{"id":"https://openalex.org/W4412030809","doi":"https://doi.org/10.1109/tim.2025.3584140","title":"Fast Reconstruction of Sensing Matrices for Compressed Sensing in Computational Microwave Imaging Systems With Metasurface Apertures","display_name":"Fast Reconstruction of Sensing Matrices for Compressed Sensing in Computational Microwave Imaging Systems With Metasurface Apertures","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412030809","doi":"https://doi.org/10.1109/tim.2025.3584140"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3584140","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3584140","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Transactions on Instrumentation and Measurement","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/A5075235448","display_name":"Haosheng Fu","orcid":"https://orcid.org/0000-0002-8885-8807"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haosheng Fu","raw_affiliation_strings":["Hangzhou Institute of Technology, Xidian University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8885-8807","affiliations":[{"raw_affiliation_string":"Hangzhou Institute of Technology, Xidian University, Hangzhou, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036145098","display_name":"Fengzhou Dai","orcid":"https://orcid.org/0000-0003-2166-2516"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengzhou Dai","raw_affiliation_strings":["National Key Laboratory of Radar Signal Processing, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-2166-2516","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Radar Signal Processing, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046345914","display_name":"Hong Xu","orcid":"https://orcid.org/0000-0002-4418-8960"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Xu","raw_affiliation_strings":["Hangzhou Institute of Technology, Xidian University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4418-8960","affiliations":[{"raw_affiliation_string":"Hangzhou Institute of Technology, Xidian University, Hangzhou, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036506457","display_name":"Junzheng Jiang","orcid":"https://orcid.org/0000-0002-3767-8216"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junzheng Jiang","raw_affiliation_strings":["Hangzhou Institute of Technology, Xidian University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3767-8216","affiliations":[{"raw_affiliation_string":"Hangzhou Institute of Technology, Xidian University, Hangzhou, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008256662","display_name":"Yinghui Quan","orcid":"https://orcid.org/0000-0001-6541-9441"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinghui Quan","raw_affiliation_strings":["School of Information Mechanics and Sensing Engineering, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0001-6541-9441","affiliations":[{"raw_affiliation_string":"School of Information Mechanics and Sensing Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12019038,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9987999796867371,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9987999796867371,"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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9904999732971191,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microwave-imaging","display_name":"Microwave imaging","score":0.7637554407119751},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.7044455409049988},{"id":"https://openalex.org/keywords/microwave","display_name":"Microwave","score":0.6041692495346069},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.4794441759586334},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.4617588222026825},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.45057302713394165},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3597155213356018},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.23486563563346863},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1585850715637207},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.10657528042793274}],"concepts":[{"id":"https://openalex.org/C2779885931","wikidata":"https://www.wikidata.org/wiki/Q17010029","display_name":"Microwave imaging","level":3,"score":0.7637554407119751},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.7044455409049988},{"id":"https://openalex.org/C44838205","wikidata":"https://www.wikidata.org/wiki/Q127995","display_name":"Microwave","level":2,"score":0.6041692495346069},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.4794441759586334},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4617588222026825},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.45057302713394165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3597155213356018},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.23486563563346863},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1585850715637207},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.10657528042793274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3584140","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3584140","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4104709308","display_name":null,"funder_award_id":"62301408","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G620763321","display_name":null,"funder_award_id":"62331019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G917552627","display_name":null,"funder_award_id":"2024M762539","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2019647239","https://openalex.org/W2062131753","https://openalex.org/W2079299474","https://openalex.org/W2083493778","https://openalex.org/W2090926837","https://openalex.org/W2132955697","https://openalex.org/W2140856955","https://openalex.org/W2155602192","https://openalex.org/W2160547390","https://openalex.org/W2192139647","https://openalex.org/W2351660952","https://openalex.org/W2528731767","https://openalex.org/W2605713928","https://openalex.org/W2789391928","https://openalex.org/W2930258441","https://openalex.org/W2933486688","https://openalex.org/W2941759444","https://openalex.org/W2946094116","https://openalex.org/W2964278319","https://openalex.org/W2970324215","https://openalex.org/W3003550232","https://openalex.org/W3091202693","https://openalex.org/W3094704314","https://openalex.org/W3158684015","https://openalex.org/W3191294546","https://openalex.org/W3193349134","https://openalex.org/W4210592214","https://openalex.org/W4213086663","https://openalex.org/W4226089453","https://openalex.org/W4250955649","https://openalex.org/W4285033296","https://openalex.org/W4286377527","https://openalex.org/W4286656204","https://openalex.org/W4362500841","https://openalex.org/W4383960488","https://openalex.org/W4385976085","https://openalex.org/W4387010757","https://openalex.org/W4392667086","https://openalex.org/W4392667221","https://openalex.org/W4399759899","https://openalex.org/W4399801600","https://openalex.org/W4402436710"],"related_works":["https://openalex.org/W2158224665","https://openalex.org/W2379589510","https://openalex.org/W4300044672","https://openalex.org/W1881631164","https://openalex.org/W2810730439","https://openalex.org/W4321016390","https://openalex.org/W2896778670","https://openalex.org/W2079569137","https://openalex.org/W2151924555","https://openalex.org/W2288980953"],"abstract_inverted_index":{"Metasurface":[0],"aperture-based":[1],"computational":[2],"microwave":[3],"imaging":[4,197],"(MA-CMI)":[5],"is":[6,55,185],"an":[7,220],"emerging":[8],"technique":[9],"with":[10,150],"the":[11,20,32,35,39,52,66,69,73,77,84,88,104,116,122,126,138,155,179,182,192,203,208],"potential":[12],"to":[13,30,164,215],"achieve":[14],"fast":[15],"and":[16,49,72,159,173,195],"effective":[17],"reconstruction":[18,85,223],"of":[19,22,38,68,76,87,124,144,157,181,191,210],"region":[21],"interest":[23],"(ROI)":[24],"by":[25,187,212],"employing":[26],"multiple":[27,44],"random":[28],"patterns":[29,46,67],"probe":[31],"ROI.":[33],"Constructing":[34],"sensing":[36,89,105,117,127,140],"matrix":[37,118,128],"MA-CMI":[40,78,193],"system":[41,194],"requires":[42],"collecting":[43],"full-link":[45],"(both":[47],"transmitter":[48,70],"receiver)":[50],"at":[51],"ROI,":[53],"which":[54],"currently":[56],"a":[57,98,111,130,189],"time-consuming":[58],"process.":[59],"Moreover,":[60],"existing":[61,216],"methods":[62,217],"must":[63],"separately":[64],"acquire":[65],"(multi-patterns)":[71],"receiver":[74],"(single-pattern)":[75],"system,":[79],"while":[80,218],"measurement":[81,161,171],"errors":[82],"challenge":[83],"accuracy":[86,172],"matrix.":[90,106],"To":[91],"address":[92],"these":[93],"issues,":[94],"this":[95],"paper":[96],"proposes":[97],"novel":[99],"method":[100,184,205],"for":[101,115],"efficiently":[102],"reconstructing":[103],"The":[107,199],"approach":[108,168],"first":[109],"establishes":[110],"sparse":[112,131,145],"representation":[113],"model":[114],"under":[119],"test,":[120],"transforming":[121],"problem":[123],"measuring":[125,188],"into":[129],"signal":[132],"recovery":[133,143],"issue.":[134],"Subsequently,":[135],"based":[136],"on":[137],"compressed":[139],"theory,":[141],"accurate":[142],"signals":[146],"can":[147,206],"be":[148],"achieved":[149],"under-sampled":[151],"data,":[152],"effectively":[153],"reducing":[154],"number":[156,209],"measurements":[158,211],"improving":[160],"efficiency.":[162],"Compared":[163],"state-of-the-art":[165],"methods,":[166],"our":[167],"demonstrates":[169],"superior":[170],"significantly":[174],"lower":[175],"time":[176],"costs.":[177],"Finally,":[178],"feasibility":[180],"proposed":[183,204],"validated":[186],"prototype":[190],"conducting":[196],"trials.":[198],"results":[200],"reveal":[201],"that":[202],"reduce":[207],"80%":[213],"compared":[214],"maintaining":[219],"acceptable":[221],"ROI":[222],"error.":[224]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
