{"id":"https://openalex.org/W4293094645","doi":"https://doi.org/10.1109/vtc2022-spring54318.2022.9860991","title":"Deep Learning-Based Optimal Transmission of Embedded Images Over Interference Channels","display_name":"Deep Learning-Based Optimal Transmission of Embedded Images Over Interference Channels","publication_year":2022,"publication_date":"2022-06-01","ids":{"openalex":"https://openalex.org/W4293094645","doi":"https://doi.org/10.1109/vtc2022-spring54318.2022.9860991"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2022-spring54318.2022.9860991","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2022-spring54318.2022.9860991","pdf_url":null,"source":{"id":"https://openalex.org/S4363607744","display_name":"2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring)","raw_type":"proceedings-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/A5036264779","display_name":"Jiyoung Pyo","orcid":null},"institutions":[{"id":"https://openalex.org/I24062138","display_name":"Konkuk University","ror":"https://ror.org/025h1m602","country_code":"KR","type":"education","lineage":["https://openalex.org/I24062138"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jiyoung Pyo","raw_affiliation_strings":["Konkuk University,Computer Engineering,Seoul,South Korea,05029"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Konkuk University,Computer Engineering,Seoul,South Korea,05029","institution_ids":["https://openalex.org/I24062138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012704143","display_name":"Seok\u2010Ho Chang","orcid":"https://orcid.org/0000-0002-8982-6954"},"institutions":[{"id":"https://openalex.org/I24062138","display_name":"Konkuk University","ror":"https://ror.org/025h1m602","country_code":"KR","type":"education","lineage":["https://openalex.org/I24062138"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seok-Ho Chang","raw_affiliation_strings":["Konkuk University,Smart ICT Convergence,Seoul,South Korea,05029"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Konkuk University,Smart ICT Convergence,Seoul,South Korea,05029","institution_ids":["https://openalex.org/I24062138"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.059,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.26293746,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9991000294685364,"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7875328660011292},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.6857322454452515},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.601853609085083},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5501464605331421},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5428268313407898},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5209975838661194},{"id":"https://openalex.org/keywords/transmitter-power-output","display_name":"Transmitter power output","score":0.46543756127357483},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.4595462679862976},{"id":"https://openalex.org/keywords/power-control","display_name":"Power control","score":0.4322758913040161},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4122442901134491},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32907646894454956},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2739877700805664},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2265866994857788},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.22137236595153809},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19323357939720154},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.16903692483901978}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7875328660011292},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.6857322454452515},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.601853609085083},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5501464605331421},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5428268313407898},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5209975838661194},{"id":"https://openalex.org/C65422117","wikidata":"https://www.wikidata.org/wiki/Q358527","display_name":"Transmitter power output","level":4,"score":0.46543756127357483},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.4595462679862976},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.4322758913040161},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4122442901134491},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32907646894454956},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2739877700805664},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2265866994857788},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.22137236595153809},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19323357939720154},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.16903692483901978},{"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/vtc2022-spring54318.2022.9860991","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2022-spring54318.2022.9860991","pdf_url":null,"source":{"id":"https://openalex.org/S4363607744","display_name":"2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5099999904632568}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2022609646","https://openalex.org/W2063633854","https://openalex.org/W2066106659","https://openalex.org/W2071535572","https://openalex.org/W2100113593","https://openalex.org/W2102973024","https://openalex.org/W2116435411","https://openalex.org/W2142776236","https://openalex.org/W2161563727","https://openalex.org/W2164278757","https://openalex.org/W2343901765","https://openalex.org/W2588661471","https://openalex.org/W2979425427","https://openalex.org/W3143899217"],"related_works":["https://openalex.org/W2124240980","https://openalex.org/W2519403816","https://openalex.org/W2138759004","https://openalex.org/W2292005531","https://openalex.org/W2606858825","https://openalex.org/W2003870685","https://openalex.org/W2533637577","https://openalex.org/W4232438839","https://openalex.org/W2955945540","https://openalex.org/W938762042"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"consider":[4],"the":[5,16,33,53,59,64,74,79,124,142,162,173,177,186,200,203,230,250,256],"transmission":[6],"of":[7,24,36,44,81,83,91,105,110,127,180,188,210,235,267],"embedded":[8,31],"(or":[9],"progressive)":[10],"images":[11,181],"over":[12],"interference":[13,60,159],"channels":[14],"for":[15,41,141],"purposes":[17],"such":[18,156,192],"as":[19,193],"surveillance,":[20],"and":[21,38,63,88,185,196,207,228,245,264],"special":[22],"missions":[23],"public":[25],"safety":[26],"or":[27],"emergencies.":[28],"When":[29],"transmitting":[30],"images,":[32,236],"joint":[34],"optimization":[35,144,152,252],"source":[37],"channel":[39,92,111,128,189,212,242,268],"coding":[40],"a":[42,49,89,108,114,139,148,166,208,223,265],"series":[43],"numerous":[45],"packets":[46,99],"has":[47],"been":[48,120],"challenging":[50],"problem.":[51,145],"Further,":[52],"problem":[54],"is":[55,61,70,77,100],"more":[56],"complicated":[57],"if":[58],"present":[62],"relevant":[65,251],"transmit":[66,86,205,262],"signal":[67],"power":[68,87,206,263],"control":[69],"also":[71],"involved":[72],"with":[73,240,249],"optimization.":[75],"This":[76],"because":[78],"number":[80],"ways":[82],"jointly":[84],"optimizing":[85,107],"set":[90,109,209,266],"codes":[93,129,213],"to":[94,97,130,154,182,214,217,255],"be":[95,183,215],"assigned":[96,216],"progressive":[98,131,218],"much":[101],"larger":[102],"than":[103],"that":[104,222,259],"solely":[106],"codes.":[112],"For":[113],"single":[115],"communication":[116],"link,":[117],"there":[118],"have":[119],"many":[121],"studies":[122,135],"about":[123],"optimal":[125,204,211],"allocation":[126],"packets,":[132],"but":[133],"those":[134],"do":[136],"not":[137],"provide":[138],"solution":[140],"aforementioned":[143],"We":[146,220],"propose":[147],"neural":[149,170,224],"network":[150,201,225],"based":[151,169],"method":[153,258],"address":[155],"issues":[157],"in":[158],"channels.":[160],"Specifically,":[161],"proposed":[163],"scheme":[164,271],"incorporates":[165],"fully-connected":[167],"layer":[168,175],"network,":[171],"where":[172],"input":[174],"takes":[176],"distortion-rate":[178,233],"characteristics":[179,234],"transmitted,":[184],"estimate":[187],"propagation":[190],"effects":[191],"path":[194],"loss":[195],"shadow":[197],"fading.":[198],"Then,":[199],"predicts":[202],"packets.":[219],"demonstrate":[221],"can":[226,246],"analyze":[227],"learn":[229],"highly":[231],"nonlinear":[232],"which":[237],"are":[238],"associated":[239],"wireless":[241],"fading":[243],"effects,":[244],"com":[247],"up":[248],"strategy.":[253],"Compared":[254],"baseline":[257],"separately":[260],"optimizes":[261],"codes,":[269],"our":[270],"offers":[272],"significantly":[273],"improved":[274],"peak-signal-to-noise":[275],"ratio":[276],"performance.":[277]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}