{"id":"https://openalex.org/W7131061593","doi":"https://doi.org/10.1109/lsp.2026.3667068","title":"UCSMC: An Underwater Compressed Sensing With Measurement Compression Framework","display_name":"UCSMC: An Underwater Compressed Sensing With Measurement Compression Framework","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7131061593","doi":"https://doi.org/10.1109/lsp.2026.3667068"},"language":null,"primary_location":{"id":"doi:10.1109/lsp.2026.3667068","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2026.3667068","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing 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":null,"display_name":"Yanqi Zhang","orcid":"https://orcid.org/0009-0001-5156-0361"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanqi Zhang","raw_affiliation_strings":["School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0001-5156-0361","affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048618138","display_name":"Liquan Shen","orcid":"https://orcid.org/0000-0002-2148-6279"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liquan Shen","raw_affiliation_strings":["School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-2148-6279","affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126653751","display_name":"Mengyao Li","orcid":null},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyao Li","raw_affiliation_strings":["Donghua University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-3284-3462","affiliations":[{"raw_affiliation_string":"Donghua University, Shanghai, China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shiwei Wang","orcid":"https://orcid.org/0009-0002-6721-3521"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiwei Wang","raw_affiliation_strings":["School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0002-6721-3521","affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Junjie Zhu","orcid":"https://orcid.org/0009-0006-9659-3104"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Zhu","raw_affiliation_strings":["School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0006-9659-3104","affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123421546","display_name":"Minjian Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minjian Chen","raw_affiliation_strings":["School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0003-2257-9922","affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.17431996,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":null,"first_page":"1067","last_page":"1071"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.6604999899864197,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.6604999899864197,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11757","display_name":"Seismic Waves and Analysis","score":0.04430000111460686,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.0357000008225441,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.7480999827384949},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6545000076293945},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5827000141143799},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5432999730110168},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.41589999198913574},{"id":"https://openalex.org/keywords/entropy-encoding","display_name":"Entropy encoding","score":0.4081999957561493},{"id":"https://openalex.org/keywords/lossless-compression","display_name":"Lossless compression","score":0.3801000118255615},{"id":"https://openalex.org/keywords/explosive-material","display_name":"Explosive material","score":0.36149999499320984},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.3458000123500824}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.7480999827384949},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6819000244140625},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6545000076293945},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5827000141143799},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5432999730110168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4431000053882599},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4350999891757965},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.41589999198913574},{"id":"https://openalex.org/C1769480","wikidata":"https://www.wikidata.org/wiki/Q1345239","display_name":"Entropy encoding","level":3,"score":0.4081999957561493},{"id":"https://openalex.org/C81081738","wikidata":"https://www.wikidata.org/wiki/Q55542","display_name":"Lossless compression","level":3,"score":0.3801000118255615},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3668999969959259},{"id":"https://openalex.org/C154238967","wikidata":"https://www.wikidata.org/wiki/Q12870","display_name":"Explosive material","level":2,"score":0.36149999499320984},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.3458000123500824},{"id":"https://openalex.org/C57890076","wikidata":"https://www.wikidata.org/wiki/Q4680725","display_name":"Adaptive coding","level":4,"score":0.3377000093460083},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.3336000144481659},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.3310000002384186},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.3149000108242035},{"id":"https://openalex.org/C94835093","wikidata":"https://www.wikidata.org/wiki/Q3113333","display_name":"Data compression ratio","level":5,"score":0.31360000371932983},{"id":"https://openalex.org/C153338461","wikidata":"https://www.wikidata.org/wiki/Q2651","display_name":"Arithmetic coding","level":4,"score":0.30480000376701355},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.3025999963283539},{"id":"https://openalex.org/C57654395","wikidata":"https://www.wikidata.org/wiki/Q1097775","display_name":"Compression artifact","level":5,"score":0.29580000042915344},{"id":"https://openalex.org/C70958404","wikidata":"https://www.wikidata.org/wiki/Q7512728","display_name":"Signal reconstruction","level":4,"score":0.28619998693466187},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2842000126838684},{"id":"https://openalex.org/C184652730","wikidata":"https://www.wikidata.org/wiki/Q2357982","display_name":"Attenuation","level":2,"score":0.2818000018596649},{"id":"https://openalex.org/C25797200","wikidata":"https://www.wikidata.org/wiki/Q828137","display_name":"Compression ratio","level":3,"score":0.28110000491142273},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.2808000147342682},{"id":"https://openalex.org/C137209882","wikidata":"https://www.wikidata.org/wiki/Q1403517","display_name":"Measurement uncertainty","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.2572999894618988},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.2554999887943268},{"id":"https://openalex.org/C37649242","wikidata":"https://www.wikidata.org/wiki/Q932268","display_name":"System of measurement","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C52740198","wikidata":"https://www.wikidata.org/wiki/Q1539564","display_name":"Importance sampling","level":3,"score":0.2515999972820282}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2026.3667068","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2026.3667068","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.7051567435264587,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G2226370296","display_name":null,"funder_award_id":"62271301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6513330249","display_name":null,"funder_award_id":"23XD1401400","funder_id":"https://openalex.org/F4320335796","funder_display_name":"Program of Shanghai Academic Research Leader"},{"id":"https://openalex.org/G827612959","display_name":null,"funder_award_id":"62531014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8311167460","display_name":null,"funder_award_id":"61931022","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"},{"id":"https://openalex.org/F4320335796","display_name":"Program of Shanghai Academic Research Leader","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1976263166","https://openalex.org/W2039936065","https://openalex.org/W2134033146","https://openalex.org/W2194775991","https://openalex.org/W2747017299","https://openalex.org/W2766306297","https://openalex.org/W2798559986","https://openalex.org/W2799460015","https://openalex.org/W2802595597","https://openalex.org/W2963081547","https://openalex.org/W2965405987","https://openalex.org/W2990176100","https://openalex.org/W3006777311","https://openalex.org/W3034469748","https://openalex.org/W3040189317","https://openalex.org/W3120675193","https://openalex.org/W3160811006","https://openalex.org/W3188921881","https://openalex.org/W3191575973","https://openalex.org/W4289752563","https://openalex.org/W4292230951","https://openalex.org/W4294982498","https://openalex.org/W4312806968","https://openalex.org/W4360898382","https://openalex.org/W4360995494","https://openalex.org/W4377079715","https://openalex.org/W4388207623","https://openalex.org/W4391164448","https://openalex.org/W4392168377","https://openalex.org/W4402727656","https://openalex.org/W4406753942","https://openalex.org/W4413145954"],"related_works":[],"abstract_inverted_index":{"Thriving":[0],"ocean":[1],"applications":[2],"demand":[3],"efficient":[4],"underwater":[5,26,99,132],"image":[6],"compression":[7,19,22,59,166],"over":[8],"bandwidth-limited":[9],"acoustic":[10],"channels.":[11],"Recent":[12],"works":[13],"combine":[14],"compressed":[15],"sensing":[16],"with":[17,47,74,98],"measurement":[18,58,165],"to":[20,34,60,101],"improve":[21],"ratios.":[23],"However,":[24],"as":[25],"attenuation":[27],"weakens":[28],"structural":[29,36,111],"cues,":[30],"sampling":[31,43,104],"methods":[32],"tend":[33],"overlook":[35],"information":[37],"and":[38,83,113,139,164],"yield":[39],"poor":[40],"reconstructions.":[41],"Meanwhile,":[42],"leaves":[44],"discrete":[45],"measurements":[46,108],"weak":[48],"intra-image":[49],"correlations,":[50],"making":[51],"it":[52],"difficult":[53],"for":[54,89],"entropy":[55,127,146],"models":[56],"within":[57],"predict":[61],"accurate":[62],"probability":[63,150],"distributions.":[64],"In":[65],"this":[66],"paper,":[67],"we":[68,95,119],"propose":[69],"an":[70],"Underwater":[71],"Compressed":[72],"Sensing":[73],"Measurement":[75],"Compression":[76],"(UCSMC)":[77],"framework":[78],"including":[79],"Sketch-Assisted":[80],"Sampling":[81],"(SAS)":[82],"Spatial-Dictionary-based":[84],"Mixture":[85],"Entropy":[86],"Coding":[87],"(SDMEC)":[88],"low-bit-rate":[90],"reconstruction.":[91],"Specifically,":[92],"in":[93,130,144,161],"sampling,":[94],"incorporate":[96],"sketch":[97],"priors":[100],"drive":[102],"the":[103,131,145],"process,":[105],"steering":[106],"more":[107],"toward":[109],"critical":[110],"regions":[112],"ultimately":[114],"improving":[115,149],"reconstruction":[116,162],"quality.":[117],"Additionally,":[118],"introduce":[120],"a":[121],"learnable":[122],"spatial":[123],"dictionary":[124],"storing":[125],"per-location":[126],"statistical":[128],"characteristics":[129],"domain,":[133],"which":[134],"indicates":[135],"local":[136],"estimation":[137,151],"difficulty":[138],"guides":[140],"adaptive":[141],"attention":[142],"allocation":[143],"model,":[147],"thereby":[148],"accuracy.":[152],"Experimental":[153],"results":[154],"show":[155],"our":[156],"method":[157],"outperforms":[158],"previous":[159],"schemes":[160],"quality":[163],"efficiency.":[167]},"counts_by_year":[],"updated_date":"2026-03-09T07:00:12.390032","created_date":"2026-02-24T00:00:00"}