{"id":"https://openalex.org/W3000833661","doi":"https://doi.org/10.1109/robio49542.2019.8961476","title":"Efficient Optimal Backhaul-aware Placement of Multiple Drone-Cells Based on Genetic Algorithm","display_name":"Efficient Optimal Backhaul-aware Placement of Multiple Drone-Cells Based on Genetic Algorithm","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3000833661","doi":"https://doi.org/10.1109/robio49542.2019.8961476","mag":"3000833661"},"language":"en","primary_location":{"id":"doi:10.1109/robio49542.2019.8961476","is_oa":false,"landing_page_url":"https://doi.org/10.1109/robio49542.2019.8961476","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Robotics and Biomimetics (ROBIO)","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/A5036923912","display_name":"Xiaohui Li","orcid":"https://orcid.org/0000-0001-7147-2409"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Xiaohui Li","raw_affiliation_strings":["School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101407653","display_name":"Xing Li","orcid":"https://orcid.org/0000-0002-4977-7203"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Li Xing","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, University of Melbourne, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5036923912"],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":0.3967,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76263674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"332","last_page":"339"},"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9901999831199646,"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/T12042","display_name":"Satellite Communication Systems","score":0.9901000261306763,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/backhaul","display_name":"Backhaul (telecommunications)","score":0.9657766819000244},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.8964515328407288},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7209674119949341},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6574757099151611},{"id":"https://openalex.org/keywords/gsm","display_name":"GSM","score":0.47156164050102234},{"id":"https://openalex.org/keywords/algorithm-design","display_name":"Algorithm design","score":0.44447600841522217},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36818382143974304},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3202403783798218},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.31211400032043457},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.30710935592651367},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.177440345287323},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1083429753780365},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10342451930046082}],"concepts":[{"id":"https://openalex.org/C103760667","wikidata":"https://www.wikidata.org/wiki/Q798444","display_name":"Backhaul (telecommunications)","level":3,"score":0.9657766819000244},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.8964515328407288},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7209674119949341},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6574757099151611},{"id":"https://openalex.org/C59201141","wikidata":"https://www.wikidata.org/wiki/Q46904","display_name":"GSM","level":2,"score":0.47156164050102234},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.44447600841522217},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36818382143974304},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3202403783798218},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.31211400032043457},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30710935592651367},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.177440345287323},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1083429753780365},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10342451930046082},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/robio49542.2019.8961476","is_oa":false,"landing_page_url":"https://doi.org/10.1109/robio49542.2019.8961476","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Robotics and Biomimetics (ROBIO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W77353308","https://openalex.org/W1497256448","https://openalex.org/W1990771923","https://openalex.org/W2001683717","https://openalex.org/W2064902266","https://openalex.org/W2095145682","https://openalex.org/W2112015490","https://openalex.org/W2143252188","https://openalex.org/W2167229292","https://openalex.org/W2169920722","https://openalex.org/W2289204537","https://openalex.org/W2594059527","https://openalex.org/W2807954746","https://openalex.org/W2892448312","https://openalex.org/W2895855868","https://openalex.org/W2901061351","https://openalex.org/W2925093776","https://openalex.org/W2943528219","https://openalex.org/W2953946307","https://openalex.org/W2962870415","https://openalex.org/W2963533607","https://openalex.org/W2964140813","https://openalex.org/W2979915142"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W4247925126","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W2799429316","https://openalex.org/W2161836120","https://openalex.org/W4385353603","https://openalex.org/W2946917459"],"abstract_inverted_index":{"Drone-cell":[0],"is":[1,26],"a":[2,43,49,71,95],"promising":[3],"solution":[4],"for":[5,89,105],"providing":[6],"GSM/3G/LTE/5G":[7],"mobile":[8],"networks":[9],"to":[10,58,97,123,150],"victims":[11],"and":[12,70,78,101,131],"rescue":[13],"teams":[14],"in":[15,48],"disaster-affected":[16],"areas.":[17],"One":[18],"of":[19,29,42,45,62,84,137],"the":[20,27,38,60,79,106,113,119,127,132,135,139,143],"challenges":[21],"that":[22,112],"drone-cells":[23,46,86],"are":[24,76,87],"facing":[25],"limitation":[28],"reliable":[30],"backhaul":[31,54],"links.":[32],"In":[33],"this":[34],"paper,":[35],"we":[36],"study":[37],"optimal":[39,80],"placement":[40],"problem":[41],"group":[44],"deployed":[47],"disaster":[50],"area":[51],"with":[52,126],"limited":[53],"communication":[55],"ranges,":[56],"aims":[57],"maximize":[59],"number":[61],"served":[63],"users.":[64],"Two":[65],"approaches,":[66],"exhaustive":[67,128],"search":[68,129],"algorithm":[69,75,116,146],"computationally":[72],"efficient":[73],"genetic":[74,108,115,145],"proposed,":[77],"2D":[81],"backhaul-aware":[82],"placements":[83],"multiple":[85],"found":[88],"each":[90],"approach.":[91],"We":[92],"also":[93],"introduce":[94],"restart-strategy":[96,133],"enhance":[98],"searching":[99],"efficiency":[100],"avoid":[102],"local":[103],"optimums":[104],"proposed":[107,114,144],"algorithm.":[109],"Simulations":[110],"show":[111],"can":[117],"save":[118],"computing":[120],"time":[121],"up":[122],"99.927%":[124],"compared":[125],"algorithm,":[130],"helps":[134],"probability":[136],"finding":[138],"global":[140],"optimum":[141],"by":[142],"increased":[147],"from":[148],"12%":[149],"92%.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
