{"id":"https://openalex.org/W4400077900","doi":"https://doi.org/10.1109/twc.2024.3417305","title":"Power Control for NN-Based Wireless Distributed Inference With Improved Model Calibration","display_name":"Power Control for NN-Based Wireless Distributed Inference With Improved Model Calibration","publication_year":2024,"publication_date":"2024-06-27","ids":{"openalex":"https://openalex.org/W4400077900","doi":"https://doi.org/10.1109/twc.2024.3417305"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2024.3417305","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2024.3417305","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Wireless Communications","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/A5013593145","display_name":"Qiushuo Hou","orcid":"https://orcid.org/0000-0003-1132-9058"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiushuo Hou","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1132-9058","affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089306758","display_name":"Mengyuan Lee","orcid":"https://orcid.org/0000-0001-7686-0507"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyuan Lee","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7686-0507","affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079187892","display_name":"Guanding Yu","orcid":"https://orcid.org/0000-0003-1354-2557"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanding Yu","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1354-2557","affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034376590","display_name":"Yunlong Cai","orcid":"https://orcid.org/0000-0001-9418-1700"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunlong Cai","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9418-1700","affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013593145"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.3364,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57162632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"23","issue":"10","first_page":"14591","last_page":"14604"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9961000084877014,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9961000084877014,"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/T11932","display_name":"Wireless Body Area Networks","score":0.9872999787330627,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9725000262260437,"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/computer-science","display_name":"Computer science","score":0.6852200627326965},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6584147214889526},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6172236204147339},{"id":"https://openalex.org/keywords/power-control","display_name":"Power control","score":0.5839380025863647},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.5543208718299866},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.44366469979286194},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4382566213607788},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.40207386016845703},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3137613534927368},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2286212146282196},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15385988354682922},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14556583762168884}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6852200627326965},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6584147214889526},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6172236204147339},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.5839380025863647},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.5543208718299866},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.44366469979286194},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4382566213607788},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.40207386016845703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3137613534927368},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2286212146282196},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15385988354682922},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14556583762168884},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2024.3417305","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2024.3417305","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8600000143051147}],"awards":[{"id":"https://openalex.org/G1873216522","display_name":null,"funder_award_id":"U22A2004","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1553101044","https://openalex.org/W2161094289","https://openalex.org/W2342840547","https://openalex.org/W2566079294","https://openalex.org/W2640408555","https://openalex.org/W2797462110","https://openalex.org/W2885033069","https://openalex.org/W2965711922","https://openalex.org/W3114678595","https://openalex.org/W3176474016","https://openalex.org/W4205433696","https://openalex.org/W4280545185","https://openalex.org/W4289435400","https://openalex.org/W4306313214","https://openalex.org/W4383113472","https://openalex.org/W4387010331","https://openalex.org/W6704559304","https://openalex.org/W6739651123","https://openalex.org/W6745136726","https://openalex.org/W6745891213","https://openalex.org/W6751754606","https://openalex.org/W6754615192","https://openalex.org/W6757740418","https://openalex.org/W6760229103","https://openalex.org/W6764214684","https://openalex.org/W6773813882","https://openalex.org/W6774120203","https://openalex.org/W6777380697","https://openalex.org/W6784459621","https://openalex.org/W6845991869"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W4321636575","https://openalex.org/W1986418932","https://openalex.org/W2357796999","https://openalex.org/W2045526782","https://openalex.org/W2741131631","https://openalex.org/W2156919374","https://openalex.org/W1984019423","https://openalex.org/W2908230797","https://openalex.org/W2377202261"],"abstract_inverted_index":{"In":[0,89],"recent":[1],"years,":[2],"the":[3,118,139,151,162,180,183,187,191,201,205,215,220,223,241],"application":[4],"of":[5,121,190,207,222],"neural":[6],"networks":[7],"(NNs)":[8],"in":[9,53,156,264],"wireless":[10,96,157],"communication":[11,50,97],"has":[12],"garnered":[13],"widespread":[14],"attention":[15],"and":[16,37,102,154,186,204,233],"proven":[17],"successful.":[18],"However,":[19,75],"conventional":[20],"learning-based":[21],"NNs":[22,122,135],"often":[23,78],"suffer":[24],"from":[25],"poor":[26],"calibration,":[27],"meaning":[28],"that":[29,133,218,255],"they":[30],"struggle":[31],"to":[32,63,107,159,178,268],"reliably":[33],"quantify":[34],"prediction":[35],"confidence":[36,141,164],"lack":[38],"proper":[39],"uncertainty":[40],"estimation.":[41],"This":[42],"limitation":[43],"becomes":[44],"especially":[45],"critical":[46],"for":[47,86],"next":[48],"generation":[49],"systems,":[51],"particularly":[52],"complex":[54],"industrial":[55],"scenarios":[56],"with":[57],"stringent":[58],"reliability":[59],"requirements.":[60],"Previous":[61],"efforts":[62],"enhance":[64],"model":[65,109,224,265],"calibration":[66,116,266],"have":[67],"primarily":[68],"centered":[69],"on":[70,114,246],"modifying":[71],"NNs\u2019":[72],"training":[73],"processes.":[74],"these":[76],"methods":[77],"demand":[79],"significant":[80,262],"computing":[81],"resources,":[82],"making":[83],"them":[84],"impractical":[85],"resource-constrained":[87],"scenarios.":[88],"this":[90,147],"paper,":[91],"we":[92,149,171,194,239],"investigate":[93],"a":[94,104,125,234],"distributed":[95],"system":[98],"involving":[99],"multiple":[100],"users":[101],"propose":[103],"novel":[105],"approach":[106],"improve":[108],"calibration.":[110,209,227],"Our":[111],"method":[112,260],"focuses":[113],"enhancing":[115],"during":[117],"inference":[119],"stage":[120],"by":[123,199],"introducing":[124],"power":[126,244,258],"control":[127,259],"mechanism.":[128],"Notably,":[129],"existing":[130],"research":[131],"indicates":[132],"many":[134],"exhibit":[136],"overconfidence,":[137],"i.e.,":[138],"NN\u2019s":[140,163],"exceeds":[142],"its":[143],"actual":[144],"accuracy.":[145,167],"Leveraging":[146],"insight,":[148],"exploit":[150],"inherent":[152],"noise":[153],"fading":[155],"systems":[158],"naturally":[160],"reduce":[161],"while":[165],"preserving":[166],"To":[168],"achieve":[169],"this,":[170],"employ":[172],"linear":[173],"relaxation-based":[174],"perturbation":[175,189,217],"analysis":[176],"(LiRPA)":[177],"approximate":[179],"relationship":[181,203],"between":[182],"perturbed":[184],"output":[185],"input":[188,216],"NN.":[192],"Subsequently,":[193],"devise":[195],"an":[196],"optimization":[197],"problem":[198],"leveraging":[200],"analyzed":[202],"definition":[206],"perfect":[208,226],"It":[210],"is":[211],"aimed":[212],"at":[213],"finding":[214],"maximizes":[219],"probability":[221],"achieving":[225],"Finally,":[228],"considering":[229],"different":[230],"channel":[231],"conditions":[232],"given":[235],"specific":[236],"modulation":[237],"method,":[238],"derive":[240],"optimal":[242],"transmission":[243],"based":[245],"bit":[247],"error":[248],"rate":[249],"(BER)":[250],"formula.":[251],"Simulation":[252],"results":[253],"demonstrate":[254],"our":[256],"proposed":[257],"exhibits":[261],"advantages":[263],"compared":[267],"several":[269],"traditional":[270],"approaches.":[271]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
