{"id":"https://openalex.org/W4293057621","doi":"https://doi.org/10.1109/vtc2022-spring54318.2022.9860916","title":"Neural Network-Based optimization of Progressive Image Transmission in MIMO Systems","display_name":"Neural Network-Based optimization of Progressive Image Transmission in MIMO Systems","publication_year":2022,"publication_date":"2022-06-01","ids":{"openalex":"https://openalex.org/W4293057621","doi":"https://doi.org/10.1109/vtc2022-spring54318.2022.9860916"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2022-spring54318.2022.9860916","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2022-spring54318.2022.9860916","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":"middle","author":{"id":"https://openalex.org/A5009885710","display_name":"Sang\u2010Hyo Kim","orcid":"https://orcid.org/0000-0002-0660-5516"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sang-Hyo Kim","raw_affiliation_strings":["Sungkyunkwan University,Information and Communication Engineering,Suwon,South Korea,16419"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University,Information and Communication Engineering,Suwon,South Korea,16419","institution_ids":["https://openalex.org/I848706"]}]},{"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":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3189,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.38778442,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"14","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9997000098228455,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9984999895095825,"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9976999759674072,"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":0.7316622734069824},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.660245954990387},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.5811008810997009},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5406453609466553},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.511284589767456},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5014317035675049},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4419044256210327},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4186706840991974},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.41769009828567505},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4102596640586853},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37292909622192383},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.33998018503189087},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.2876427471637726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.286621630191803},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15910249948501587},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13382139801979065}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7316622734069824},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.660245954990387},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.5811008810997009},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5406453609466553},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.511284589767456},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5014317035675049},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4419044256210327},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4186706840991974},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.41769009828567505},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4102596640586853},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37292909622192383},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.33998018503189087},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.2876427471637726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.286621630191803},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15910249948501587},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13382139801979065}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vtc2022-spring54318.2022.9860916","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2022-spring54318.2022.9860916","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"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/W2104764386","https://openalex.org/W2111918650","https://openalex.org/W2116435411","https://openalex.org/W2119964224","https://openalex.org/W2138801747","https://openalex.org/W2142647537","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/W2327053383","https://openalex.org/W2356834760","https://openalex.org/W1964600846","https://openalex.org/W2127563499","https://openalex.org/W2030191005","https://openalex.org/W1865172210","https://openalex.org/W2134520490","https://openalex.org/W4224872188","https://openalex.org/W4285223123","https://openalex.org/W4386970495"],"abstract_inverted_index":{"This":[0,83],"paper":[1],"considers":[2],"unmanned":[3],"aerial":[4,145],"vehicles":[5],"(e.g.,":[6],"drones":[7],"and":[8,30,49,95,127,157,197],"quadcopters)":[9],"that":[10,105,132,178,206],"accomplish":[11],"missions":[12,32],"of":[13,18,33,41,47,52,55,88,90,106,138,149,183],"transmitting":[14],"a":[15,53,60,80,119,125,166,200],"large":[16],"number":[17,87],"progressive":[19,42,99],"images":[20],"over":[21],"air-to-ground":[22],"multiple-input":[23],"multiple-output":[24],"(MIMO)":[25],"links":[26],"for":[27],"surveillance":[28],"applications,":[29],"special":[31],"public":[34],"safety":[35],"or":[36],"emergencies.":[37],"For":[38,143],"the":[39,44,64,70,77,86,112,135,139,179,184,209,220],"transmission":[40],"images,":[43,185],"joint":[45],"optimization":[46,78,130,169],"source":[48],"channel":[50,93,109,191],"coding":[51,72],"series":[54],"numerous":[56],"packets":[57,100],"has":[58],"been":[59],"challenging":[61],"problem.":[62],"Further,":[63],"problem":[65],"is":[66,73,84,101,148,204],"more":[67],"complicated":[68],"if":[69],"space-time":[71,96],"also":[74],"involved":[75],"with":[76,189],"in":[79],"MIMO":[81],"system.":[82],"because":[85],"ways":[89],"jointly":[91],"assigning":[92,108],"codes":[94,97,110],"to":[98,111,122,153,171,208],"much":[102],"larger":[103],"than":[104],"solely":[107],"packets.":[113],"Recently,":[114],"Chang":[115,213],"et":[116,214],"al.":[117],"applied":[118],"parametric":[120],"approach":[121,217],"address":[123,161],"such":[124,162],"problem,":[126],"proposed":[128,211],"an":[129],"algorithm":[131,210],"exponentially":[133],"reduces":[134,219],"computational":[136,174,221],"complexities":[137],"conventional":[140],"exhaustive":[141],"search.":[142],"resource-constrained":[144],"equipments,":[146],"complexity":[147],"particular":[150],"importance":[151],"due":[152],"hardware":[154],"power":[155],"consumption":[156],"size":[158],"issues.":[159],"To":[160],"issues,":[163],"we":[164],"propose":[165],"neural":[167,201],"network-based":[168],"method":[170],"further":[172],"reduce":[173],"complexities.":[175],"We":[176],"demonstrate":[177],"nonlinear":[180],"distortion-rate":[181],"characteristics":[182],"which":[186],"are":[187],"combined":[188],"wireless":[190],"fading":[192],"effects,":[193],"can":[194],"be":[195],"analyzed":[196],"learned":[198],"by":[199,212],"network.":[202],"It":[203],"shown":[205],"compared":[207],"al.,":[215],"our":[216],"significantly":[218],"complexities,":[222],"while":[223],"offering":[224],"nearly":[225],"identical":[226],"peak-signal-to-noise":[227],"ratio":[228],"(PSNR)":[229],"performances.":[230]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
