{"id":"https://openalex.org/W3092623645","doi":"https://doi.org/10.1145/3414045.3415936","title":"Energy efficient placement of UAVs in wireless backhaul networks","display_name":"Energy efficient placement of UAVs in wireless backhaul networks","publication_year":2020,"publication_date":"2020-09-25","ids":{"openalex":"https://openalex.org/W3092623645","doi":"https://doi.org/10.1145/3414045.3415936","mag":"3092623645"},"language":"en","primary_location":{"id":"doi:10.1145/3414045.3415936","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3414045.3415936","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd ACM MobiCom Workshop on Drone Assisted Wireless Communications for 5G and Beyond","raw_type":"proceedings-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/A5031641189","display_name":"Muhammad Karam Shehzad","orcid":"https://orcid.org/0000-0001-5830-1453"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Muhammad Karam Shehzad","raw_affiliation_strings":["National University of Sciences &amp; Technology, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"National University of Sciences &amp; Technology, Islamabad, Pakistan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078865165","display_name":"Syed Ali Hassan","orcid":"https://orcid.org/0000-0002-8572-7377"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Syed Ali Hassan","raw_affiliation_strings":["National University of Sciences &amp; Technology, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"National University of Sciences &amp; Technology, Islamabad, Pakistan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033808524","display_name":"Miguel-\u00c1ngel Luque-Nieto","orcid":"https://orcid.org/0000-0002-9287-2329"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. A. Luque-Nieto","raw_affiliation_strings":["University of Malaga, Malaga, Spain"],"affiliations":[{"raw_affiliation_string":"University of Malaga, Malaga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023008510","display_name":"Javier Poncela","orcid":"https://orcid.org/0000-0002-5024-8843"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Poncela","raw_affiliation_strings":["University of Malaga, Malaga, Spain"],"affiliations":[{"raw_affiliation_string":"University of Malaga, Malaga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002135635","display_name":"Haejoon Jung","orcid":"https://orcid.org/0000-0003-1901-2784"},"institutions":[{"id":"https://openalex.org/I146429904","display_name":"Incheon National University","ror":"https://ror.org/02xf7p935","country_code":"KR","type":"education","lineage":["https://openalex.org/I146429904"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Haejoon Jung","raw_affiliation_strings":["Incheon National University, Incheon, South Korea"],"affiliations":[{"raw_affiliation_string":"Incheon National University, Incheon, South Korea","institution_ids":["https://openalex.org/I146429904"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5031641189"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4516,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.91988801,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"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/T11133","display_name":"UAV Applications and Optimization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11133","display_name":"UAV Applications and Optimization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.995199978351593,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9900000095367432,"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":0.869226336479187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8212063312530518},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.6631691455841064},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.6546456813812256},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6441330909729004},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5840035676956177},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5757608413696289},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5660628080368042},{"id":"https://openalex.org/keywords/small-cell","display_name":"Small cell","score":0.5148460268974304},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.49967360496520996},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.48423171043395996},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4798707067966461},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4737998843193054},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4734315872192383},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15188145637512207},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10155636072158813}],"concepts":[{"id":"https://openalex.org/C103760667","wikidata":"https://www.wikidata.org/wiki/Q798444","display_name":"Backhaul (telecommunications)","level":3,"score":0.869226336479187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8212063312530518},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.6631691455841064},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.6546456813812256},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6441330909729004},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5840035676956177},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5757608413696289},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5660628080368042},{"id":"https://openalex.org/C179655311","wikidata":"https://www.wikidata.org/wiki/Q7543020","display_name":"Small cell","level":3,"score":0.5148460268974304},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.49967360496520996},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.48423171043395996},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4798707067966461},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4737998843193054},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4734315872192383},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15188145637512207},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10155636072158813},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3414045.3415936","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3414045.3415936","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd ACM MobiCom Workshop on Drone Assisted Wireless Communications for 5G and Beyond","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2031834036","https://openalex.org/W2042846010","https://openalex.org/W2140405352","https://openalex.org/W2289204537","https://openalex.org/W2412503523","https://openalex.org/W2560826220","https://openalex.org/W2576129979","https://openalex.org/W2594059527","https://openalex.org/W2613193211","https://openalex.org/W2783397710","https://openalex.org/W2784291237","https://openalex.org/W2789864387","https://openalex.org/W2953952030","https://openalex.org/W2962691117","https://openalex.org/W2963298723","https://openalex.org/W2963360098","https://openalex.org/W2963615009","https://openalex.org/W2964313027","https://openalex.org/W3044117093","https://openalex.org/W4254115559"],"related_works":["https://openalex.org/W2963149344","https://openalex.org/W4297310313","https://openalex.org/W2012551222","https://openalex.org/W4200445394","https://openalex.org/W4303414366","https://openalex.org/W1724300815","https://openalex.org/W1984184009","https://openalex.org/W2097644939","https://openalex.org/W2594059527","https://openalex.org/W1690954787"],"abstract_inverted_index":{"The":[0],"enormous":[1],"increase":[2],"in":[3,9,35,158],"cellular":[4,12,29],"users":[5,30],"requires":[6],"novel":[7],"advancements":[8],"the":[10,25,47,51,63,71,76,94,104,108,111,150,155,162],"existing":[11],"infrastructure.":[13],"Therefore,":[14],"small":[15,54],"cell":[16,55],"networks":[17],"(SCNs)":[18],"are":[19,33],"a":[20,123,143],"promising":[21],"solution":[22],"to":[23,84,88,102],"meet":[24],"ever-growing":[26],"demands":[27],"of":[28,37,46,53,74,97,110,160],"as":[31,133,142],"they":[32],"beneficial":[34],"terms":[36,159],"coverage":[38],"and":[39,59,129,136,171],"providing":[40],"higher":[41],"data":[42],"rates.":[43],"However,":[44],"one":[45],"challenging":[48],"parts":[49],"is":[50,114],"deployment":[52],"base":[56],"stations":[57],"(SBs)":[58],"their":[60],"connectivity":[61,87],"with":[62,80],"backhaul":[64,78],"network.":[65],"In":[66,90],"this":[67,139],"paper,":[68],"we":[69,92,137],"use":[70],"scalable":[72],"idea":[73],"replacing":[75],"terrestrial":[77],"network":[79,83,113],"an":[81,119],"aerial":[82,99],"provide":[85],"fronthaul":[86],"SBs.":[89],"particular,":[91],"address":[93],"optimum":[95],"placement":[96],"unmanned":[98],"vehicles":[100],"(UAVs)":[101],"associate":[103],"SBs":[105],"such":[106,118],"that":[107,149],"sum-rate":[109],"overall":[112],"maximized.":[115],"We":[116],"achieve":[117],"objective":[120],"by":[121],"proposing":[122],"two-layer":[124,140],"framework,":[125],"i.e.,":[126],"unsupervised":[127],"learning":[128],"iterative":[130],"algorithm":[131],"(defined":[132],"UAV":[134],"equalizer),":[135],"call":[138],"framework":[141],"hybrid":[144,152],"approach.":[145],"Simulation":[146],"results":[147],"show":[148],"proposed":[151],"approach":[153],"outperforms":[154],"traditional":[156],"approaches":[157],"maximizing":[161,168],"sum-rate,":[163],"minimum":[164],"bandwidth":[165],"consumption,":[166],"moreover,":[167],"link":[169],"utilization":[170],"energy":[172],"efficiency.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
