{"id":"https://openalex.org/W4401413666","doi":"https://doi.org/10.1109/taes.2024.3436708","title":"Block Sparse Recovery With Redundant Measurement Matrices and Its Application in Frequency Agile Radar","display_name":"Block Sparse Recovery With Redundant Measurement Matrices and Its Application in Frequency Agile Radar","publication_year":2024,"publication_date":"2024-08-08","ids":{"openalex":"https://openalex.org/W4401413666","doi":"https://doi.org/10.1109/taes.2024.3436708"},"language":"en","primary_location":{"id":"doi:10.1109/taes.2024.3436708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2024.3436708","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Aerospace and Electronic Systems","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/A5102511503","display_name":"Yuhan Li","orcid":"https://orcid.org/0000-0001-7002-6431"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhan Li","raw_affiliation_strings":["Electronic Engineering Department, Tsinghua University, Beijing, China","EE Department, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7002-6431","affiliations":[{"raw_affiliation_string":"Electronic Engineering Department, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"EE Department, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085328234","display_name":"Tianyao Huang","orcid":"https://orcid.org/0000-0002-9043-6814"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyao Huang","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9043-6814","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100728989","display_name":"Yimin Liu","orcid":"https://orcid.org/0000-0002-8947-1268"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yimin Liu","raw_affiliation_strings":["Electronic Engineering Department, Tsinghua University, Beijing, China","EE Department, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8947-1268","affiliations":[{"raw_affiliation_string":"Electronic Engineering Department, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"EE Department, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003384431","display_name":"Xiqin Wang","orcid":"https://orcid.org/0000-0002-6980-0466"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiqin Wang","raw_affiliation_strings":["Electronic Engineering Department, Tsinghua University, Beijing, China","EE Department, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Engineering Department, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"EE Department, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005913897","display_name":"Yonina C. Eldar","orcid":"https://orcid.org/0000-0003-4358-5304"},"institutions":[{"id":"https://openalex.org/I53964585","display_name":"Weizmann Institute of Science","ror":"https://ror.org/0316ej306","country_code":"IL","type":"education","lineage":["https://openalex.org/I53964585"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yonina C. Eldar","raw_affiliation_strings":["Faculty of Math and CS, Weizmann Institute of Science, Rehovot, Israel"],"raw_orcid":"https://orcid.org/0000-0003-4358-5304","affiliations":[{"raw_affiliation_string":"Faculty of Math and CS, Weizmann Institute of Science, Rehovot, Israel","institution_ids":["https://openalex.org/I53964585"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9281,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74587337,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"60","issue":"6","first_page":"8960","last_page":"8975"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14158","display_name":"Optical Systems and Laser Technology","score":0.986299991607666,"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/T14158","display_name":"Optical Systems and Laser Technology","score":0.986299991607666,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9692000150680542,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.961899995803833,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/radar","display_name":"Radar","score":0.6213430166244507},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5765098333358765},{"id":"https://openalex.org/keywords/sparse-matrix","display_name":"Sparse matrix","score":0.5428521633148193},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5184556841850281},{"id":"https://openalex.org/keywords/radar-tracker","display_name":"Radar tracker","score":0.5026192665100098},{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.4361487030982971},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.366690069437027},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.358512282371521},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.33832240104675293},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30848902463912964},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2238202691078186},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.17929986119270325},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1580469012260437},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12691441178321838},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.11219638586044312}],"concepts":[{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.6213430166244507},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5765098333358765},{"id":"https://openalex.org/C56372850","wikidata":"https://www.wikidata.org/wiki/Q1050404","display_name":"Sparse matrix","level":3,"score":0.5428521633148193},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5184556841850281},{"id":"https://openalex.org/C32283439","wikidata":"https://www.wikidata.org/wiki/Q1407014","display_name":"Radar tracker","level":3,"score":0.5026192665100098},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.4361487030982971},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.366690069437027},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.358512282371521},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.33832240104675293},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30848902463912964},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2238202691078186},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.17929986119270325},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1580469012260437},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12691441178321838},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.11219638586044312},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taes.2024.3436708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2024.3436708","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Aerospace and Electronic Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.550000011920929}],"awards":[{"id":"https://openalex.org/G7833781803","display_name":null,"funder_award_id":"62171259","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1498282191","https://openalex.org/W1855670903","https://openalex.org/W1966872876","https://openalex.org/W2010669260","https://openalex.org/W2025223969","https://openalex.org/W2082476922","https://openalex.org/W2093585154","https://openalex.org/W2098996169","https://openalex.org/W2103543783","https://openalex.org/W2111414067","https://openalex.org/W2114595593","https://openalex.org/W2125680629","https://openalex.org/W2126444227","https://openalex.org/W2129812935","https://openalex.org/W2135780853","https://openalex.org/W2144006746","https://openalex.org/W2147276092","https://openalex.org/W2151155403","https://openalex.org/W2889180350","https://openalex.org/W2899909567","https://openalex.org/W2904004124","https://openalex.org/W2963627806","https://openalex.org/W2965497096","https://openalex.org/W2966690819","https://openalex.org/W3133084303","https://openalex.org/W3163573064","https://openalex.org/W3172219573","https://openalex.org/W3176008097","https://openalex.org/W3186616421","https://openalex.org/W4206725636","https://openalex.org/W4211123182","https://openalex.org/W4391103533","https://openalex.org/W6764172607"],"related_works":["https://openalex.org/W2656997359","https://openalex.org/W1973385172","https://openalex.org/W4319430762","https://openalex.org/W2083510688","https://openalex.org/W2294820933","https://openalex.org/W4240110559","https://openalex.org/W2804137150","https://openalex.org/W2804154309","https://openalex.org/W2094372386","https://openalex.org/W1611031577"],"abstract_inverted_index":{"Block":[0],"compressed":[1,87],"sensing":[2,88],"(or":[3],"sparse":[4,18],"recovery)":[5],"and":[6,71,95,190],"its":[7],"performance":[8,45,98,176,188],"bound,":[9],"i.e.,":[10],"conditions":[11],"that":[12,27,128],"guarantee":[13],"reconstruction":[14,50],"of":[15,51,62,110,122,170],"the":[16,28,31,48,52,60,63,77,86,108,114,118,123,148,165,171],"original":[17,53,78,115],"vector,":[19],"have":[20,68],"been":[21],"widely":[22],"studied.":[23],"Most":[24],"scenarios":[25],"assume":[26],"blocks":[29,61],"in":[30,56,113],"measurement":[32,64,93],"matrix":[33],"are":[34],"full-rank.":[35],"In":[36,81],"this":[37,82,129,161,181],"setting,":[38],"phase":[39,101,156,167],"transition":[40,102,157,168],"theory":[41],"provides":[42],"a":[43,97,134,141,155,174],"precise":[44],"bound":[46,99],"on":[47,106,160],"exact":[49],"vector.":[54],"However,":[55],"many":[57],"practical":[58],"applications,":[59],"matrices":[65,94],"may":[66],"not":[67],"full":[69],"rank,":[70],"it":[72],"becomes":[73],"impossible":[74],"to":[75,117,133,183],"recover":[76],"vector":[79,116,124],"elementwise.":[80],"article,":[83],"we":[84,163],"consider":[85],"problem":[89],"with":[90],"such":[91],"redundant":[92],"derive":[96,164],"using":[100],"theory.":[103],"We":[104,126,145,178],"focus":[105],"reconstructing":[107],"contribution":[109],"each":[111],"block":[112],"observed":[119],"signal":[120],"instead":[121],"itself.":[125],"show":[127],"method":[130,172],"is":[131],"equivalent":[132],"traditional":[135],"$\\ell":[136,150],"_{2,1}$":[137,151],"norm":[138,152],"minimization":[139,153],"after":[140],"certain":[142],"linear":[143],"transformation.":[144],"theoretically":[146],"prove":[147],"transformed":[149],"has":[154],"phenomenon.":[158],"Based":[159],"result,":[162],"closed-form":[166],"curve":[169],"as":[173],"tight":[175],"bound.":[177],"also":[179],"apply":[180],"result":[182],"frequency":[184],"agile":[185],"radar":[186],"for":[187],"evaluation":[189],"waveform":[191],"design.":[192],"Simulations":[193],"validate":[194],"our":[195],"theoretical":[196],"conclusions.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
