{"id":"https://openalex.org/W4387870322","doi":"https://doi.org/10.1109/icc45041.2023.10278961","title":"Adaptive CSI Feedback for Deep Learning-Enabled Image Transmission","display_name":"Adaptive CSI Feedback for Deep Learning-Enabled Image Transmission","publication_year":2023,"publication_date":"2023-05-28","ids":{"openalex":"https://openalex.org/W4387870322","doi":"https://doi.org/10.1109/icc45041.2023.10278961"},"language":"en","primary_location":{"id":"doi:10.1109/icc45041.2023.10278961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45041.2023.10278961","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - IEEE International Conference on Communications","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101487990","display_name":"Guangyi Zhang","orcid":"https://orcid.org/0009-0002-2169-311X"},"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":"Guangyi Zhang","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University,Hangzhou,China","College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Communication and Networking (IPCAN), Zhejiang Provincial Key Laboratory of Information Processing, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University,Hangzhou,China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Communication and Networking (IPCAN), Zhejiang Provincial Key Laboratory of Information Processing, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051892787","display_name":"Qiyu Hu","orcid":"https://orcid.org/0000-0002-8540-7197"},"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":"Qiyu Hu","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University,Hangzhou,China","Communication and Networking (IPCAN), Zhejiang Provincial Key Laboratory of Information Processing, Hangzhou, China","College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University,Hangzhou,China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Communication and Networking (IPCAN), Zhejiang Provincial Key Laboratory of Information Processing, Hangzhou, China","institution_ids":[]},{"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/A5100525796","display_name":"Yunlong Cai","orcid":null},"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","Communication and Networking (IPCAN), Zhejiang Provincial Key Laboratory of Information Processing, Hangzhou, China","College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University,Hangzhou,China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Communication and Networking (IPCAN), Zhejiang Provincial Key Laboratory of Information Processing, Hangzhou, China","institution_ids":[]},{"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/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","Communication and Networking (IPCAN), Zhejiang Provincial Key Laboratory of Information Processing, Hangzhou, China","College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University,Hangzhou,China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Communication and Networking (IPCAN), Zhejiang Provincial Key Laboratory of Information Processing, Hangzhou, China","institution_ids":[]},{"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":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4163","last_page":"4168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9997000098228455,"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":0.9997000098228455,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9979000091552734,"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/computer-science","display_name":"Computer science","score":0.7720717787742615},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6118361949920654},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5789996981620789},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5537993907928467},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.5515590906143188},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5405352115631104},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5091599822044373},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.49135032296180725},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.4898693263530731},{"id":"https://openalex.org/keywords/precoding","display_name":"Precoding","score":0.46771660447120667},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4471931755542755},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4146432876586914},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.36561858654022217},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3617352843284607},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3593696355819702},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13671371340751648},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12710297107696533}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7720717787742615},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6118361949920654},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5789996981620789},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5537993907928467},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.5515590906143188},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5405352115631104},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5091599822044373},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.49135032296180725},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.4898693263530731},{"id":"https://openalex.org/C160562895","wikidata":"https://www.wikidata.org/wiki/Q7239557","display_name":"Precoding","level":4,"score":0.46771660447120667},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4471931755542755},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4146432876586914},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.36561858654022217},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3617352843284607},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3593696355819702},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13671371340751648},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12710297107696533},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc45041.2023.10278961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45041.2023.10278961","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1995875735","https://openalex.org/W2099721949","https://openalex.org/W2478708596","https://openalex.org/W2488994925","https://openalex.org/W2946071064","https://openalex.org/W2946889564","https://openalex.org/W2963145597","https://openalex.org/W2963676935","https://openalex.org/W3003689553","https://openalex.org/W3016715915","https://openalex.org/W3036851434","https://openalex.org/W3112756300","https://openalex.org/W3170853162","https://openalex.org/W3183856285","https://openalex.org/W3201394241","https://openalex.org/W4296415377","https://openalex.org/W4312050602","https://openalex.org/W4365420366","https://openalex.org/W6838693796","https://openalex.org/W6843358792"],"related_works":["https://openalex.org/W2489379490","https://openalex.org/W2141031289","https://openalex.org/W2167568384","https://openalex.org/W2116541631","https://openalex.org/W2514205366","https://openalex.org/W3173074004","https://openalex.org/W2059045613","https://openalex.org/W1976511355","https://openalex.org/W2544668827","https://openalex.org/W884630482"],"abstract_inverted_index":{"Recently,":[0],"deep":[1],"learning-enabled":[2],"joint-source":[3],"channel":[4,109],"coding":[5],"(JSCC)":[6],"has":[7],"received":[8],"increasing":[9],"attention":[10],"due":[11],"to":[12,83,133,169],"its":[13,56],"great":[14],"success":[15],"in":[16,162],"image":[17,42,54,179],"transmission.":[18],"However,":[19],"most":[20],"existing":[21],"JSCC":[22,38,60,164],"studies":[23],"only":[24],"focus":[25],"on":[26,66,102],"single-input":[27],"single-output":[28],"(SISO)":[29],"channels.":[30,48],"In":[31,126],"this":[32,103],"paper,":[33],"we":[34,70,105,128],"first":[35],"propose":[36,106],"a":[37,130],"system":[39],"for":[40,115,153],"wireless":[41],"transmission":[43,180],"over":[44],"multiple-input":[45],"multiple-output":[46],"(MIMO)":[47],"As":[49],"the":[50,59,73,84,95,119,123,135,143,149,154,163,172,178],"complexity":[51],"of":[52,138],"an":[53,107],"determines":[55],"reconstruction":[57,64,77,99,136,160],"difficulty,":[58],"achieves":[61],"quite":[62],"different":[63,67],"performances":[65],"images.":[68],"Moreover,":[69],"observe":[71],"that":[72,142,171],"images":[74,96,156],"with":[75,90,97,157,182],"higher":[76],"qualities":[78,161],"are":[79],"generally":[80],"more":[81],"robust":[82],"noise,":[85],"and":[86],"can":[87,146,175],"be":[88],"allocated":[89],"less":[91],"communication":[92],"resources":[93],"than":[94],"lower":[98],"qualities.":[100],"Based":[101],"observation,":[104],"adaptive":[108],"state":[110],"information":[111],"(CSI)":[112],"feedback":[113,124,151,184],"scheme":[114,145,174],"precoding,":[116],"which":[117],"improves":[118],"effectiveness":[120],"by":[121],"adjusting":[122],"overhead.":[125,185],"particular,":[127],"develop":[129],"performance":[131,181],"evaluator":[132],"predict":[134],"quality":[137],"each":[139],"image,":[140],"so":[141],"proposed":[144,173],"adaptively":[147],"decrease":[148],"CSI":[150],"overhead":[152],"transmitted":[155],"high":[158],"predicted":[159],"system.":[165],"We":[166],"perform":[167],"experiments":[168],"demonstrate":[170],"significantly":[176],"improve":[177],"much-reduced":[183]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}