{"id":"https://openalex.org/W4415626626","doi":"https://doi.org/10.1109/twc.2025.3600880","title":"Adaptive Semantic Communication System for High-Quality Remote Sensing Image Transmission in Unstable Wireless Environments","display_name":"Adaptive Semantic Communication System for High-Quality Remote Sensing Image Transmission in Unstable Wireless Environments","publication_year":2025,"publication_date":"2025-10-28","ids":{"openalex":"https://openalex.org/W4415626626","doi":"https://doi.org/10.1109/twc.2025.3600880"},"language":null,"primary_location":{"id":"doi:10.1109/twc.2025.3600880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3600880","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":null,"display_name":"Zhangyayu Tan","orcid":"https://orcid.org/0009-0002-5097-0032"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangyayu Tan","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","College of Computer Science and Electronics Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0002-5097-0032","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"College of Computer Science and Electronics Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007713020","display_name":"Caiping Liu","orcid":"https://orcid.org/0000-0001-5821-9361"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caiping Liu","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","College of Computer Science and Electronics Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-5821-9361","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"College of Computer Science and Electronics Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062119492","display_name":"Kun Xie","orcid":"https://orcid.org/0000-0002-2163-2723"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Xie","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","College of Computer Science and Electronics Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-2163-2723","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"College of Computer Science and Electronics Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088413262","display_name":"Yudian Ouyang","orcid":"https://orcid.org/0000-0001-7110-2723"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yudian Ouyang","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","College of Computer Science and Electronics Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-7110-2723","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"College of Computer Science and Electronics Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102093481","display_name":"Jigang Wen","orcid":"https://orcid.org/0000-0002-7363-881X"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jigang Wen","raw_affiliation_strings":["School of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, China"],"raw_orcid":"https://orcid.org/0000-0002-7363-881X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106486109","display_name":"Guangxing Zhang","orcid":"https://orcid.org/0009-0002-2789-1723"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangxing Zhang","raw_affiliation_strings":["Department of Network Technology Research Center, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0002-2789-1723","affiliations":[{"raw_affiliation_string":"Department of Network Technology Research Center, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100698258","display_name":"Chen Dong","orcid":"https://orcid.org/0000-0001-5175-1662"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Chen","raw_affiliation_strings":["China Mobile Communications Group Company Ltd., Beijing, China","China Mobile Communications Group Co., Ltd, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile Communications Group Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I180662265"]},{"raw_affiliation_string":"China Mobile Communications Group Co., Ltd, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030689390","display_name":"Gaogang Xie","orcid":"https://orcid.org/0000-0003-4964-1135"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaogang Xie","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4964-1135","affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078793726","display_name":"Kenli Li","orcid":"https://orcid.org/0000-0002-2635-7716"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kenli Li","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","College of Computer Science and Electronics Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-2635-7716","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"College of Computer Science and Electronics Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":1.846,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86715829,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"25","issue":null,"first_page":"3001","last_page":"3015"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.5974000096321106,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.5974000096321106,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.20970000326633453,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.0142000000923872,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/wireless","display_name":"Wireless","score":0.5246999859809875},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.45730000734329224},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.44339999556541443},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.42879998683929443},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4230000078678131},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.4090999960899353},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.3880999982357025},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.367000013589859},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.36559998989105225}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8712999820709229},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5246999859809875},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.460999995470047},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.45730000734329224},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.44339999556541443},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.42879998683929443},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4230000078678131},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4104999899864197},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.4090999960899353},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.3880999982357025},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38370001316070557},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.367000013589859},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.36559998989105225},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.35839998722076416},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.35519999265670776},{"id":"https://openalex.org/C57890076","wikidata":"https://www.wikidata.org/wiki/Q4680725","display_name":"Adaptive coding","level":4,"score":0.353300005197525},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.3409000039100647},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.3215000033378601},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3158000111579895},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.3109000027179718},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2985999882221222},{"id":"https://openalex.org/C169805256","wikidata":"https://www.wikidata.org/wiki/Q1361381","display_name":"Transform coding","level":4,"score":0.2921999990940094},{"id":"https://openalex.org/C57654395","wikidata":"https://www.wikidata.org/wiki/Q1097775","display_name":"Compression artifact","level":5,"score":0.29010000824928284},{"id":"https://openalex.org/C198751489","wikidata":"https://www.wikidata.org/wiki/Q2195","display_name":"JPEG","level":3,"score":0.2851000130176544},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.2718999981880188},{"id":"https://openalex.org/C2780909371","wikidata":"https://www.wikidata.org/wiki/Q4801092","display_name":"Artificial noise","level":4,"score":0.26669999957084656},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.25540000200271606},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.25450000166893005}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2025.3600880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3600880","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":[],"awards":[{"id":"https://openalex.org/G1713809400","display_name":null,"funder_award_id":"62025201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1828228267","display_name":null,"funder_award_id":"62402172","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6028967678","display_name":null,"funder_award_id":"62321166652","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2107167880","https://openalex.org/W2108787612","https://openalex.org/W2128597305","https://openalex.org/W2148164553","https://openalex.org/W2500984297","https://openalex.org/W2515866431","https://openalex.org/W2589642737","https://openalex.org/W2766606340","https://openalex.org/W2946889564","https://openalex.org/W2969519626","https://openalex.org/W2984693532","https://openalex.org/W3016715915","https://openalex.org/W3035574324","https://openalex.org/W3047532379","https://openalex.org/W3107617916","https://openalex.org/W3113050802","https://openalex.org/W3125719944","https://openalex.org/W3157774958","https://openalex.org/W3166791908","https://openalex.org/W3185645081","https://openalex.org/W3198139956","https://openalex.org/W3207494168","https://openalex.org/W3213872105","https://openalex.org/W4253671238","https://openalex.org/W4287887971","https://openalex.org/W4307001235","https://openalex.org/W4312050893","https://openalex.org/W4312443924","https://openalex.org/W4312766166","https://openalex.org/W4312920619","https://openalex.org/W4315630799","https://openalex.org/W4320009770","https://openalex.org/W4372348936","https://openalex.org/W4381785967","https://openalex.org/W4382999114","https://openalex.org/W4390357418","https://openalex.org/W4390480875","https://openalex.org/W4392158764","https://openalex.org/W4399665795","https://openalex.org/W4400679943"],"related_works":[],"abstract_inverted_index":{"High-quality":[0],"remote":[1,32,108,218],"sensing":[2,109],"imagery":[3],"plays":[4],"a":[5,41,82,142],"vital":[6],"role":[7],"in":[8,31,213],"environmental":[9],"monitoring":[10],"and":[11,27,48,55,68,85,114,121,140,153,167,185,216,238,248],"disaster":[12],"management.":[13],"However,":[14],"transmitting":[15],"these":[16,78],"images":[17,110],"is":[18,96],"challenging":[19],"due":[20],"to":[21,51,62,71,116,129,147,161,164,177,180,191],"the":[22,131,135,150,172,182,187,196,206,240],"unstable":[23],"signal-to-noise":[24],"ratio":[25],"(SNR)":[26],"bandwidth":[28,168,249],"limitations":[29],"encountered":[30],"communications.":[33],"Semantic":[34],"communication,":[35],"particularly":[36],"deep":[37],"learning-based":[38],"methods,":[39],"offers":[40],"promising":[42],"solution":[43],"by":[44,242],"jointly":[45],"optimizing":[46],"source":[47],"channel":[49,66,223],"coding":[50],"achieve":[52,117,232],"data":[53],"compression":[54,84],"noise":[56,67,166],"resilience.":[57],"Nevertheless,":[58],"existing":[59],"methods":[60],"struggle":[61],"cope":[63],"with":[64,205],"varying":[65,165],"bandwidth,":[69],"leading":[70],"unsatisfactory":[72],"image":[73,210],"reconstruction":[74,234],"quality.":[75],"To":[76],"address":[77],"challenges,":[79],"we":[80,174],"propose":[81],"satellite-ground":[83],"transmission":[86,120,183,211],"system":[87,106],"called":[88],"Adaptive":[89],"Residual":[90],"Joint":[91,100],"Source-Channel":[92,101],"Coding":[93,102],"(ARJSCC),":[94],"which":[95],"based":[97],"on":[98],"Deep":[99],"(DeepJSCC).":[103],"The":[104,225],"ARJSCC":[105,124,160,204,230],"compresses":[107],"into":[111],"semantic":[112,132,151],"information":[113],"residuals":[115],"low":[118,246],"overhead":[119],"high-quality":[122],"reconstruction.":[123],"utilizes":[125],"an":[126],"attention":[127],"module":[128,146,190],"adjust":[130],"preference":[133],"of":[134],"model":[136],"for":[137,171],"different":[138],"SNRs,":[139],"deploys":[141],"variance-based":[143],"position":[144],"mask":[145],"flexibly":[148],"vary":[149],"length":[152],"further":[154],"compress":[155,178],"it.":[156],"These":[157],"designs":[158],"enable":[159],"automatically":[162],"adapt":[163],"conditions.":[169],"Moreover,":[170],"residual,":[173],"apply":[175],"BPG":[176],"it":[179],"reduce":[181],"cost":[184],"design":[186],"corresponding":[188],"enhancement":[189],"recover":[192],"its":[193],"details":[194],"from":[195],"noise-affected":[197],"compressed":[198],"residual.":[199],"We":[200],"experimentally":[201],"compare":[202],"our":[203],"recent":[207],"DeepJSCC-based":[208],"wireless":[209,222],"models":[212],"low-resolution":[214],"dataset":[215,219],"high-resolution":[217],"under":[220,245],"multiple":[221],"environments.":[224,250],"experimental":[226],"results":[227],"show":[228],"that":[229],"can":[231],"high":[233],"quality":[235],"exceeding":[236],"44dB,":[237],"outperform":[239],"competitors":[241],"4-6db":[243],"even":[244],"SNR":[247]},"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-29T00:00:00"}
