{"id":"https://openalex.org/W4392449821","doi":"https://doi.org/10.1109/jiot.2024.3373263","title":"Implementation of a Grey Prediction System Based on Fuzzy Inference for Transmission Power Control in IoT Edge Sensor Nodes","display_name":"Implementation of a Grey Prediction System Based on Fuzzy Inference for Transmission Power Control in IoT Edge Sensor Nodes","publication_year":2024,"publication_date":"2024-03-05","ids":{"openalex":"https://openalex.org/W4392449821","doi":"https://doi.org/10.1109/jiot.2024.3373263"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3373263","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3373263","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/jiot.2024.3373263","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5105268368","display_name":"Guillermo Moreno","orcid":"https://orcid.org/0009-0000-3166-4596"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Guillermo Moreno","raw_affiliation_strings":["Centro de Electrónica Industrial, Universidad Politécnica de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Centro de Electrónica Industrial, Universidad Politécnica de Madrid, Madrid, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025418947","display_name":"Gabriel Mujica","orcid":"https://orcid.org/0000-0002-2964-2846"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gabriel Mujica","raw_affiliation_strings":["Centro de Electrónica Industrial, Universidad Politécnica de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Centro de Electrónica Industrial, Universidad Politécnica de Madrid, Madrid, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022228753","display_name":"Jorge Portilla","orcid":"https://orcid.org/0000-0003-4896-6229"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jorge Portilla","raw_affiliation_strings":["Centro de Electrónica Industrial, Universidad Politécnica de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Centro de Electrónica Industrial, Universidad Politécnica de Madrid, Madrid, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056719453","display_name":"Jin\u2010Shyan Lee","orcid":"https://orcid.org/0000-0001-7709-8788"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jin-Shyan Lee","raw_affiliation_strings":["Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5105268368"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6261,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82343898,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":"11","first_page":"20404","last_page":"20420"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14225","display_name":"Advanced Sensor and Control Systems","score":0.7269999980926514,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.7269999980926514,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/computer-science","display_name":"Computer science","score":0.7460253238677979},{"id":"https://openalex.org/keywords/fuzzy-inference-system","display_name":"Fuzzy inference system","score":0.6353998184204102},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6184564232826233},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.5921074748039246},{"id":"https://openalex.org/keywords/fuzzy-inference","display_name":"Fuzzy inference","score":0.5396542549133301},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5257245898246765},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5030524134635925},{"id":"https://openalex.org/keywords/power-control","display_name":"Power control","score":0.4921085238456726},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.49052971601486206},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.47008776664733887},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.45527026057243347},{"id":"https://openalex.org/keywords/inference-system","display_name":"Inference system","score":0.44949033856391907},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.4391151964664459},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.4389340877532959},{"id":"https://openalex.org/keywords/power-transmission","display_name":"Power transmission","score":0.43630021810531616},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4222417175769806},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4206876754760742},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4026760756969452},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39089152216911316},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.30572205781936646},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2063092589378357},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.20180276036262512},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12686005234718323},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11116144061088562}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7460253238677979},{"id":"https://openalex.org/C2987376176","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference system","level":5,"score":0.6353998184204102},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6184564232826233},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.5921074748039246},{"id":"https://openalex.org/C2986395286","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference","level":5,"score":0.5396542549133301},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5257245898246765},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5030524134635925},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.4921085238456726},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.49052971601486206},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.47008776664733887},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.45527026057243347},{"id":"https://openalex.org/C2988105877","wikidata":"https://www.wikidata.org/wiki/Q1341685","display_name":"Inference system","level":5,"score":0.44949033856391907},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.4391151964664459},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.4389340877532959},{"id":"https://openalex.org/C92018576","wikidata":"https://www.wikidata.org/wiki/Q3242194","display_name":"Power transmission","level":3,"score":0.43630021810531616},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4222417175769806},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4206876754760742},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4026760756969452},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39089152216911316},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30572205781936646},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2063092589378357},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.20180276036262512},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12686005234718323},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11116144061088562},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2024.3373263","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3373263","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:oa.upm.es:85834","is_oa":true,"landing_page_url":"https://oa.upm.es/85834/","pdf_url":"https://oa.upm.es/85834/1/10243157.pdf","source":{"id":"https://openalex.org/S4377196323","display_name":"UPM Digital Archive (Technical University of Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I88060688","host_organization_name":"Universidad Polit\u00e9cnica de Madrid","host_organization_lineage":["https://openalex.org/I88060688"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Internet of Things Journal, ISSN 23274662, 2024-06-01, Vol. 11, No. 11","raw_type":"info:eu-repo/semantics/acceptedVersion"}],"best_oa_location":{"id":"doi:10.1109/jiot.2024.3373263","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3373263","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8600000143051147}],"awards":[{"id":"https://openalex.org/G7186414377","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G8937666287","display_name":null,"funder_award_id":"PID2020-116417RB-C41 (TALENT-HIPSTER)","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1976380647","https://openalex.org/W1986805195","https://openalex.org/W2295204504","https://openalex.org/W2311595852","https://openalex.org/W2739880240","https://openalex.org/W2763237455","https://openalex.org/W2798184791","https://openalex.org/W2850054110","https://openalex.org/W2883303580","https://openalex.org/W2888982783","https://openalex.org/W2901518517","https://openalex.org/W2911142008","https://openalex.org/W2941219224","https://openalex.org/W2953750982","https://openalex.org/W2963218670","https://openalex.org/W2964468584","https://openalex.org/W2980821238","https://openalex.org/W2981911221","https://openalex.org/W3013185924","https://openalex.org/W3015589435","https://openalex.org/W3023584911","https://openalex.org/W3048258432","https://openalex.org/W3136062869","https://openalex.org/W3155831273","https://openalex.org/W3158327507","https://openalex.org/W3210771557","https://openalex.org/W4205865617","https://openalex.org/W6766457102"],"related_works":["https://openalex.org/W3049253145","https://openalex.org/W2953622168","https://openalex.org/W2353340517","https://openalex.org/W4285030048","https://openalex.org/W2098652397","https://openalex.org/W4386337832","https://openalex.org/W2983346692","https://openalex.org/W2999947159","https://openalex.org/W1668308244","https://openalex.org/W2068829021"],"abstract_inverted_index":{"The":[0,90,130],"rapid":[1],"growth":[2],"of":[3,6,14,56,118,126,132,148,173,210,241],"the":[4,10,23,31,53,124,171,174,206,211,218,225,245],"Internet":[5,147],"Things":[7,149],"has":[8],"expanded":[9],"research":[11],"and":[12,30,62,123,159,181],"implementation":[13],"wireless":[15,80,119],"sensor":[16,28,81,120,128,201],"networks":[17,82],"in":[18,179,214,231],"various":[19],"application":[20],"domains.":[21],"However,":[22],"challenges":[24,46],"associated":[25],"with":[26,97,155],"resource-constrained":[27],"nodes":[29,57],"need":[32],"for":[33,78],"ultra-low":[34],"power":[35,49,55,88,104,143,177,190,198],"consumption":[36],"pose":[37],"significant":[38],"problems.":[39],"One":[40],"fundamental":[41],"strategy":[42,192],"to":[43,58,100,138,161,169,238],"address":[44],"these":[45],"is":[47,193],"transmission":[48,54,87,103,142,176,189,197],"control,":[50],"which":[51],"adjusts":[52],"optimize":[59],"network":[60,121],"performance":[61],"lifetime.":[63],"While":[64],"traditional":[65],"methods":[66],"have":[67],"focused":[68],"on":[69,84,112,145,244],"static":[70],"scenarios,":[71,216],"this":[72,109,133],"work":[73,110,134],"presents":[74],"a":[75,85,140,163,185],"novel":[76],"approach":[77],"mobile":[79,180,187],"based":[83],"grey-fuzzy-logic":[86,141,188],"control.":[89],"proposed":[91,226],"system":[92,227],"integrates":[93],"grey":[94],"prediction":[95,208],"techniques":[96],"fuzzy":[98],"inference":[99],"dynamically":[101],"adapt":[102],"levels.":[105],"Unlike":[106],"previous":[107],"simulations,":[108],"focuses":[111],"real":[113],"implementations,":[114],"considering":[115],"practical":[116],"aspects":[117],"deployments":[122],"characteristics":[125],"embedded":[127,150],"platforms.":[129],"objectives":[131],"are":[135],"twofold:":[136],"first,":[137],"implement":[139],"control":[144,178,191],"an":[146],"hardware":[151],"platform,":[152],"ensuring":[153],"compatibility":[154],"IEEE":[156],"802.15.4":[157],"networks,":[158],"second,":[160],"propose":[162],"runtime":[164],"adaptive":[165,175],"link":[166],"recovery":[167],"mechanism":[168],"enhance":[170],"robustness":[172],"unstable":[182],"contexts.":[183],"Additionally,":[184],"multi-hop":[186,215],"introduced,":[194],"enabling":[195],"collaborative":[196],"adaptation":[199],"among":[200],"nodes.":[202],"Experimental":[203],"tests":[204],"demonstrate":[205],"high":[207],"accuracy":[209],"proposal":[212],"even":[213],"confirming":[217],"system\u2019s":[219],"scalability.":[220],"Results":[221],"also":[222],"show":[223],"that":[224],"outperforms":[228],"other":[229],"strategies":[230],"terms":[232],"or":[233],"energy":[234],"consumption,":[235],"achieving":[236],"up":[237],"43":[239],"%":[240],"gains":[242],"depending":[243],"scenario.":[246]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}