{"id":"https://openalex.org/W4410852787","doi":"https://doi.org/10.1109/lwc.2025.3574719","title":"MVJSCC: Adaptive Lightweight DeepJSCC for Semantic Image Transmission","display_name":"MVJSCC: Adaptive Lightweight DeepJSCC for Semantic Image Transmission","publication_year":2025,"publication_date":"2025-05-29","ids":{"openalex":"https://openalex.org/W4410852787","doi":"https://doi.org/10.1109/lwc.2025.3574719"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2025.3574719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2025.3574719","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","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/A5034347832","display_name":"Man Xu","orcid":"https://orcid.org/0009-0007-5450-4844"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Man Xu","raw_affiliation_strings":["Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China"],"raw_orcid":"https://orcid.org/0009-0007-5450-4844","affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","institution_ids":["https://openalex.org/I49835588"]},{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089368710","display_name":"Chan\u2013Tong Lam","orcid":"https://orcid.org/0000-0002-8022-7744"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Chan-Tong Lam","raw_affiliation_strings":["Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China"],"raw_orcid":"https://orcid.org/0000-0002-8022-7744","affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","institution_ids":["https://openalex.org/I49835588"]},{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024141201","display_name":"Yuanhui Liang","orcid":"https://orcid.org/0009-0003-1247-2451"},"institutions":[{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanhui Liang","raw_affiliation_strings":["School of Automation and Information Engineering, Sichuan University of Science and Engineering, Yibin, China"],"raw_orcid":"https://orcid.org/0009-0003-1247-2451","affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Sichuan University of Science and Engineering, Yibin, China","institution_ids":["https://openalex.org/I64852412"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ting Qiu","orcid":"https://orcid.org/0009-0006-9415-9697"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Ting Qiu","raw_affiliation_strings":["Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China"],"raw_orcid":"https://orcid.org/0009-0006-9415-9697","affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","institution_ids":["https://openalex.org/I49835588"]},{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031417415","display_name":"Benjamin K. Ng","orcid":null},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Benjamin K. Ng","raw_affiliation_strings":["Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China"],"raw_orcid":"https://orcid.org/0000-0001-5901-5694","affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","institution_ids":["https://openalex.org/I49835588"]},{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022394682","display_name":"Sio\u2010Kei Im","orcid":"https://orcid.org/0000-0002-5599-4300"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Sio-Kei Im","raw_affiliation_strings":["Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China"],"raw_orcid":"https://orcid.org/0000-0002-5599-4300","affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","institution_ids":["https://openalex.org/I49835588"]},{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China","institution_ids":["https://openalex.org/I49835588"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8699,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.8566873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"14","issue":"8","first_page":"2516","last_page":"2520"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9968000054359436,"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":0.9968000054359436,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.978600025177002,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9747999906539917,"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/computer-science","display_name":"Computer science","score":0.7400223016738892},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.500206470489502},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44420331716537476},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40140387415885925},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3534408211708069},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.33651435375213623},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17653849720954895}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7400223016738892},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.500206470489502},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44420331716537476},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40140387415885925},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3534408211708069},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.33651435375213623},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17653849720954895}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lwc.2025.3574719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2025.3574719","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4837994069","display_name":null,"funder_award_id":"0033/2023/RIA1","funder_id":"https://openalex.org/F4320321655","funder_display_name":"Science and Technology Development Fund"}],"funders":[{"id":"https://openalex.org/F4320321655","display_name":"Science and Technology Development Fund","ror":"https://ror.org/044vr6g03"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2946889564","https://openalex.org/W2963163009","https://openalex.org/W3034552520","https://openalex.org/W3107617916","https://openalex.org/W3201394241","https://openalex.org/W4229333757","https://openalex.org/W4387445863","https://openalex.org/W4388240236","https://openalex.org/W4399346966","https://openalex.org/W4400409682","https://openalex.org/W4400579059","https://openalex.org/W6730093588","https://openalex.org/W6759127422","https://openalex.org/W6802648153"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Existing":[0],"deep":[1],"joint":[2,51],"source-channel":[3,52],"coding":[4,53],"(DeepJSCC)":[5],"schemes":[6],"for":[7,59],"orthogonal":[8],"frequency":[9],"division":[10],"multiplexing":[11],"(OFDM)":[12],"systems":[13],"face":[14],"the":[15,30,93,104,117,125,129,142],"problems":[16],"of":[17,128],"high":[18],"computational":[19,126],"complexity":[20],"and":[21,34,107,153,170,183],"limited":[22],"dynamic":[23],"adaptability":[24],"over":[25,161],"multipath":[26],"fading":[27],"channels,":[28],"where":[29,101],"signal-to-noise":[31,149],"ratio":[32,150],"(SNR)":[33],"channel":[35,55,83,87,180],"state":[36],"information":[37],"(CSI)":[38],"varies":[39],"with":[40,54,74,164],"time.":[41],"To":[42],"address":[43],"these":[44],"challenges,":[45],"we":[46,113],"propose":[47,114],"a":[48,69,80,97],"lightweight":[49,70,81],"MobileViT-based":[50],"adaptation":[56,78,88],"block":[57,89],"mechanisms":[58],"wireless":[60],"semantic":[61],"transmission,":[62,76],"called":[63],"MVJSCC.":[64,137],"The":[65],"proposed":[66,136,143],"MVJSCC":[67,144,175],"adopts":[68],"autoencoder":[71],"structure":[72],"integrated":[73],"OFDM":[75],"achieving":[77],"through":[79],"efficient":[82],"attention":[84,99,105],"(ECA)":[85],"based":[86],"(CAB)":[90],"mechanism.":[91],"Specifically,":[92],"ECA":[94],"module":[95,132],"introduces":[96],"conditional":[98],"mechanism":[100],"SNR":[102],"controls":[103],"range":[106],"CSI":[108],"guides":[109],"feature":[110],"priority.":[111],"Moreover,":[112],"to":[115,122,178],"use":[116],"tensor-train":[118],"(TT)":[119],"decomposition":[120],"method":[121],"further":[123],"improve":[124],"efficiency":[127],"existing":[130],"MobileViT":[131],"used":[133],"in":[134],"our":[135],"Numerical":[138],"experiments":[139],"demonstrate":[140],"that":[141],"achieves":[145],"4":[146],"dB":[147],"peak":[148],"(PSNR)":[151],"gain":[152],"0.25":[154],"metric":[155],"structural":[156],"similarity":[157],"index":[158],"(SSIM)":[159],"improvement":[160],"conventional":[162],"DeepJSCC":[163],"50%":[165],"floating-point":[166],"operations":[167],"(FLOPs)":[168],"reduction":[169],"75%":[171],"parameter":[172],"reduction.":[173],"Furthermore,":[174],"is":[176],"robust":[177],"different":[179,184],"bandwidth":[181],"ratios":[182],"datasets.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}