{"id":"https://openalex.org/W7126023886","doi":"https://doi.org/10.1007/s44443-026-00465-4","title":"Efficient uncertainty quantification for power allocation in wireless networks","display_name":"Efficient uncertainty quantification for power allocation in wireless networks","publication_year":2026,"publication_date":"2026-01-29","ids":{"openalex":"https://openalex.org/W7126023886","doi":"https://doi.org/10.1007/s44443-026-00465-4"},"language":"en","primary_location":{"id":"doi:10.1007/s44443-026-00465-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-026-00465-4","pdf_url":null,"source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1007/s44443-026-00465-4","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101601745","display_name":"Ziying Zhang","orcid":"https://orcid.org/0000-0002-1521-8470"},"institutions":[{"id":"https://openalex.org/I160391749","display_name":"Jiaying University","ror":"https://ror.org/018jdfk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I160391749"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziying Zhang","raw_affiliation_strings":["College of Computer Science, Jiaying University, Meizhou, Guangdong, 514015, P.R. China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Jiaying University, Meizhou, Guangdong, 514015, P.R. China","institution_ids":["https://openalex.org/I160391749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025779065","display_name":"Chunwei Miao","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I48168531","display_name":"South University","ror":"https://ror.org/01rjfjt94","country_code":"US","type":"education","lineage":["https://openalex.org/I48168531"]},{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Chunwei Miao","raw_affiliation_strings":["No. 932 South Lushan Road, Changsha Hunan, 410083, P.R. China","The School of Computer Science and Engineering, Central South University, Changsha, 410083, China","The School of Computer Science and Technology, Changsha University of Science and Technology, Changsha, Hunan, 410076, China"],"affiliations":[{"raw_affiliation_string":"No. 932 South Lushan Road, Changsha Hunan, 410083, P.R. China","institution_ids":["https://openalex.org/I48168531"]},{"raw_affiliation_string":"The School of Computer Science and Engineering, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"The School of Computer Science and Technology, Changsha University of Science and Technology, Changsha, Hunan, 410076, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031955373","display_name":"Jinhong Yang","orcid":"https://orcid.org/0000-0002-8356-835X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I48168531","display_name":"South University","ror":"https://ror.org/01rjfjt94","country_code":"US","type":"education","lineage":["https://openalex.org/I48168531"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Jinhong Yang","raw_affiliation_strings":["No. 932 South Lushan Road, Changsha Hunan, 410083, P.R. China","The School of Computer Science and Engineering, Central South University, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"No. 932 South Lushan Road, Changsha Hunan, 410083, P.R. China","institution_ids":["https://openalex.org/I48168531"]},{"raw_affiliation_string":"The School of Computer Science and Engineering, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011951226","display_name":"Yunfei Chen","orcid":"https://orcid.org/0009-0008-6199-7429"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfei Chen","raw_affiliation_strings":["Big Data Institute, Central South University, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"Big Data Institute, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025779065"],"corresponding_institution_ids":["https://openalex.org/I139660479","https://openalex.org/I48168531","https://openalex.org/I56934997"],"apc_list":{"value":1350,"currency":"USD","value_usd":1350},"apc_paid":{"value":1350,"currency":"USD","value_usd":1350},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23789208,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"38","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.23070000112056732,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.23070000112056732,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.121799997985363,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.09160000085830688,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6962000131607056},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5835000276565552},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.4799000024795532},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4717000126838684},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.45739999413490295},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"Uncertainty quantification","score":0.43230000138282776},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.41670000553131104},{"id":"https://openalex.org/keywords/robust-optimization","display_name":"Robust optimization","score":0.40869998931884766},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.34880000352859497}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6980999708175659},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6962000131607056},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5835000276565552},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.4799000024795532},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4717000126838684},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.45739999413490295},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.43230000138282776},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.41670000553131104},{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.40869998931884766},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.34880000352859497},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.34439998865127563},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.32109999656677246},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.3127000033855438},{"id":"https://openalex.org/C177803969","wikidata":"https://www.wikidata.org/wiki/Q29205","display_name":"Uncertainty analysis","level":2,"score":0.3122999966144562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31200000643730164},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3084000051021576},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3043000102043152},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.30390000343322754},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.30390000343322754},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.2994999885559082},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.29840001463890076},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29179999232292175},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.28999999165534973},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.27790001034736633},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2777999937534332},{"id":"https://openalex.org/C137209882","wikidata":"https://www.wikidata.org/wiki/Q1403517","display_name":"Measurement uncertainty","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.27480000257492065},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2578999996185303},{"id":"https://openalex.org/C182448111","wikidata":"https://www.wikidata.org/wiki/Q7281197","display_name":"Radio resource management","level":4,"score":0.25270000100135803},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.25200000405311584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s44443-026-00465-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-026-00465-4","pdf_url":null,"source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s44443-026-00465-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-026-00465-4","pdf_url":null,"source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W113733777","https://openalex.org/W1970830346","https://openalex.org/W2076618955","https://openalex.org/W2111959010","https://openalex.org/W2127351001","https://openalex.org/W2161190959","https://openalex.org/W2171506759","https://openalex.org/W2225156818","https://openalex.org/W2762342550","https://openalex.org/W2960357868","https://openalex.org/W2962249778","https://openalex.org/W2966434009","https://openalex.org/W3010366570","https://openalex.org/W3010657985","https://openalex.org/W3090204745","https://openalex.org/W3102100346","https://openalex.org/W3110675837","https://openalex.org/W3111499798","https://openalex.org/W3135266904","https://openalex.org/W3149839747","https://openalex.org/W3152787073","https://openalex.org/W3168421040","https://openalex.org/W3183048323","https://openalex.org/W3207223249","https://openalex.org/W3215554746","https://openalex.org/W4226389595","https://openalex.org/W4327767825","https://openalex.org/W4360897377","https://openalex.org/W4383212265","https://openalex.org/W4385196566","https://openalex.org/W4385522082","https://openalex.org/W4387717500","https://openalex.org/W4387882797","https://openalex.org/W4392024454","https://openalex.org/W4394858631","https://openalex.org/W4400771735","https://openalex.org/W4402198496","https://openalex.org/W4403826468","https://openalex.org/W4409146481","https://openalex.org/W4413267762","https://openalex.org/W4413426409","https://openalex.org/W7116694432"],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"the":[3,13,21,36,66,92,103,109,118,122,154],"problem":[4],"of":[5,15,23,38,106,121],"power":[6,89,136],"allocation":[7],"in":[8,42,144],"wireless":[9,67,166],"communication":[10,68,115,141],"systems":[11],"from":[12],"perspective":[14],"uncertainty":[16,58,61,84,107],"quantification,":[17],"aiming":[18],"to":[19,34],"enhance":[20],"reliability":[22],"deep":[24,40,164],"learning-based":[25,165],"approaches":[26],"under":[27],"practical":[28,159],"constraints.":[29],"The":[30,131],"primary":[31],"objective":[32],"is":[33,78,99],"address":[35,54],"limitations":[37],"traditional":[39],"models":[41],"scenarios":[43],"with":[44,87],"limited":[45],"data,":[46],"noise":[47],"interference,":[48],"and":[49,59,128,146,160],"model":[50,57,126],"capacity":[51],"bottlenecks.":[52],"To":[53],"this":[55],"challenge,":[56],"aleatoric":[60],"are":[62],"formally":[63],"defined":[64],"within":[65],"context.":[69],"A":[70],"robust":[71],"optimization":[72],"framework":[73],"based":[74],"on":[75,108,114],"Bayesian":[76],"learning":[77],"introduced.":[79],"Furthermore,":[80],"by":[81],"integrating":[82],"an":[83],"quantification":[85],"module":[86],"a":[88,158],"adaptation":[90],"module,":[91],"Variational":[93],"Autoencoder":[94],"Power":[95],"Allocation":[96],"Algorithm":[97],"(VAEPA)":[98],"designed,":[100],"significantly":[101,133],"mitigating":[102],"adverse":[104],"effects":[105],"optimisation":[110],"process.":[111],"Extensive":[112],"experiments":[113],"datasets":[116],"demonstrate":[117],"strong":[119],"robustness":[120],"proposed":[123,155],"method":[124],"against":[125],"misspecification":[127],"data":[129],"outliers.":[130],"algorithm":[132],"reduces":[134],"average":[135],"consumption":[137],"while":[138],"maintaining":[139],"high":[140],"rates,":[142],"particularly":[143],"power-limited":[145],"large-scale":[147],"deployment":[148],"scenarios.":[149],"These":[150],"results":[151],"suggest":[152],"that":[153],"approach":[156],"provides":[157],"reliable":[161],"solution":[162],"for":[163],"resource":[167],"optimization.":[168]},"counts_by_year":[],"updated_date":"2026-04-04T06:10:10.580331","created_date":"2026-01-30T00:00:00"}