{"id":"https://openalex.org/W4417284462","doi":"https://doi.org/10.1109/pimrc62392.2025.11275320","title":"DMSC: Dual-Modal Semantic Communication for Haze-Resilient V2V Perception","display_name":"DMSC: Dual-Modal Semantic Communication for Haze-Resilient V2V Perception","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4417284462","doi":"https://doi.org/10.1109/pimrc62392.2025.11275320"},"language":null,"primary_location":{"id":"doi:10.1109/pimrc62392.2025.11275320","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc62392.2025.11275320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","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/A5015902710","display_name":"Zikang Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4392021250","display_name":"State Key Laboratory of Networking and Switching Technology","ror":"https://ror.org/00qtv5q45","country_code":null,"type":"facility","lineage":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zikang Fan","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101862826","display_name":"Haiyue Zhang","orcid":"https://orcid.org/0000-0002-7143-9550"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4392021250","display_name":"State Key Laboratory of Networking and Switching Technology","ror":"https://ror.org/00qtv5q45","country_code":null,"type":"facility","lineage":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyue Zhang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100449908","display_name":"Yiming Liu","orcid":"https://orcid.org/0000-0002-1393-908X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4392021250","display_name":"State Key Laboratory of Networking and Switching Technology","ror":"https://ror.org/00qtv5q45","country_code":null,"type":"facility","lineage":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiming Liu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18946219,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.3018999993801117,"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":0.3018999993801117,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.14749999344348907,"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/T11019","display_name":"Image Enhancement Techniques","score":0.07199999690055847,"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/encoder","display_name":"Encoder","score":0.6119999885559082},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.46869999170303345},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.43070000410079956},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.42260000109672546},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4142000079154968},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.3815000057220459},{"id":"https://openalex.org/keywords/semantic-mapping","display_name":"Semantic mapping","score":0.31709998846054077},{"id":"https://openalex.org/keywords/distributed-source-coding","display_name":"Distributed source coding","score":0.3156999945640564}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7914000153541565},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6119999885559082},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.46869999170303345},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.43070000410079956},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.42260000109672546},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41510000824928284},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4142000079154968},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38260000944137573},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.3815000057220459},{"id":"https://openalex.org/C2775955345","wikidata":"https://www.wikidata.org/wiki/Q7449071","display_name":"Semantic mapping","level":2,"score":0.31709998846054077},{"id":"https://openalex.org/C200801453","wikidata":"https://www.wikidata.org/wiki/Q5283181","display_name":"Distributed source coding","level":4,"score":0.3156999945640564},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.31220000982284546},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.30799999833106995},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.30160000920295715},{"id":"https://openalex.org/C189693848","wikidata":"https://www.wikidata.org/wiki/Q6031064","display_name":"Information exchange","level":2,"score":0.30070000886917114},{"id":"https://openalex.org/C2781122975","wikidata":"https://www.wikidata.org/wiki/Q16928266","display_name":"Semantic feature","level":2,"score":0.2971000075340271},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.2937999963760376},{"id":"https://openalex.org/C157657479","wikidata":"https://www.wikidata.org/wiki/Q2367247","display_name":"Closed captioning","level":3,"score":0.290800005197525},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.271699994802475},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.26179999113082886},{"id":"https://openalex.org/C178253425","wikidata":"https://www.wikidata.org/wiki/Q162668","display_name":"Visual perception","level":3,"score":0.25949999690055847},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25679999589920044}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pimrc62392.2025.11275320","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc62392.2025.11275320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2064076387","https://openalex.org/W2114549779","https://openalex.org/W2509527900","https://openalex.org/W2562637781","https://openalex.org/W2999838674","https://openalex.org/W4205683915","https://openalex.org/W4308615501","https://openalex.org/W4389371058","https://openalex.org/W4391092744","https://openalex.org/W4392397377","https://openalex.org/W4399915698","https://openalex.org/W4402704549"],"related_works":[],"abstract_inverted_index":{"While":[0],"cooperative":[1],"perception":[2],"in":[3,98,156],"the":[4,16,47,57,75,85,99,112,119,145,151,166,187],"Internet":[5],"of":[6,50,56,88,147,153],"Vehicles":[7],"(IoV)":[8],"is":[9,32,38],"crucial":[10],"for":[11,118],"enhancing":[12],"autonomous":[13],"driving":[14],"safety,":[15],"required":[17],"massive":[18],"data":[19,53],"exchange":[20],"imposes":[21],"a":[22,33,67,115,132],"significant":[23],"burden":[24],"on":[25,74],"communication":[26],"systems.":[27],"Although":[28],"Semantic":[29,69],"Communication":[30,70],"(SemCom)":[31],"promising":[34],"solution,":[35],"its":[36],"efficacy":[37],"severely":[39],"compromised":[40],"under":[41,186],"adverse":[42,103,188],"weather":[43,189],"conditions,":[44],"due":[45],"to":[46,91,122,142,158],"concurrent":[48],"corruption":[49],"source":[51],"visual":[52],"and":[54,128,150,176,190],"deterioration":[55],"wireless":[58],"channel.":[59],"To":[60,124],"address":[61],"these":[62],"issues,":[63],"this":[64],"paper":[65],"proposes":[66],"Dual-Modal":[68],"(DMSC)":[71],"framework":[72,83,168],"based":[73],"Joint":[76],"Source-Channel":[77],"Coding":[78],"(JSCC)":[79],"paradigm.":[80],"The":[81],"proposed":[82,167],"uses":[84],"superior":[86],"penetration":[87],"infrared":[89],"(IR)":[90],"recover":[92],"fine-grained":[93],"details":[94],"that":[95,165],"are":[96],"obscured":[97],"RGB":[100],"image":[101,182],"by":[102],"weather.":[104],"This":[105,137],"fusion":[106,127],"preserves":[107],"essential":[108],"semantic":[109,120],"information":[110],"at":[111],"source,":[113],"providing":[114],"robust":[116],"input":[117],"encoder":[121],"process.":[123],"enable":[125],"adaptive":[126],"transmission,":[129],"we":[130],"introduce":[131],"SNR-Aware":[133],"Dual-Attention":[134],"Module":[135],"(SNR-DAM).":[136],"module":[138],"utilizes":[139],"attention":[140,152],"mechanisms":[141],"dynamically":[143],"adjust":[144],"weights":[146],"feature":[148],"channels":[149],"spatial":[154],"regions":[155],"response":[157],"changing":[159],"channel":[160,195],"conditions.":[161,196],"Simulation":[162],"results":[163],"show":[164],"significantly":[169],"outperforms":[170],"both":[171],"conventional":[172],"separate":[173],"source-channel":[174],"coding":[175],"cascaded":[177],"JSCC-dehazing":[178],"baselines,":[179],"achieving":[180],"higher":[181],"reconstruction":[183],"fidelity,":[184],"particularly":[185],"low":[191],"Signal-To-Noise":[192],"Ratio":[193],"(SNR)":[194]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-12-12T00:00:00"}