide":[111,133],"exact":[113],"expression":[114],"AP-Sensor":[117],"power":[118],"function":[119],"prove":[121],"its":[122],"convexity.":[123],"more":[125],"than":[126],">":[130],"necessary":[135],"condition":[136],"deployment.":[140],"Furthermore,":[141],"numerically":[143],"optimize":[144],"deployment,":[149],"propose":[151],"three":[152],"Lloyd-like":[153],"algorithms":[154,164],"analyze":[156],"their":[157],"convergence.":[158],"Simulation":[159],"results":[160],"our":[163],"outperform":[165],"existing":[167],"algorithms.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
