{"id":"https://openalex.org/W2911322481","doi":"https://doi.org/10.1109/access.2019.2894956","title":"Data-Driven Dynamic Active Node Selection for Event Localization in IoT Applications - A Case Study of Radiation Localization","display_name":"Data-Driven Dynamic Active Node Selection for Event Localization in IoT Applications - A Case Study of Radiation Localization","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2911322481","doi":"https://doi.org/10.1109/access.2019.2894956","mag":"2911322481"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2894956","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2894956","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08625410.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08625410.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044127674","display_name":"Ahmed Alagha","orcid":"https://orcid.org/0000-0002-9275-2677"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Ahmed Alagha","raw_affiliation_strings":["Electrical and Computer Engineering Department, Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-9275-2677","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021628892","display_name":"Shakti Singh","orcid":"https://orcid.org/0000-0002-8412-5622"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Shakti Singh","raw_affiliation_strings":["Center on Cyber-Physical Systems, Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-8412-5622","affiliations":[{"raw_affiliation_string":"Center on Cyber-Physical Systems, Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037837666","display_name":"Rabeb Mizouni","orcid":"https://orcid.org/0000-0001-6915-3759"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Rabeb Mizouni","raw_affiliation_strings":["Center on Cyber-Physical Systems, Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0001-6915-3759","affiliations":[{"raw_affiliation_string":"Center on Cyber-Physical Systems, Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060463347","display_name":"Anis Ouali","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087059","display_name":"Technology Innovation Institute","ror":"https://ror.org/001kv2y39","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210087059"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Anis Ouali","raw_affiliation_strings":["Emirates ICT Innovation Center, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emirates ICT Innovation Center, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210087059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049846737","display_name":"Hadi Otrok","orcid":"https://orcid.org/0000-0002-9574-5384"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hadi Otrok","raw_affiliation_strings":["Center on Cyber-Physical Systems, Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center on Cyber-Physical Systems, Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5044127674"],"corresponding_institution_ids":["https://openalex.org/I176601375"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.027,"has_fulltext":true,"cited_by_count":44,"citation_normalized_percentile":{"value":0.91576557,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"16168","last_page":"16183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9998999834060669,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9984999895095825,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.8105537295341492},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.6629705429077148},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.5106521248817444},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.49840712547302246},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.49681833386421204},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44504356384277344},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4413350820541382},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3403104543685913},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3340036869049072},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21317842602729797},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14988622069358826},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10159605741500854}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8105537295341492},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.6629705429077148},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.5106521248817444},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.49840712547302246},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.49681833386421204},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44504356384277344},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4413350820541382},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3403104543685913},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3340036869049072},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21317842602729797},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14988622069358826},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10159605741500854},{"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2894956","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2894956","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08625410.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7055d06a30b94c27a9d59aa4a3f4e6be","is_oa":true,"landing_page_url":"https://doaj.org/article/7055d06a30b94c27a9d59aa4a3f4e6be","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 16168-16183 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2894956","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2894956","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08625410.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G7006905676","display_name":null,"funder_award_id":"8474000012","funder_id":"https://openalex.org/F4320322334","funder_display_name":"Khalifa University of Science, Technology and Research"}],"funders":[{"id":"https://openalex.org/F4320322334","display_name":"Khalifa University of Science, Technology and Research","ror":"https://ror.org/05hffr360"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2911322481.pdf","grobid_xml":"https://content.openalex.org/works/W2911322481.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1497336187","https://openalex.org/W1996412914","https://openalex.org/W2018911484","https://openalex.org/W2034151099","https://openalex.org/W2054560962","https://openalex.org/W2058401212","https://openalex.org/W2076587863","https://openalex.org/W2077070036","https://openalex.org/W2088209704","https://openalex.org/W2108395864","https://openalex.org/W2109092038","https://openalex.org/W2111619626","https://openalex.org/W2114654089","https://openalex.org/W2122053769","https://openalex.org/W2137243960","https://openalex.org/W2166054746","https://openalex.org/W2256467669","https://openalex.org/W2468135400","https://openalex.org/W2473536663","https://openalex.org/W2476867480","https://openalex.org/W2509413752","https://openalex.org/W2582377923","https://openalex.org/W2736287601","https://openalex.org/W2738412532","https://openalex.org/W2739610744","https://openalex.org/W2748195533","https://openalex.org/W2760740706","https://openalex.org/W2883406216","https://openalex.org/W2906474708","https://openalex.org/W3096527584","https://openalex.org/W6725006688","https://openalex.org/W6741078495"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W17155033"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"the":[3,13,29,59,83,86,91,130,174,200,213,250,271,280,283],"problem":[4],"of":[5,15,31,61,181,218,249,258,282,299],"active":[6,94,100,154,166,230,300],"node":[7,68,101,155,231],"selection":[8,69,102,131,156,201,209,232],"for":[9,58,117,138,244],"localization":[10,109,214,245,261,289],"tasks,":[11,110],"on":[12],"Internet":[14],"Things":[16],"(IoT)":[17],"sensing":[18,46,143],"applications,":[19],"is":[20,253],"addressed.":[21],"IoT":[22,45],"plays":[23],"a":[24,63,96,151,179,228,296],"significant":[25],"role":[26],"in":[27,36,72,85,129,199,216],"realizing":[28],"concept":[30],"smart":[32],"environments,":[33],"such":[34],"as":[35,111],"environmental,":[37],"infrastructural,":[38],"industrial,":[39],"disaster,":[40],"or":[41],"threat":[42],"monitoring.":[43],"Several":[44],"nodes":[47,141,167,182],"can":[48],"be":[49],"deployed":[50],"within":[51],"an":[52,256],"area":[53,175],"to":[54,108,168,211,240,274,286],"collect":[55],"regional":[56],"information":[57],"purpose":[60],"achieving":[62],"common":[64,74],"contextual":[65],"goal.":[66],"Active":[67],"proves":[70],"useful":[71],"mitigating":[73],"IoT-related":[75],"issues":[76],"like":[77,190],"resource":[78],"allocation,":[79],"network":[80],"lifetime,":[81],"and":[82,133,195,203,207,220,237,265,268],"confidence":[84,197],"collected":[87],"data,":[88],"by":[89,178,262,269],"having":[90,142],"right":[92],"sensors":[93],"at":[95,290],"given":[97],"time.":[98],"Current":[99],"schemes":[103],"prove":[104],"inefficient":[105],"when":[106],"adapted":[107],"they-":[112],"1)":[113,159],"are":[114,135,225],"usually":[115],"designed":[116,137],"general":[118],"monitoring,":[119],"not":[120,124],"localization,":[121],"2)":[122,172],"do":[123],"dynamically":[125,160],"exploit":[126],"data":[127,162,196],"readings":[128,163],"process,":[132,202],"3)":[134,187],"mostly":[136],"systems":[139],"with":[140,295],"ranges.":[144],"To":[145],"address":[146],"these":[147],"challenges,":[148],"we":[149],"propose":[150],"novel":[152],"Data-driven":[153],"approach":[157,252,273,285],"that-":[158],"uses":[161,235],"from":[164],"current":[165],"select":[169,241],"future":[170],"ones,":[171],"assesses":[173],"coverage":[176],"achieved":[177],"group":[180],"while":[183],"considering":[184],"range-free":[185],"sensors,":[186],"considers":[188],"parameters":[189],"residual":[191],"energy,":[192],"power":[193,221],"cost,":[194,293],"levels":[198],"4)":[204],"combines":[205],"group-based":[206],"individual-based":[208],"mechanisms":[210],"enhance":[212],"process":[215],"terms":[217],"time":[219],"consumption.":[222],"These":[223],"considerations":[224],"integrated":[226],"into":[227],"two-phase":[229],"mechanism":[233],"that":[234],"genetic":[236],"greedy":[238],"algorithms":[239],"optimum":[242],"groups":[243],"tasks.":[246],"The":[247,277],"efficacy":[248],"proposed":[251,272,284],"validated":[254],"through":[255],"example":[257],"radioactive":[259],"source":[260],"using":[263],"real-life":[264],"synthetic":[266],"datasets,":[267],"comparing":[270],"existing":[275],"benchmarks.":[276],"results":[278],"demonstrate":[279],"ability":[281],"performing":[287],"faster":[288],"low":[291],"energy":[292],"even":[294],"smaller":[297],"number":[298],"nodes.":[301]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":4}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}