{"id":"https://openalex.org/W4416233728","doi":"https://doi.org/10.1109/wisee57913.2025.11229846","title":"Simulation and performance evaluation of computational mobile devices strategies for data transmission and local processing in IoT systems","display_name":"Simulation and performance evaluation of computational mobile devices strategies for data transmission and local processing in IoT systems","publication_year":2025,"publication_date":"2025-10-14","ids":{"openalex":"https://openalex.org/W4416233728","doi":"https://doi.org/10.1109/wisee57913.2025.11229846"},"language":null,"primary_location":{"id":"doi:10.1109/wisee57913.2025.11229846","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wisee57913.2025.11229846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Wireless for Space and Extreme Environments (WiSEE)","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/A5069374921","display_name":"Ojonukpe S. Egwuche","orcid":"https://orcid.org/0000-0002-5739-1597"},"institutions":[{"id":"https://openalex.org/I4210143490","display_name":"Computing Center","ror":"https://ror.org/0557kgc34","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210143490","https://openalex.org/I4210148470"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Ojonukpe Sylvester Egwuche","raw_affiliation_strings":["North West University,Unit for Data Science and Computing,Ile-Oluji,Nigeria"],"affiliations":[{"raw_affiliation_string":"North West University,Unit for Data Science and Computing,Ile-Oluji,Nigeria","institution_ids":["https://openalex.org/I4210143490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019945875","display_name":"Japie Greeff","orcid":"https://orcid.org/0000-0002-5743-8922"},"institutions":[{"id":"https://openalex.org/I4210106521","display_name":"National Institute for Theoretical Physics","ror":"https://ror.org/01jgv6w72","country_code":"ZA","type":"facility","lineage":["https://openalex.org/I4210106521"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Japie Greeff","raw_affiliation_strings":["National Institute for Theoretical and Computational Sciences, Stellenbosch, South Africa,Optentia Research Unit, North West, University, Vanderbijlpark, South Africa,Belgium Campus ITversity, Pretoria, South, Africa"],"affiliations":[{"raw_affiliation_string":"National Institute for Theoretical and Computational Sciences, Stellenbosch, South Africa,Optentia Research Unit, North West, University, Vanderbijlpark, South Africa,Belgium Campus ITversity, Pretoria, South, Africa","institution_ids":["https://openalex.org/I4210106521"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054647135","display_name":"Reolyn Heymann","orcid":"https://orcid.org/0000-0003-0583-535X"},"institutions":[{"id":"https://openalex.org/I129615261","display_name":"Vaal University of Technology","ror":"https://ror.org/05ey7mm31","country_code":"ZA","type":"education","lineage":["https://openalex.org/I129615261"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Reolyn Heymann","raw_affiliation_strings":["North West University,Optentia Research Unit,Vanderbijlpark,South Africa"],"affiliations":[{"raw_affiliation_string":"North West University,Optentia Research Unit,Vanderbijlpark,South Africa","institution_ids":["https://openalex.org/I129615261"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069374921"],"corresponding_institution_ids":["https://openalex.org/I4210143490"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41902251,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9451000094413757,"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":0.9451000094413757,"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/T13553","display_name":"Age of Information Optimization","score":0.010099999606609344,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.005499999970197678,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.720300018787384},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6660000085830688},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4984000027179718},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.46959999203681946},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.45649999380111694},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.44589999318122864},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4449999928474426},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4228000044822693},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.3828999996185303},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.36390000581741333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8077999949455261},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.720300018787384},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6660000085830688},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6389999985694885},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4984000027179718},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.46959999203681946},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.45649999380111694},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.44589999318122864},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4449999928474426},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4228000044822693},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.3828999996185303},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.36390000581741333},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.35120001435279846},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3425000011920929},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3314000070095062},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.32659998536109924},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.3165999948978424},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.3125999867916107},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.3098999857902527},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.30480000376701355},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.304500013589859},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2987000048160553},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.29589998722076416},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2957000136375427},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.28870001435279846},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.2856000065803528},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C127964446","wikidata":"https://www.wikidata.org/wiki/Q1092142","display_name":"Computational resource","level":3,"score":0.27720001339912415},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.26750001311302185},{"id":"https://openalex.org/C2986652147","wikidata":"https://www.wikidata.org/wiki/Q21809931","display_name":"Fog computing","level":3,"score":0.2667999863624573},{"id":"https://openalex.org/C51675839","wikidata":"https://www.wikidata.org/wiki/Q1665681","display_name":"Intelligent Network","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C91280400","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Mobile ad hoc network","level":3,"score":0.25690001249313354},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.2554999887943268},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.25360000133514404}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wisee57913.2025.11229846","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wisee57913.2025.11229846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Wireless for Space and Extreme Environments (WiSEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1996348431","https://openalex.org/W2005500027","https://openalex.org/W2566708220","https://openalex.org/W2736671313","https://openalex.org/W2767300261","https://openalex.org/W2903362341","https://openalex.org/W2976044145","https://openalex.org/W3095779321","https://openalex.org/W3142084780","https://openalex.org/W3153674394","https://openalex.org/W3203523248","https://openalex.org/W4308089088","https://openalex.org/W4312787143","https://openalex.org/W4319988680","https://openalex.org/W4368275463","https://openalex.org/W4380991150","https://openalex.org/W4386418515","https://openalex.org/W4395028253","https://openalex.org/W4399579155","https://openalex.org/W4400650983","https://openalex.org/W4402490841","https://openalex.org/W4404300465","https://openalex.org/W4406944023","https://openalex.org/W4406947319"],"related_works":[],"abstract_inverted_index":{"As":[0],"wireless":[1],"and":[2,14,36,50,90,109,115,122,135,176,210,218,232,243],"edge":[3,120,230],"computing":[4,57,71,121,231],"networks":[5,126,236],"become":[6],"integral":[7],"to":[8,21,63,81,188,206,226],"the":[9,92,150,170,182,189,192,204],"advancement":[10],"of":[11,94,117,143,163,167,181,191],"intelligent":[12],"systems":[13],"automation,":[15],"there":[16],"is":[17,186],"a":[18,141,155],"critical":[19],"need":[20],"explore":[22],"efficient":[23],"resource":[24,239],"management":[25],"mechanisms":[26],"that":[27,59,66,75,149,202],"can":[28,60,223],"sustain":[29],"optimal":[30],"system":[31,205],"performance":[32,93,129],"in":[33,111,119,195,229],"dynamic,":[34],"mobile,":[35],"heterogeneous":[37],"network":[38,244],"environments.":[39],"Smart":[40],"mobile":[41,123,233],"devices":[42,58],"are":[43,55,79],"characterized":[44],"by":[45],"limited":[46],"battery":[47],"power,":[48,72],"memory,":[49],"processing":[51,78,114,162],"ability;":[52],"however,":[53],"they":[54],"potential":[56],"be":[61,224],"harnessed":[62],"process":[64,194],"tasks":[65,74,118,164,168],"do":[67],"not":[68],"require":[69,76],"high":[70],"while":[73],"intensive":[77],"offloaded":[80],"remote":[82],"server":[83],"nodes.":[84],"In":[85],"this":[86],"study,":[87],"we":[88],"designed":[89],"evaluated":[91],"different":[95],"strategies:":[96],"reinforced":[97,151,183],"learning":[98,152,184,198],"strategy":[99,153,185],"(based":[100],"on":[101,159,215,238],"deep":[102,196],"reinforcement":[103,197],"learning),":[104],"random":[105],"action":[106],"selection,":[107],"transmission-only,":[108],"local-processing-only":[110],"managing":[112],"local":[113,161],"transmission":[116,166],"ad":[124,234],"hoc":[125,235],"scenarios.":[127],"Key":[128],"metrics,":[130],"including":[131],"average":[132],"rewards":[133],"(throughput)":[134],"task":[136,177,216,241],"drop":[137],"rates":[138],"tracked":[139],"over":[140,208],"series":[142],"simulation":[144],"frames.":[145],"The":[146,179],"results":[147],"show":[148],"presents":[154],"more":[156],"resource-efficient":[157],"decision-making":[158,193],"either":[160],"or":[165],"than":[169],"other":[171],"strategies,":[172],"with":[173],"minimal":[174],"latency":[175],"loss.":[178],"efficiency":[180],"attributed":[187],"optimization":[190],"(Deep":[199],"Q":[200],"Network)":[201],"allows":[203],"learn":[207],"time":[209],"adjust":[211],"its":[212],"actions":[213],"based":[214],"demands":[217],"available":[219],"resources.":[220],"This":[221],"approach":[222],"used":[225],"optimize":[227],"decisions":[228],"(MANETs)":[237],"allocation,":[240],"offloading,":[242],"management.":[245]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-11-13T00:00:00"}