{"id":"https://openalex.org/W4387475735","doi":"https://doi.org/10.1109/jiot.2023.3323321","title":"Balancing Time and Energy Efficiency by Sizing Clusters: A New Data Collection Scheme in UAV-Aided Large-Scale Internet of Things","display_name":"Balancing Time and Energy Efficiency by Sizing Clusters: A New Data Collection Scheme in UAV-Aided Large-Scale Internet of Things","publication_year":2023,"publication_date":"2023-10-10","ids":{"openalex":"https://openalex.org/W4387475735","doi":"https://doi.org/10.1109/jiot.2023.3323321"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3323321","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3323321","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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 Internet of Things Journal","raw_type":"journal-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/A5020125530","display_name":"Xingpo Ma","orcid":"https://orcid.org/0000-0001-5608-3640"},"institutions":[{"id":"https://openalex.org/I130750295","display_name":"Xinyang Normal University","ror":"https://ror.org/0190x2a66","country_code":"CN","type":"education","lineage":["https://openalex.org/I130750295"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xingpo Ma","raw_affiliation_strings":["School of Computer and Information Technology, Xinyang Normal University, Xinyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Xinyang Normal University, Xinyang, China","institution_ids":["https://openalex.org/I130750295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016658303","display_name":"Miaomiao Huang","orcid":"https://orcid.org/0009-0007-5020-2400"},"institutions":[{"id":"https://openalex.org/I4210097173","display_name":"Shandong Yingcai University","ror":"https://ror.org/00qhrkk71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210097173"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miaomiao Huang","raw_affiliation_strings":["School of Engineering, Shandong Yingcai University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Shandong Yingcai University, Jinan, China","institution_ids":["https://openalex.org/I4210097173"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101544825","display_name":"Wei Ni","orcid":null},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wei Ni","raw_affiliation_strings":["Data61, CSIRO, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Data61, CSIRO, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029762084","display_name":"Ming Yin","orcid":"https://orcid.org/0000-0003-4585-8732"},"institutions":[{"id":"https://openalex.org/I38756568","display_name":"Xinyang College of Agriculture and Forestry","ror":"https://ror.org/017t6fa07","country_code":"CN","type":"education","lineage":["https://openalex.org/I38756568"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Yin","raw_affiliation_strings":["School of Information Engineering, Xinyang Agriculture and Forestry University, Xinyang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Xinyang Agriculture and Forestry University, Xinyang, China","institution_ids":["https://openalex.org/I38756568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784072","display_name":"Jie Min","orcid":"https://orcid.org/0000-0003-0784-468X"},"institutions":[{"id":"https://openalex.org/I38756568","display_name":"Xinyang College of Agriculture and Forestry","ror":"https://ror.org/017t6fa07","country_code":"CN","type":"education","lineage":["https://openalex.org/I38756568"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Min","raw_affiliation_strings":["School of Information Engineering, Xinyang Agriculture and Forestry University, Xinyang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Xinyang Agriculture and Forestry University, Xinyang, China","institution_ids":["https://openalex.org/I38756568"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086268677","display_name":"Abbas Jamalipour","orcid":"https://orcid.org/0000-0002-1807-7220"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abbas Jamalipour","raw_affiliation_strings":["School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5020125530"],"corresponding_institution_ids":["https://openalex.org/I130750295"],"apc_list":null,"apc_paid":null,"fwci":7.5393,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.9656576,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":"6","first_page":"9355","last_page":"9367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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/T10273","display_name":"IoT and Edge/Fog Computing","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"}},{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9977999925613403,"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":0.7625076770782471},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7389195561408997},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.6271525621414185},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5811222791671753},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.47062447667121887},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.42725086212158203},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.42625537514686584},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.41860151290893555},{"id":"https://openalex.org/keywords/sizing","display_name":"Sizing","score":0.4109850525856018},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.23728981614112854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1818135380744934},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11792954802513123},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08521628379821777}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7625076770782471},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7389195561408997},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.6271525621414185},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5811222791671753},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.47062447667121887},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.42725086212158203},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.42625537514686584},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.41860151290893555},{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.4109850525856018},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.23728981614112854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1818135380744934},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11792954802513123},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08521628379821777},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3323321","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3323321","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2098539196","https://openalex.org/W2163548591","https://openalex.org/W2165835468","https://openalex.org/W2486377787","https://openalex.org/W2796882881","https://openalex.org/W2910278564","https://openalex.org/W2945628562","https://openalex.org/W2961899294","https://openalex.org/W2962141687","https://openalex.org/W2962262066","https://openalex.org/W2963085502","https://openalex.org/W2963177943","https://openalex.org/W2964018918","https://openalex.org/W2964023906","https://openalex.org/W2973697444","https://openalex.org/W2995497578","https://openalex.org/W3004677953","https://openalex.org/W3030248112","https://openalex.org/W3034825911","https://openalex.org/W3037757350","https://openalex.org/W3046016465","https://openalex.org/W3101996971","https://openalex.org/W3111412729","https://openalex.org/W3123188912","https://openalex.org/W3166018589","https://openalex.org/W3193611316","https://openalex.org/W3198132193","https://openalex.org/W3209468212","https://openalex.org/W4206460612","https://openalex.org/W4296872784","https://openalex.org/W4313535466","https://openalex.org/W4317038430","https://openalex.org/W6848979413"],"related_works":["https://openalex.org/W2375311683","https://openalex.org/W2366062860","https://openalex.org/W2373777250","https://openalex.org/W2353956655","https://openalex.org/W2020653254","https://openalex.org/W2010454064","https://openalex.org/W2352072014","https://openalex.org/W217279133","https://openalex.org/W2393487946","https://openalex.org/W2373310108"],"abstract_inverted_index":{"Unmanned":[0],"aerial":[1],"vehicle":[2],"(UAV)-aided":[3],"large-scale":[4],"Internet":[5],"of":[6],"Things":[7],"(UAV-LIoT)":[8],"are":[9],"widely":[10],"used":[11],"but":[12],"lack":[13],"a":[14,30,51,69,80],"balanced":[15,98],"data":[16,75],"collection":[17],"(DC)":[18],"scheme.":[19],"To":[20],"address":[21],"this,":[22],"we":[23],"propose":[24,79],"DC-":[25,95],"nonorthogonal":[26],"multiple":[27],"access":[28],"(NOMA),":[29],"new":[31,52],"DC":[32,89,99],"scheme":[33],"that":[34,94],"combines":[35],"machine":[36],"learning":[37],"clustering":[38,49,54],"with":[39],"NOMA.":[40],"We":[41,78],"introduce":[42],"an":[43,87],"optimization":[44],"algorithm":[45,82],"for":[46],"peak":[47],"density":[48],"and":[50,62,74,86,105],"LIoT":[53],"method.":[55],"Our":[56],"approach":[57],"dynamically":[58],"adjusts":[59],"cluster":[60],"size":[61],"formulates":[63],"the":[64],"energy-time":[65],"efficiency":[66],"problem":[67],"as":[68],"tradeoff":[70],"between":[71],"energy":[72,101],"minimization":[73],"rate":[76],"maximization.":[77],"heuristic":[81],"based":[83],"on":[84],"NOMA":[85,96],"intracluster":[88],"protocol.":[90],"Experimental":[91],"results":[92],"show":[93],"achieves":[97],"time,":[100],"efficiency,":[102],"load":[103],"balance,":[104],"network":[106],"lifespan":[107],"extension,":[108],"outperforming":[109],"its":[110],"benchmarks.":[111]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
