{"id":"https://openalex.org/W3088171318","doi":"https://doi.org/10.1109/twc.2020.3024980","title":"Wireless Data Acquisition for Edge Learning: Data-Importance Aware Retransmission","display_name":"Wireless Data Acquisition for Edge Learning: Data-Importance Aware Retransmission","publication_year":2020,"publication_date":"2020-09-25","ids":{"openalex":"https://openalex.org/W3088171318","doi":"https://doi.org/10.1109/twc.2020.3024980","mag":"3088171318"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2020.3024980","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2020.3024980","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":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038776407","display_name":"Dongzhu Liu","orcid":"https://orcid.org/0000-0001-7820-9531"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["GB","HK"],"is_corresponding":true,"raw_author_name":"Dongzhu Liu","raw_affiliation_strings":["King\u2019s College London, London, U.K","The University of Hong Kong, Hong Kong","King's College London, London, U.K"],"raw_orcid":"https://orcid.org/0000-0001-7820-9531","affiliations":[{"raw_affiliation_string":"King\u2019s College London, London, U.K","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"The University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"King's College London, London, U.K","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004583148","display_name":"Guangxu Zhu","orcid":"https://orcid.org/0000-0001-9532-9201"},"institutions":[{"id":"https://openalex.org/I4210099586","display_name":"Shenzhen Research Institute of Big Data","ror":"https://ror.org/00z1gwf89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099586"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Guangxu Zhu","raw_affiliation_strings":["Shenzhen Research Institute of Big Data, Shenzhen, China","The University of Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0001-9532-9201","affiliations":[{"raw_affiliation_string":"Shenzhen Research Institute of Big Data, Shenzhen, China","institution_ids":["https://openalex.org/I4210099586"]},{"raw_affiliation_string":"The University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004445618","display_name":"Qunsong Zeng","orcid":"https://orcid.org/0000-0002-0600-1229"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Qunsong Zeng","raw_affiliation_strings":["The University of Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-0600-1229","affiliations":[{"raw_affiliation_string":"The University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433167","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0002-5222-1898"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["The HongKong Polytechnic University, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-5222-1898","affiliations":[{"raw_affiliation_string":"The HongKong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007131492","display_name":"Kaibin Huang","orcid":"https://orcid.org/0000-0001-8773-4629"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kaibin Huang","raw_affiliation_strings":["The University of Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0001-8773-4629","affiliations":[{"raw_affiliation_string":"The University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038776407"],"corresponding_institution_ids":["https://openalex.org/I183935753","https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":4.3486,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.95341777,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"20","issue":"1","first_page":"406","last_page":"420"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9993000030517578,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9987999796867371,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9983000159263611,"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":0.8532497882843018},{"id":"https://openalex.org/keywords/retransmission","display_name":"Retransmission","score":0.6286636590957642},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5002486705780029},{"id":"https://openalex.org/keywords/automatic-repeat-request","display_name":"Automatic repeat request","score":0.4771399199962616},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.47224754095077515},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4549441337585449},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.417781263589859},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.41750848293304443},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4165293872356415},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.36902856826782227},{"id":"https://openalex.org/keywords/hybrid-automatic-repeat-request","display_name":"Hybrid automatic repeat request","score":0.28773361444473267},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.25311461091041565},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24801483750343323},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.1753098964691162}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8532497882843018},{"id":"https://openalex.org/C180611318","wikidata":"https://www.wikidata.org/wiki/Q7316902","display_name":"Retransmission","level":3,"score":0.6286636590957642},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5002486705780029},{"id":"https://openalex.org/C171952454","wikidata":"https://www.wikidata.org/wiki/Q29522","display_name":"Automatic repeat request","level":4,"score":0.4771399199962616},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.47224754095077515},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4549441337585449},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.417781263589859},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.41750848293304443},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4165293872356415},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.36902856826782227},{"id":"https://openalex.org/C118437007","wikidata":"https://www.wikidata.org/wiki/Q1017139","display_name":"Hybrid automatic repeat request","level":3,"score":0.28773361444473267},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.25311461091041565},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24801483750343323},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.1753098964691162},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/twc.2020.3024980","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2020.3024980","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"},{"id":"pmh:oai:eprints.gla.ac.uk:320649","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Articles"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-117518","is_oa":false,"landing_page_url":"http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000607808800029","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:repository.ust.hk:1783.1-117518","is_oa":false,"landing_page_url":"http://repository.ust.hk/ir/Record/1783.1-117518","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:eprints.gla.ac.uk:320649","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Articles"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2669010058","display_name":null,"funder_award_id":"GHP/016/18GD","funder_id":"https://openalex.org/F4320326427","funder_display_name":"Innovation and Technology Fund"},{"id":"https://openalex.org/G517546600","display_name":null,"funder_award_id":"17208319","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"},{"id":"https://openalex.org/G5502925390","display_name":null,"funder_award_id":"62001310","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7151033451","display_name":null,"funder_award_id":"KQTD2015033114415450","funder_id":"https://openalex.org/F4320335790","funder_display_name":"Shenzhen Peacock Plan"},{"id":"https://openalex.org/G7841703941","display_name":null,"funder_award_id":"17209917","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321592","display_name":"Research Grants Council, University Grants Committee","ror":"https://ror.org/00djwmt25"},{"id":"https://openalex.org/F4320326427","display_name":"Innovation and Technology Fund","ror":null},{"id":"https://openalex.org/F4320335790","display_name":"Shenzhen Peacock Plan","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W49331655","https://openalex.org/W104184427","https://openalex.org/W837560794","https://openalex.org/W1480376833","https://openalex.org/W1564264547","https://openalex.org/W2002011878","https://openalex.org/W2003554765","https://openalex.org/W2015452969","https://openalex.org/W2036249843","https://openalex.org/W2098742124","https://openalex.org/W2101445284","https://openalex.org/W2112796928","https://openalex.org/W2120103401","https://openalex.org/W2124776405","https://openalex.org/W2128678390","https://openalex.org/W2134786865","https://openalex.org/W2149918488","https://openalex.org/W2157239837","https://openalex.org/W2535838896","https://openalex.org/W2624989916","https://openalex.org/W2626444157","https://openalex.org/W2740005962","https://openalex.org/W2769644379","https://openalex.org/W2790280241","https://openalex.org/W2793925626","https://openalex.org/W2884335854","https://openalex.org/W2891691179","https://openalex.org/W2903530992","https://openalex.org/W2911269749","https://openalex.org/W2913570153","https://openalex.org/W2914331073","https://openalex.org/W2915757499","https://openalex.org/W2946889564","https://openalex.org/W2957287280","https://openalex.org/W2962691244","https://openalex.org/W2962788286","https://openalex.org/W2964028508","https://openalex.org/W2964169433","https://openalex.org/W2975064142","https://openalex.org/W2979359324","https://openalex.org/W3004277316","https://openalex.org/W3038028469","https://openalex.org/W3080796432","https://openalex.org/W4206723194","https://openalex.org/W4285719527","https://openalex.org/W4288273743","https://openalex.org/W4297687186","https://openalex.org/W6604254268","https://openalex.org/W6675379234","https://openalex.org/W6679227803","https://openalex.org/W6683380652","https://openalex.org/W6746200960","https://openalex.org/W6756569172","https://openalex.org/W6756794323","https://openalex.org/W6758190816","https://openalex.org/W6759226220","https://openalex.org/W6767131003"],"related_works":["https://openalex.org/W2103155234","https://openalex.org/W2127189535","https://openalex.org/W2763497883","https://openalex.org/W2158575307","https://openalex.org/W3110073149","https://openalex.org/W2105872083","https://openalex.org/W2365676469","https://openalex.org/W1992680549","https://openalex.org/W2807781817","https://openalex.org/W2163756625"],"abstract_inverted_index":{"By":[0],"deploying":[1],"machine-learning":[2],"algorithms":[3],"at":[4,58],"the":[5,12,51,67,93,108,134,139,162,180,190,202,211,234,269,279],"network":[6],"edge,":[7],"edge":[8,60],"learning":[9,56,128],"can":[10,130],"leverage":[11],"enormous":[13],"real-time":[14],"data":[15,47,86,120,157,194,221,261],"generated":[16],"by":[17,198,225],"billions":[18],"of":[19,53,70,83,164,184,192,215],"mobile":[20,29],"devices":[21],"to":[22,40,49,77,201,210,263],"train":[23],"AI":[24],"models,":[25],"which":[26,126],"enable":[27],"intelligent":[28],"applications.":[30],"In":[31],"this":[32,63],"emerging":[33],"research":[34],"area,":[35],"one":[36],"key":[37],"direction":[38],"is":[39,105,142,175,196,207,223,275,281],"efficiently":[41],"utilize":[42],"radio":[43],"resources":[44],"for":[45,87,170,232],"wireless":[46,260],"acquisition":[48,262],"minimize":[50],"latency":[52],"executing":[54],"a":[55,95,119,143,165,193],"task":[57],"an":[59],"server.":[61],"Along":[62],"direction,":[64],"we":[65],"consider":[66],"specific":[68],"problem":[69],"retransmission":[71,97],"decision":[72,203],"in":[73,259],"each":[74],"communication":[75],"round":[76],"ensure":[78],"both":[79,233],"reliability":[80],"and":[81,129,156,236,243,257],"quantity":[82],"those":[84],"training":[85],"accelerating":[88],"model":[89,135,183,214,266],"convergence.":[90],"To":[91],"solve":[92],"problem,":[94],"new":[96],"protocol":[98,141],"called":[99],"data-importance":[100],"aware":[101],"automatic-repeat-request":[102],"(importance":[103],"ARQ)":[104],"proposed.":[106],"Unlike":[107],"classic":[109,181],"ARQ":[110,116,251],"focusing":[111],"merely":[112],"on":[113,123,179],"reliability,":[114],"importance":[115,171,250],"selectively":[117],"retransmits":[118],"sample":[121,195],"based":[122,168,178],"its":[124,199],"uncertainty":[125,191,222],"helps":[127],"be":[131],"measured":[132,197,224],"using":[133,238],"under":[136],"training.":[137],"Underpinning":[138],"proposed":[140],"derived":[144,177],"elegant":[145],"communication-learning":[146],"relation":[147,160],"between":[148],"two":[149],"corresponding":[150],"metrics,":[151],"i.e.,":[152],"signal-to-noise":[153],"ratio":[154],"(SNR)":[155],"uncertainty.":[158],"This":[159],"facilitates":[161],"design":[163],"simple":[166],"threshold":[167],"policy":[169,174,206],"ARQ.":[172,272],"The":[173,205,273],"first":[176],"classifier":[182],"support":[185],"vector":[186],"machine":[187],"(SVM),":[188],"where":[189,220],"distance":[200],"boundary.":[204],"then":[208],"extended":[209],"more":[212,276],"complex":[213],"convolutional":[216],"neural":[217],"networks":[218],"(CNN)":[219],"entropy.":[226],"Extensive":[227],"experiments":[228],"have":[229],"been":[230],"conducted":[231],"SVM":[235],"CNN":[237],"real":[239],"datasets":[240],"with":[241,254],"balanced":[242],"imbalanced":[244],"distributions.":[245],"Experimental":[246],"results":[247],"demonstrate":[248],"that":[249],"effectively":[252],"copes":[253],"channel":[255],"fading":[256],"noise":[258],"achieve":[264],"faster":[265],"convergence":[267],"than":[268],"conventional":[270],"channel-aware":[271],"gain":[274],"significant":[277],"when":[278],"dataset":[280],"imbalanced.":[282]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}