{"id":"https://openalex.org/W4407900084","doi":"https://doi.org/10.1109/lnet.2025.3545286","title":"Network Resource Optimization for ML-Based UAV Condition Monitoring With Vibration Analysis","display_name":"Network Resource Optimization for ML-Based UAV Condition Monitoring With Vibration Analysis","publication_year":2025,"publication_date":"2025-02-24","ids":{"openalex":"https://openalex.org/W4407900084","doi":"https://doi.org/10.1109/lnet.2025.3545286"},"language":"en","primary_location":{"id":"doi:10.1109/lnet.2025.3545286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lnet.2025.3545286","pdf_url":null,"source":{"id":"https://openalex.org/S4210234060","display_name":"IEEE Networking Letters","issn_l":"2576-3156","issn":["2576-3156"],"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 Networking Letters","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/A5095900439","display_name":"Alexandre Gemayel","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alexandre Gemayel","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Western University, London, ON, Canada","Department of Electrical and Computer Engineering, Western University, London, Ontario, Canada"],"raw_orcid":"https://orcid.org/0009-0008-5675-8466","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Western University, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Western University, London, Ontario, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003885484","display_name":"Dimitrios Michael Manias","orcid":"https://orcid.org/0000-0003-4390-3093"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dimitrios Michael Manias","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Western University, London, ON, Canada","Department of Electrical and Computer Engineering, Western University, London, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0003-4390-3093","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Western University, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Western University, London, Ontario, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041270670","display_name":"Abdallah Shami","orcid":"https://orcid.org/0000-0003-2887-0350"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abdallah Shami","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Western University, London, ON, Canada","Department of Electrical and Computer Engineering, Western University, London, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0003-2887-0350","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Western University, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Western University, London, Ontario, Canada","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I125749732"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02202091,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":"2","first_page":"108","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9957000017166138,"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/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9957000017166138,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9822999835014343,"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"}},{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.9807999730110168,"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":0.5240309834480286},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.518399715423584},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.46973761916160583},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.18735066056251526},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12775066494941711},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09249123930931091}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5240309834480286},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.518399715423584},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.46973761916160583},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.18735066056251526},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12775066494941711},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09249123930931091}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lnet.2025.3545286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lnet.2025.3545286","pdf_url":null,"source":{"id":"https://openalex.org/S4210234060","display_name":"IEEE Networking Letters","issn_l":"2576-3156","issn":["2576-3156"],"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 Networking Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2056674120","https://openalex.org/W2115772460","https://openalex.org/W2774815864","https://openalex.org/W2809746218","https://openalex.org/W2908331577","https://openalex.org/W2958950562","https://openalex.org/W3035114776","https://openalex.org/W3098271984","https://openalex.org/W3187069001","https://openalex.org/W4255004215","https://openalex.org/W4321607085","https://openalex.org/W4382119288","https://openalex.org/W4408325228"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"As":[0],"smart":[1],"cities":[2],"begin":[3],"to":[4,24,35,84],"materialize,":[5],"the":[6,42,49,61,79],"role":[7],"of":[8,21,45,51,63],"Unmanned":[9],"Aerial":[10],"Vehicles":[11],"(UAVs)":[12],"and":[13,38,77],"their":[14],"reliability":[15,22],"becomes":[16],"increasingly":[17],"important.":[18],"One":[19],"aspect":[20],"relates":[23],"Condition":[25],"Monitoring":[26],"(CM),":[27],"where":[28],"Machine":[29],"Learning":[30],"(ML)":[31],"models":[32],"are":[33],"leveraged":[34],"identify":[36],"abnormal":[37],"adverse":[39],"conditions.":[40],"Given":[41],"resource-constrained":[43],"nature":[44],"next-generation":[46],"edge":[47],"networks,":[48],"utilization":[50],"precious":[52],"network":[53,64,101],"resources":[54,65],"must":[55],"be":[56],"minimized.":[57],"This":[58],"letter":[59],"explores":[60],"optimization":[62],"for":[66],"ML-based":[67],"UAV":[68],"CM":[69],"frameworks.":[70],"The":[71],"developed":[72],"framework":[73],"uses":[74],"experimental":[75],"data":[76],"varies":[78],"feature":[80],"extraction":[81],"aggregation":[82],"interval":[83],"optimize":[85],"ML":[86],"model":[87],"selection.":[88],"Additionally,":[89],"by":[90],"leveraging":[91],"dimensionality":[92],"reduction":[93,99],"techniques,":[94],"there":[95],"is":[96],"a":[97],"99.9%":[98],"in":[100],"resource":[102],"consumption.":[103]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}