{"id":"https://openalex.org/W2898733141","doi":"https://doi.org/10.1109/jiot.2018.2878834","title":"UAV-Aided Projection-Based Compressive Data Gathering in Wireless Sensor Networks","display_name":"UAV-Aided Projection-Based Compressive Data Gathering in Wireless Sensor Networks","publication_year":2018,"publication_date":"2018-10-30","ids":{"openalex":"https://openalex.org/W2898733141","doi":"https://doi.org/10.1109/jiot.2018.2878834","mag":"2898733141"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2018.2878834","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2878834","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/A5022986816","display_name":"Dariush Ebrahimi","orcid":"https://orcid.org/0000-0003-2489-8858"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Dariush Ebrahimi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0003-2489-8858","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071725114","display_name":"Sanaa Sharafeddine","orcid":"https://orcid.org/0000-0001-6548-1624"},"institutions":[{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Sanaa Sharafeddine","raw_affiliation_strings":["Department of Computer Science and Mathematics, Lebanese American University, Beirut, Lebanon"],"raw_orcid":"https://orcid.org/0000-0001-6548-1624","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Mathematics, Lebanese American University, Beirut, Lebanon","institution_ids":["https://openalex.org/I56306041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089628133","display_name":"Pin\u2013Han Ho","orcid":"https://orcid.org/0000-0002-0717-1481"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Pin-Han Ho","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-0717-1481","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072393948","display_name":"Chadi Assi","orcid":"https://orcid.org/0000-0002-3161-1846"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Chadi Assi","raw_affiliation_strings":["Faculty of Engineering and Computer Science, Concordia University, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3161-1846","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Computer Science, Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022986816"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":200.0605,"has_fulltext":false,"cited_by_count":211,"citation_normalized_percentile":{"value":0.99975041,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"6","issue":"2","first_page":"1893","last_page":"1905"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9995999932289124,"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":0.9995999932289124,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9979000091552734,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/wireless-sensor-network","display_name":"Wireless sensor network","score":0.8259354829788208},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8221830129623413},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.6502655744552612},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6087855100631714},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.5560314059257507},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5363022089004517},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4868466258049011},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4844629764556885},{"id":"https://openalex.org/keywords/sensor-node","display_name":"Sensor node","score":0.43599650263786316},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4221119284629822},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.3710538446903229},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35383889079093933},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1530526578426361},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08756682276725769},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08564499020576477}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.8259354829788208},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8221830129623413},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.6502655744552612},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6087855100631714},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.5560314059257507},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5363022089004517},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4868466258049011},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4844629764556885},{"id":"https://openalex.org/C111185680","wikidata":"https://www.wikidata.org/wiki/Q3866206","display_name":"Sensor node","level":5,"score":0.43599650263786316},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4221119284629822},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.3710538446903229},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35383889079093933},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1530526578426361},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08756682276725769},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08564499020576477},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2018.2878834","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2878834","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":[{"id":"https://metadata.un.org/sdg/7","score":0.8899999856948853,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321588","display_name":"Concordia University","ror":"https://ror.org/0420zvk78"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1972863896","https://openalex.org/W1988569331","https://openalex.org/W1998739300","https://openalex.org/W2012777694","https://openalex.org/W2047064261","https://openalex.org/W2058483988","https://openalex.org/W2062002220","https://openalex.org/W2064416150","https://openalex.org/W2081065314","https://openalex.org/W2092534415","https://openalex.org/W2093701766","https://openalex.org/W2101499617","https://openalex.org/W2103718624","https://openalex.org/W2119667497","https://openalex.org/W2123241700","https://openalex.org/W2134238238","https://openalex.org/W2142355131","https://openalex.org/W2142907745","https://openalex.org/W2156306456","https://openalex.org/W2161160262","https://openalex.org/W2223601936","https://openalex.org/W2296616510","https://openalex.org/W2315395910","https://openalex.org/W2392398774","https://openalex.org/W2524034085","https://openalex.org/W2530112018","https://openalex.org/W2558832882","https://openalex.org/W2590025966","https://openalex.org/W2604830243","https://openalex.org/W2679375846","https://openalex.org/W2740005962","https://openalex.org/W2746816686","https://openalex.org/W2783189583","https://openalex.org/W2808024203","https://openalex.org/W2963061782","https://openalex.org/W2963542767","https://openalex.org/W2964018918","https://openalex.org/W3145128584","https://openalex.org/W4246219036","https://openalex.org/W4250955649","https://openalex.org/W4255193494","https://openalex.org/W6647469634"],"related_works":["https://openalex.org/W2148549110","https://openalex.org/W1977342959","https://openalex.org/W2536494564","https://openalex.org/W3148968234","https://openalex.org/W145760256","https://openalex.org/W1657620843","https://openalex.org/W28080522","https://openalex.org/W2545116705","https://openalex.org/W1996270948","https://openalex.org/W2525537297"],"abstract_inverted_index":{"Fifth":[0],"generation":[1],"wireless":[2,104],"networks":[3,106],"are":[4,24,56],"expected":[5],"to":[6,40,99,121,132,143,151,168,238,253],"provide":[7],"advanced":[8],"capabilities":[9],"and":[10,43,49,60,66,79,155,208,231,269,280],"create":[11],"new":[12],"markets.":[13],"Among":[14],"the":[15,28,73,77,92,145,162,166,181,191,199,210,263,266,270],"emerging":[16],"markets,":[17],"Internet":[18],"of":[19,30,34,81,94,129,147,250,265],"Things":[20],"(IoT)":[21],"use":[22],"cases":[23],"standing":[25],"out":[26],"with":[27,220,242,277],"proliferation":[29],"a":[31,114,126,169,174,227,248],"wide":[32],"range":[33,185],"sensors":[35],"that":[36,75],"can":[37,67],"be":[38,68],"configured":[39],"continuously":[41],"monitor":[42],"transmit":[44],"data":[45,84,101,110,123,164,211],"for":[46,183,256],"intelligent":[47],"processing":[48],"decision":[50],"making.":[51],"Devices":[52],"in":[53,63,70,102,141],"such":[54],"scenarios":[55],"normally":[57],"extremely":[58],"energy-constrained":[59],"often":[61],"exist":[62],"large":[64,127],"numbers":[65],"located":[69],"hard-to-reach":[71],"areas;":[72],"fact":[74],"necessitates":[76],"design":[78],"implementation":[80],"effective":[82,251],"energy-aware":[83],"collection":[85],"mechanisms.":[86],"To":[87],"this":[88],"end,":[89],"we":[90,246],"propose":[91,247],"utilization":[93],"unmanned":[95],"aerial":[96],"vehicles":[97],"(UAVs)":[98],"collect":[100],"dense":[103],"sensor":[105,130],"using":[107],"projection-based":[108,218],"compressive":[109],"gathering":[111,209],"(CDG)":[112],"as":[113,137],"novel":[115],"solution":[116],"methodology.":[117],"CDG":[118,219],"is":[119],"utilized":[120],"aggregate":[122],"en-route":[124],"from":[125,165,212],"set":[128,249],"nodes":[131,135,215],"selected":[133,213],"projection":[134],"acting":[136],"cluster":[138],"heads":[139],"(CHs)":[140],"order":[142],"reduce":[144],"number":[146],"needed":[148],"transmissions":[149,186],"leading":[150],"notable":[152],"energy":[153],"savings":[154],"extended":[156],"network":[157,259],"lifetime.":[158],"The":[159],"UAV":[160,222],"transfers":[161],"gathered":[163],"CHs":[167],"remote":[170],"sink":[171],"node,":[172],"e.g.,":[173],"5G":[175],"cellular":[176],"base":[177],"station,":[178],"which":[179],"avoids":[180],"need":[182],"long":[184],"or":[187],"multihop":[188],"communications":[189],"among":[190],"sensors.":[192],"Our":[193],"problem":[194,230],"definition":[195],"aims":[196],"at":[197],"clustering":[198],"sensors,":[200],"constructing":[201],"an":[202],"optimized":[203],"forwarding":[204],"tree":[205],"per":[206],"cluster,":[207],"CH":[214],"based":[216],"on":[217],"minimized":[221],"trajectory":[223],"distance.":[224],"We":[225,261],"formulate":[226],"joint":[228],"optimization":[229],"divide":[232],"it":[233],"into":[234],"four":[235],"complementary":[236],"subproblems":[237],"generate":[239,254],"close-to-optimal":[240],"results":[241,276],"lower":[243],"complexity.":[244],"Moreover,":[245],"algorithms":[252,272],"solutions":[255],"relatively":[257],"large-scale":[258],"scenarios.":[260],"demonstrate":[262],"superiority":[264],"proposed":[267],"approach":[268],"designed":[271],"via":[273],"detailed":[274],"performance":[275],"analysis,":[278],"comparisons,":[279],"insights.":[281]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":28},{"year":2022,"cited_by_count":40},{"year":2021,"cited_by_count":39},{"year":2020,"cited_by_count":38},{"year":2019,"cited_by_count":18}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}