{"id":"https://openalex.org/W2997712094","doi":"https://doi.org/10.1109/tim.2019.2962562","title":"Feature-Supervised Compressed Sensing for Microwave Imaging Systems","display_name":"Feature-Supervised Compressed Sensing for Microwave Imaging Systems","publication_year":2019,"publication_date":"2019-12-26","ids":{"openalex":"https://openalex.org/W2997712094","doi":"https://doi.org/10.1109/tim.2019.2962562","mag":"2997712094"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2019.2962562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2019.2962562","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/A5067817220","display_name":"Chaoqing Tang","orcid":"https://orcid.org/0000-0002-3749-947X"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Chaoqing Tang","raw_affiliation_strings":["School of Engineering, Newcastle University, Newcastle upon Tyne, U.K","University of Oxford, Oxford, U.K"],"raw_orcid":"https://orcid.org/0000-0002-3749-947X","affiliations":[{"raw_affiliation_string":"School of Engineering, Newcastle University, Newcastle upon Tyne, U.K","institution_ids":["https://openalex.org/I84884186"]},{"raw_affiliation_string":"University of Oxford, Oxford, U.K","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037331514","display_name":"Gui Yun Tian","orcid":"https://orcid.org/0000-0002-7563-1523"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Guiyun Tian","raw_affiliation_strings":["School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, China","School of Engineering, Newcastle University, Newcastle upon Tyne, U.K"],"raw_orcid":"https://orcid.org/0000-0002-7563-1523","affiliations":[{"raw_affiliation_string":"School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Engineering, Newcastle University, Newcastle upon Tyne, U.K","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025064240","display_name":"Said Boussakta","orcid":"https://orcid.org/0000-0001-8591-9005"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Said Boussakta","raw_affiliation_strings":["School of Engineering, Newcastle University, Newcastle upon Tyne, U.K"],"raw_orcid":"https://orcid.org/0000-0001-8591-9005","affiliations":[{"raw_affiliation_string":"School of Engineering, Newcastle University, Newcastle upon Tyne, U.K","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005465247","display_name":"Jianbo Wu","orcid":"https://orcid.org/0000-0002-4732-6732"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianbo Wu","raw_affiliation_strings":["School of Manufacturing Science and Engineering, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-4732-6732","affiliations":[{"raw_affiliation_string":"School of Manufacturing Science and Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067817220"],"corresponding_institution_ids":["https://openalex.org/I40120149","https://openalex.org/I84884186"],"apc_list":null,"apc_paid":null,"fwci":0.3883,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.62126304,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"69","issue":"8","first_page":"5287","last_page":"5297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.9998000264167786,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.8181326389312744},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6558513045310974},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6308110952377319},{"id":"https://openalex.org/keywords/upsampling","display_name":"Upsampling","score":0.629401445388794},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6098838448524475},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.5759322643280029},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.516497790813446},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39374056458473206},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08958876132965088}],"concepts":[{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.8181326389312744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6558513045310974},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6308110952377319},{"id":"https://openalex.org/C110384440","wikidata":"https://www.wikidata.org/wiki/Q1143270","display_name":"Upsampling","level":3,"score":0.629401445388794},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6098838448524475},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.5759322643280029},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.516497790813446},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39374056458473206},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08958876132965088},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tim.2019.2962562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2019.2962562","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"},{"id":"pmh:oai:eprint.ncl.ac.uk:262886","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402485","display_name":"Newcastle University ePrints (Newcastle Univesity)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I84884186","host_organization_name":"Newcastle University","host_organization_lineage":["https://openalex.org/I84884186"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1724303942","display_name":null,"funder_award_id":"201506990030","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G291358108","display_name":null,"funder_award_id":"EP/J012343/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2920380214","display_name":"Novel Sensing Networks for Intelligent Monitoring (Newton)","funder_award_id":"EP/J012343/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8613043100","display_name":null,"funder_award_id":"61527803","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/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W215794665","https://openalex.org/W654057802","https://openalex.org/W1929507333","https://openalex.org/W1947282229","https://openalex.org/W1990190553","https://openalex.org/W1993767923","https://openalex.org/W1994688532","https://openalex.org/W2001380973","https://openalex.org/W2008340903","https://openalex.org/W2027953636","https://openalex.org/W2031839259","https://openalex.org/W2035682670","https://openalex.org/W2062131753","https://openalex.org/W2063870433","https://openalex.org/W2074422969","https://openalex.org/W2130187411","https://openalex.org/W2133030289","https://openalex.org/W2140856955","https://openalex.org/W2145096794","https://openalex.org/W2146000945","https://openalex.org/W2147958867","https://openalex.org/W2274753725","https://openalex.org/W2276204684","https://openalex.org/W2284617045","https://openalex.org/W2291434052","https://openalex.org/W2294949633","https://openalex.org/W2312158292","https://openalex.org/W2315647581","https://openalex.org/W2322195224","https://openalex.org/W2342466011","https://openalex.org/W2523153254","https://openalex.org/W2535199417","https://openalex.org/W2581555918","https://openalex.org/W2586702471","https://openalex.org/W2586823374","https://openalex.org/W2596372226","https://openalex.org/W2596636257","https://openalex.org/W2609586218","https://openalex.org/W2729730500","https://openalex.org/W2767234670","https://openalex.org/W2769900468","https://openalex.org/W2773976392","https://openalex.org/W2781016138","https://openalex.org/W2788193492","https://openalex.org/W2793783688","https://openalex.org/W2905459276","https://openalex.org/W3102018825"],"related_works":["https://openalex.org/W4212888438","https://openalex.org/W4386159726","https://openalex.org/W2601157893","https://openalex.org/W2131735617","https://openalex.org/W2373006798","https://openalex.org/W2056912418","https://openalex.org/W2123759770","https://openalex.org/W2033213769","https://openalex.org/W2811390910","https://openalex.org/W4312376745"],"abstract_inverted_index":{"Traditional":[0],"compressed":[1],"sensing":[2,24,82,111],"(CS)":[3],"applications":[4],"use":[5],"sparse":[6],"information":[7],"for":[8,49,132,177],"downsampling":[9],"but":[10],"ignore":[11],"overall":[12],"system":[13,131],"objectives":[14],"such":[15],"as":[16],"feature":[17,41,58,70,84,94,136],"extraction.":[18,42,59],"This":[19,169],"article":[20,170],"jointly":[21],"designs":[22,176],"the":[23,30,33,50,62,76,90,102,155,161,166,173],"and":[25,40,66,83,98,149],"feature-extraction":[26],"process":[27],"to":[28,57,93,117],"improve":[29,101],"efficiency":[31,104],"of":[32,105,144,152],"microwave":[34],"imaging":[35,130],"systems":[36],"in":[37,74,115,126,147,154],"time,":[38],"storage,":[39],"A":[43],"feature-supervised":[44],"CS":[45,67,77,106],"(FsCS)":[46],"is":[47,72,113,124],"proposed":[48,122],"cases":[51],"where":[52],"not":[53],"all":[54],"data":[55,91,156],"contribute":[56],"Compared":[60],"with":[61,160],"traditional":[63],"spatial-spectral":[64,110],"sweep":[65],"solutions,":[68],"a":[69],"constraint":[71],"added":[73],"designing":[75],"measurement":[78],"matrix.":[79],"More":[80],"efficient":[81],"extraction":[85,95],"are":[86,96],"achieved,":[87],"because":[88],"only":[89],"contributing":[92],"sampled":[97],"reconstructed.":[99],"To":[100],"time":[103,148],"reconstruction,":[107],"an":[108,127],"aligned":[109],"(ASSS)":[112],"involved":[114],"FsCS":[116],"enable":[118],"joint":[119,174],"reconstruction.":[120],"The":[121,138],"scheme":[123],"validated":[125],"open-ended":[128],"waveguide":[129],"low-energy":[133],"impact":[134],"damage":[135],"detection.":[137],"experimental":[139],"results":[140],"demonstrate":[141],"one":[142],"order":[143],"magnitude":[145],"improvement":[146,153],"two":[150],"orders":[151],"compression":[157],"ratio":[158],"compared":[159],"state-of-the-art":[162],"method,":[163],"while":[164],"preserving":[165],"interested":[167],"feature.":[168],"can":[171],"inspire":[172],"sensing-processing":[175],"more":[178],"intelligent":[179],"industrial":[180],"processes.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-24T08:23:43.765630","created_date":"2025-10-10T00:00:00"}
