{"id":"https://openalex.org/W3163146462","doi":"https://doi.org/10.1109/tgrs.2021.3073159","title":"1-Bit Radar Imaging Based on Adversarial Samples","display_name":"1-Bit Radar Imaging Based on Adversarial Samples","publication_year":2021,"publication_date":"2021-04-26","ids":{"openalex":"https://openalex.org/W3163146462","doi":"https://doi.org/10.1109/tgrs.2021.3073159","mag":"3163146462"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2021.3073159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2021.3073159","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","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/A5100663696","display_name":"Jianghong Han","orcid":"https://orcid.org/0000-0001-6892-323X"},"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":"Jianghong Han","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China","Department of Electronic Engineering; Tsinghua University; Beijing 100084; China"],"raw_orcid":"https://orcid.org/0000-0001-6892-323X","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Electronic Engineering; Tsinghua University; Beijing 100084; China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438655","display_name":"Gang Li","orcid":"https://orcid.org/0000-0001-9755-2781"},"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":"Gang Li","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China","[Department of Electronic Engineering, Tsinghua University, Beijing 100084, China (e-mail: gangli@tsinghua.edu.cn)]"],"raw_orcid":"https://orcid.org/0000-0001-9755-2781","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"[Department of Electronic Engineering, Tsinghua University, Beijing 100084, China (e-mail: gangli@tsinghua.edu.cn)]","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100676184","display_name":"Kunpeng Wang","orcid":"https://orcid.org/0000-0002-7871-624X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kunpeng Wang","raw_affiliation_strings":["Beijing Institute of Tracking and Telecommunications Technology, Beijing, China","[Beijing Institute of Tracking and Telecommunications Technology, Beijing 100094, China.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Tracking and Telecommunications Technology, Beijing, China","institution_ids":[]},{"raw_affiliation_string":"[Beijing Institute of Tracking and Telecommunications Technology, Beijing 100094, China.]","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089242422","display_name":"Meiya Duan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meiya Duan","raw_affiliation_strings":["Beijing Institute of Tracking and Telecommunications Technology, Beijing, China","[Beijing Institute of Tracking and Telecommunications Technology, Beijing 100094, China.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Tracking and Telecommunications Technology, Beijing, China","institution_ids":[]},{"raw_affiliation_string":"[Beijing Institute of Tracking and Telecommunications Technology, Beijing 100094, China.]","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100363146","display_name":"Xiao\u2013Ping Zhang","orcid":"https://orcid.org/0000-0001-5241-0069"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xiao-Ping Zhang","raw_affiliation_strings":["Department of Electrical, Computer and Biomedical Engineering, Ryerson University, Toronto, Canada","Department of Electrical, Computer, and Biomedical Engineering, Ryerson University, Toronto ON M5B 2K3, Canada"],"raw_orcid":"https://orcid.org/0000-0001-5241-0069","affiliations":[{"raw_affiliation_string":"Department of Electrical, Computer and Biomedical Engineering, Ryerson University, Toronto, Canada","institution_ids":["https://openalex.org/I530967"]},{"raw_affiliation_string":"Department of Electrical, Computer, and Biomedical Engineering, Ryerson University, Toronto ON M5B 2K3, Canada","institution_ids":["https://openalex.org/I530967"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.863,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.68257571,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"60","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9994000196456909,"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9977999925613403,"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/quantization","display_name":"Quantization (signal processing)","score":0.7749707698822021},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7171825170516968},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.5901904702186584},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5489606261253357},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.5183095335960388},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.44278356432914734},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.442121297121048},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41905999183654785},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11398690938949585}],"concepts":[{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.7749707698822021},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7171825170516968},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.5901904702186584},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5489606261253357},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.5183095335960388},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.44278356432914734},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.442121297121048},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41905999183654785},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11398690938949585}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2021.3073159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2021.3073159","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4427687447","display_name":null,"funder_award_id":"61790551","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8362816022","display_name":null,"funder_award_id":"61925106","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W9657784","https://openalex.org/W184876746","https://openalex.org/W1605194072","https://openalex.org/W1969191281","https://openalex.org/W1984309594","https://openalex.org/W1991198335","https://openalex.org/W1992002716","https://openalex.org/W2006487803","https://openalex.org/W2018680103","https://openalex.org/W2036977160","https://openalex.org/W2060430274","https://openalex.org/W2097520477","https://openalex.org/W2099773633","https://openalex.org/W2107949992","https://openalex.org/W2112038498","https://openalex.org/W2125200549","https://openalex.org/W2131952160","https://openalex.org/W2140532408","https://openalex.org/W2143224046","https://openalex.org/W2146522450","https://openalex.org/W2148041990","https://openalex.org/W2150991625","https://openalex.org/W2152446998","https://openalex.org/W2154423986","https://openalex.org/W2155473288","https://openalex.org/W2280450537","https://openalex.org/W2294622949","https://openalex.org/W2509882771","https://openalex.org/W2520322843","https://openalex.org/W2542695884","https://openalex.org/W2593772630","https://openalex.org/W2885777122","https://openalex.org/W2890002510","https://openalex.org/W2891185693","https://openalex.org/W2897842727","https://openalex.org/W2949981685","https://openalex.org/W2964322027","https://openalex.org/W3013368816","https://openalex.org/W3103836116","https://openalex.org/W3104310289","https://openalex.org/W6637162671","https://openalex.org/W6640425456","https://openalex.org/W6674993476"],"related_works":["https://openalex.org/W2979160909","https://openalex.org/W2114837856","https://openalex.org/W2359364609","https://openalex.org/W4386322429","https://openalex.org/W3212911258","https://openalex.org/W3206280435","https://openalex.org/W2952965081","https://openalex.org/W4313855562","https://openalex.org/W2091422131","https://openalex.org/W2742737769"],"abstract_inverted_index":{"Radar":[0],"imaging":[1,18,27,63,74,86,90,119],"with":[2,75],"1-bit":[3,16,31,43,61,72,84,117,198],"data":[4,166,188],"is":[5,146,173],"attractive":[6],"thanks":[7],"to":[8,58,110,121,162,164],"its":[9],"low":[10],"storage":[11],"and":[12,34,92,140,170,175,182],"transmission":[13],"burden.":[14],"Existing":[15],"radar":[17,62,73,85,118,187,199],"methods":[19],"cannot":[20],"satisfactorily":[21],"suppress":[22],"the":[23,26,50,60,89,93,116,123,137,151,157,160,176,190,193],"artifacts":[24,177],"in":[25,97,197],"result":[28],"induced":[29],"by":[30,114,168],"quantization":[32,79,94,124,130,138,143,171],"error":[33,139,172],"noise.":[35,141],"In":[36,154],"this":[37,155],"article,":[38],"we":[39,66,106],"propose":[40],"a":[41,68,76,108],"new":[42,77],"compressive":[44],"sensing":[45],"(CS)":[46],"based":[47,101,149],"algorithm,":[48,57],"i.e.,":[49],"adversarial-sample-based":[51],"binary":[52],"iterative":[53,99],"hard":[54],"thresholding":[55],"(AS-BIHT)":[56],"improve":[59],"performance.":[64],"First,":[65],"formulate":[67],"parametric":[69,83],"model":[70,87,120,161],"for":[71],"adjustable":[78],"level":[80,95,144],"parameter.":[81],"The":[82,142],"updates":[88],"scene":[91],"parameter":[96,145],"an":[98],"fashion":[100],"on":[102,133,150,185],"adversarial":[103,112,134,152],"samples.":[104,153],"Then,":[105],"design":[107],"mechanism":[109],"generate":[111],"samples":[113,135],"attacking":[115],"resist":[122],"consistency":[125],"condition,":[126],"such":[127],"that":[128],"forcing":[129],"consistent":[131],"reconstruction":[132],"mitigates":[136],"then":[147],"tuned":[148],"way,":[156],"ability":[158],"of":[159,192],"adapt":[163],"echo":[165],"contaminated":[167],"noise":[169],"enhanced,":[174],"are":[178],"well":[179],"suppressed.":[180],"Simulation":[181],"experimental":[183],"results":[184],"real":[186],"demonstrate":[189],"effectiveness":[191],"proposed":[194],"AS-BIHT":[195],"algorithm":[196],"imaging.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
