{"id":"https://openalex.org/W4408324763","doi":"https://doi.org/10.1109/globecom52923.2024.10901080","title":"DRL-Based Battery and Power Optimization in FL-enabled IoT Networks for eHealth","display_name":"DRL-Based Battery and Power Optimization in FL-enabled IoT Networks for eHealth","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4408324763","doi":"https://doi.org/10.1109/globecom52923.2024.10901080"},"language":"en","primary_location":{"id":"doi:10.1109/globecom52923.2024.10901080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10901080","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","raw_type":"proceedings-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/A5003333689","display_name":"Alaa AlZailaa","orcid":"https://orcid.org/0000-0001-6435-5001"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Alaa AlZailaa","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es and DETI, Universidade de Aveiro,Aveiro,Portugal"],"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es and DETI, Universidade de Aveiro,Aveiro,Portugal","institution_ids":["https://openalex.org/I4210120471","https://openalex.org/I60858718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056611557","display_name":"Hao Ran","orcid":"https://orcid.org/0000-0002-5763-9935"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Hao Ran Chi","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es, Universidade de Aveiro,Aveiro,Portugal"],"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es, Universidade de Aveiro,Aveiro,Portugal","institution_ids":["https://openalex.org/I4210120471","https://openalex.org/I60858718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087615236","display_name":"Ayman Radwan","orcid":"https://orcid.org/0000-0003-1935-6077"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ayman Radwan","raw_affiliation_strings":["DEEC and Instituto de Telecomunica&#x00E7;&#x00F5;es, Instituto Superior Tecnico, University of Lisbon,Lisbon,Portugal,1049-001"],"affiliations":[{"raw_affiliation_string":"DEEC and Instituto de Telecomunica&#x00E7;&#x00F5;es, Instituto Superior Tecnico, University of Lisbon,Lisbon,Portugal,1049-001","institution_ids":["https://openalex.org/I4210120471","https://openalex.org/I141596103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090429145","display_name":"Rui L. Aguiar","orcid":"https://orcid.org/0000-0003-0107-6253"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui L. Aguiar","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es and DETI, Universidade de Aveiro,Aveiro,Portugal"],"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es and DETI, Universidade de Aveiro,Aveiro,Portugal","institution_ids":["https://openalex.org/I4210120471","https://openalex.org/I60858718"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5003333689"],"corresponding_institution_ids":["https://openalex.org/I4210120471","https://openalex.org/I60858718"],"apc_list":null,"apc_paid":null,"fwci":0.3653,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67011895,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"632","last_page":"637"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9440000057220459,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9440000057220459,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ehealth","display_name":"eHealth","score":0.8500896692276001},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.8124488592147827},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.67042076587677},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6143842935562134},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4786568880081177},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3368089199066162},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3143378496170044},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.07523629069328308}],"concepts":[{"id":"https://openalex.org/C202645933","wikidata":"https://www.wikidata.org/wiki/Q4930","display_name":"eHealth","level":3,"score":0.8500896692276001},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.8124488592147827},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.67042076587677},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6143842935562134},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4786568880081177},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3368089199066162},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3143378496170044},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.07523629069328308},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom52923.2024.10901080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10901080","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8199999928474426,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2161029789","https://openalex.org/W2986907531","https://openalex.org/W3008700686","https://openalex.org/W3094745275","https://openalex.org/W3111512201","https://openalex.org/W3160160638","https://openalex.org/W3190662978","https://openalex.org/W4200633576","https://openalex.org/W4221138698","https://openalex.org/W4285260612","https://openalex.org/W4293173873","https://openalex.org/W4295789114","https://openalex.org/W4312340627","https://openalex.org/W4313145927","https://openalex.org/W4383890559","https://openalex.org/W4388543796","https://openalex.org/W4389454084","https://openalex.org/W4389898469","https://openalex.org/W4391431719","https://openalex.org/W6665928394"],"related_works":["https://openalex.org/W4308190148","https://openalex.org/W2196310376","https://openalex.org/W4281488710","https://openalex.org/W4310458807","https://openalex.org/W754949616","https://openalex.org/W2887033287","https://openalex.org/W2407313067","https://openalex.org/W5201170","https://openalex.org/W4221023391","https://openalex.org/W4248608655"],"abstract_inverted_index":{"In":[0],"the":[1,11,16,43,72,121,129,137],"advancing":[2],"realm":[3],"of":[4,14,18,26,28,46,75,125],"e-health":[5,19,68,76],"applications":[6,77,165],"powered":[7],"by":[8,178,183],"5G":[9,79,130],"networks,":[10,80],"paramount":[12],"goal":[13],"extending":[15],"sustainability":[17,122],"services":[20,127],"hinges":[21],"on":[22,61],"efficient":[23],"energy":[24,63,91,118,143,176],"management":[25],"Internet":[27],"Things":[29],"(IoT)":[30],"devices.":[31,168],"This":[32],"paper":[33],"presents":[34],"a":[35,157],"cutting-edge":[36],"Deep":[37],"Reinforcement":[38],"Learning":[39,55],"(DRL)based":[40],"approach":[41,94,139,174],"for":[42,160],"dynamic":[44],"optimization":[45],"IoT":[47,98,167],"device":[48,99,111],"selection":[49],"and":[50,85,110,123,146,149,180],"power":[51],"allocation":[52],"in":[53,78,141,163,187],"Federated":[54],"(FL)":[56],"tasks,":[57],"with":[58],"an":[59],"emphasis":[60],"battery":[62],"conservation":[64],"to":[65,71,96,153,170],"foster":[66],"AIenabled":[67],"applications.":[69,190],"Adhering":[70],"strict":[73],"demands":[74],"such":[81],"as":[82],"ultra-low":[83],"latency":[84],"high":[86],"data":[87],"throughput,":[88,148],"while":[89],"prioritizing":[90],"efficiency,":[92],"this":[93,115],"aims":[95],"prolong":[97],"lifespans":[100],"without":[101],"sacrificing":[102],"FL":[103,164],"accuracy.":[104],"By":[105],"intelligently":[106],"navigating":[107],"network":[108],"dynamics":[109],"constraints":[112],"through":[113],"DRL,":[114],"framework":[116],"optimizes":[117],"usage,":[119],"enhancing":[120],"reliability":[124],"ehealth":[126],"within":[128],"ecosystem.":[131],"The":[132],"comparative":[133],"analysis":[134],"reveals":[135],"that":[136],"proposed":[138],"excels":[140],"optimizing":[142,185],"consumption,":[144],"download":[145],"upload":[147],"training":[150,181],"efficiency":[151],"compared":[152],"conventional":[154],"algorithms,":[155,172],"establishing":[156],"new":[158],"benchmark":[159],"future":[161],"optimizations":[162],"across":[166],"Compared":[169],"representative":[171],"our":[173],"reduces":[175],"consumption":[177],">80%":[179],"time":[182],">34%,":[184],"performance":[186],"FL-enabled":[188],"e-Health":[189]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
