{"id":"https://openalex.org/W4381302970","doi":"https://doi.org/10.1109/tnsm.2023.3281133","title":"FedRadar: Federated Multi-Task Transfer Learning for Radar-Based Internet of Medical Things","display_name":"FedRadar: Federated Multi-Task Transfer Learning for Radar-Based Internet of Medical Things","publication_year":2023,"publication_date":"2023-05-30","ids":{"openalex":"https://openalex.org/W4381302970","doi":"https://doi.org/10.1109/tnsm.2023.3281133"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2023.3281133","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2023.3281133","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Transactions on Network and Service Management","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/A5060821095","display_name":"Xikang Jiang","orcid":"https://orcid.org/0000-0002-4352-466X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xikang Jiang","raw_affiliation_strings":["School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100726457","display_name":"Jinhui Zhang","orcid":"https://orcid.org/0000-0002-4476-7807"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jinhui Zhang","raw_affiliation_strings":["Equipment Support Department, Service Support Center, People&#x2019;s Liberation Army General Hospital, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Equipment Support Department, Service Support Center, People&#x2019;s Liberation Army General Hospital, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100351907","display_name":"Lin Zhang","orcid":"https://orcid.org/0000-0003-0424-9965"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Zhang","raw_affiliation_strings":["School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060821095"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":3.9493,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.94524531,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"20","issue":"2","first_page":"1459","last_page":"1469"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9642000198364258,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.8371883630752563},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6007708311080933},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5359070897102356},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5142145156860352},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4513305127620697},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3898858428001404},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3301079273223877},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3225049376487732},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23847955465316772},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.06962352991104126}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8371883630752563},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6007708311080933},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5359070897102356},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5142145156860352},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4513305127620697},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3898858428001404},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3301079273223877},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3225049376487732},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23847955465316772},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.06962352991104126},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2023.3281133","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2023.3281133","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Transactions on Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4040995700","display_name":null,"funder_award_id":"61971056","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G803774578","display_name":null,"funder_award_id":"LB20201A010010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W2298692413","https://openalex.org/W2359247367","https://openalex.org/W2530417694","https://openalex.org/W2563446830","https://openalex.org/W2611254939","https://openalex.org/W2623298060","https://openalex.org/W2736009068","https://openalex.org/W2763254828","https://openalex.org/W2794906545","https://openalex.org/W2884577189","https://openalex.org/W2889669663","https://openalex.org/W2891837365","https://openalex.org/W2892235178","https://openalex.org/W2898048572","https://openalex.org/W2899685551","https://openalex.org/W2907688358","https://openalex.org/W2942065897","https://openalex.org/W2968176343","https://openalex.org/W2976700284","https://openalex.org/W2985938153","https://openalex.org/W2990825125","https://openalex.org/W3006300626","https://openalex.org/W3016888800","https://openalex.org/W3018464563","https://openalex.org/W3022361802","https://openalex.org/W3027859434","https://openalex.org/W3041133507","https://openalex.org/W3091542279","https://openalex.org/W3091870957","https://openalex.org/W3092314636","https://openalex.org/W3093727595","https://openalex.org/W3100506742","https://openalex.org/W3111512201","https://openalex.org/W3119766471","https://openalex.org/W3124174388","https://openalex.org/W3125272820","https://openalex.org/W3126842209","https://openalex.org/W3133858468","https://openalex.org/W3134274385","https://openalex.org/W3134843574","https://openalex.org/W3135420539","https://openalex.org/W3135939397","https://openalex.org/W3141797743","https://openalex.org/W3153844030","https://openalex.org/W3153961130","https://openalex.org/W3155300017","https://openalex.org/W3187784948","https://openalex.org/W3200379790","https://openalex.org/W4300427714","https://openalex.org/W6728057340","https://openalex.org/W6738383168"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W3196817267","https://openalex.org/W1976600725"],"abstract_inverted_index":{"Owing":[0],"to":[1,43,103,148,172,228],"increasing":[2],"connected":[3],"medical":[4],"devices":[5],"and":[6,41,46,61,98,153,160,182,192,198,213,226,242],"rapid":[7],"development":[8],"of":[9,15,123,194,209],"deep":[10,70],"learning":[11,71,92,165],"technologies,":[12],"the":[13,110,119,137,144,150,163,190,207],"Internet":[14],"Medical":[16],"Things":[17],"(IoMT)":[18],"has":[19],"attracted":[20],"great":[21],"attention":[22],"for":[23,94,133],"healthcare":[24,34],"monitoring":[25,100],"with":[26,109,166,196,234],"intelligent":[27],"sensors.":[28],"Radar":[29],"serves":[30],"as":[31],"a":[32,87],"non-contact":[33],"device,":[35],"continuously":[36,229],"measuring":[37],"human\u2019s":[38,124,157],"vital":[39,158],"signs":[40],"behavior":[42],"provide":[44],"daily":[45],"comprehensive":[47],"long-term":[48],"record":[49],"on":[50,143,206,248],"health":[51,232],"status.":[52],"However,":[53],"radar":[54,75,130,146,219,244],"sensor":[55],"data":[56,76,131,147],"collected":[57],"from":[58],"various":[59],"users":[60],"families":[62],"usually":[63],"involve":[64],"sensitive":[65],"personal":[66,129],"information,":[67],"while":[68,127],"traditional":[69],"technologies":[72],"using":[73],"IoMT":[74,102],"may":[77],"present":[78],"high":[79],"privacy":[80,134,235],"leakage":[81],"risks.":[82],"This":[83],"paper":[84],"proposes":[85],"FedRadar,":[86],"novel":[88],"federated":[89,164],"multi-task":[90,115,138],"transfer":[91,168],"framework":[93],"radar-based":[95],"heartbeat":[96,210],"rate":[97,211],"activity":[99,214],"in":[101,216,237],"solve":[104],"these":[105],"challenges.":[106],"It":[107],"deals":[108],"decentralized":[111],"structure,":[112],"training":[113,203],"personalized":[114,174],"models":[116,176],"collaboratively,":[117],"combining":[118],"shared":[120,154],"relevance":[121],"knowledge":[122,167],"physiological":[125],"information":[126],"keeping":[128,183],"locally":[132],"protection.":[135],"First,":[136],"neural":[139],"network":[140],"is":[141,170,224],"built":[142],"spatial-temporal":[145],"capture":[149],"potential":[151],"relationship":[152],"representations":[155],"between":[156],"sign":[159],"activity.":[161],"Furthermore,":[162],"scheme":[169],"designed":[171],"achieve":[173],"local":[175,202],"by":[177],"transferring":[178],"coarse":[179],"relevant":[180],"features":[181],"fine-grained":[184],"individual":[185],"information.":[186],"Extensive":[187],"experiments":[188],"demonstrate":[189],"effectiveness":[191],"robustness":[193],"FedRadar":[195,223,240],"2.8%":[197],"2.5%":[199],"superior":[200],"than":[201],"model":[204],"respectively":[205],"accuracy":[208],"estimation":[212],"classification":[215],"realistic":[217],"constructed":[218,243],"datasets.":[220],"In":[221],"addition,":[222],"extensible":[225],"suitable":[227],"monitor":[230],"multiple":[231],"indicators":[233],"protection":[236],"IoMT.":[238],"The":[239],"codes":[241],"datasets":[245],"are":[246],"available":[247],"<uri":[249],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[250],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/bupt-uwb/FedRadar</uri>":[251],".":[252]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}