{"id":"https://openalex.org/W7117296676","doi":"https://doi.org/10.1109/taes.2025.3648973","title":"ISRJ Suppression Using Joint Morphological Component Analysis and Signal Reconstruction Based on Jamming Parameters Estimation","display_name":"ISRJ Suppression Using Joint Morphological Component Analysis and Signal Reconstruction Based on Jamming Parameters Estimation","publication_year":2025,"publication_date":"2025-12-26","ids":{"openalex":"https://openalex.org/W7117296676","doi":"https://doi.org/10.1109/taes.2025.3648973"},"language":null,"primary_location":{"id":"doi:10.1109/taes.2025.3648973","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2025.3648973","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/A5046673379","display_name":"Shaopeng Wei","orcid":"https://orcid.org/0000-0002-0390-4692"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaopeng Wei","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Haoyu Han","orcid":"https://orcid.org/0009-0004-7618-4325"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyu Han","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121314336","display_name":"Song Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Wei","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121364322","display_name":"Lei Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["School of Electronics and Communication Engineering, Sun Yat-sen University (Shenzhen Campus), Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-sen University (Shenzhen Campus), Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yejian Zhou","orcid":"https://orcid.org/0000-0002-0152-4063"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yejian Zhou","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5046673379"],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.72255632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"62","issue":null,"first_page":"3773","last_page":"3797"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9779000282287598,"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"}},"topics":[{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9779000282287598,"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"}},{"id":"https://openalex.org/T10891","display_name":"Radar Systems and Signal Processing","score":0.007400000002235174,"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"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.005400000140070915,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.8321999907493591},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.6098999977111816},{"id":"https://openalex.org/keywords/radar-jamming-and-deception","display_name":"Radar jamming and deception","score":0.48750001192092896},{"id":"https://openalex.org/keywords/inverse-synthetic-aperture-radar","display_name":"Inverse synthetic aperture radar","score":0.4740000069141388},{"id":"https://openalex.org/keywords/frequency-modulation","display_name":"Frequency modulation","score":0.460099995136261},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.4569999873638153},{"id":"https://openalex.org/keywords/signal-reconstruction","display_name":"Signal reconstruction","score":0.4212999939918518},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.40790000557899475},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.40220001339912415}],"concepts":[{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.8321999907493591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7206000089645386},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.6098999977111816},{"id":"https://openalex.org/C176381164","wikidata":"https://www.wikidata.org/wiki/Q1486507","display_name":"Radar jamming and deception","level":5,"score":0.48750001192092896},{"id":"https://openalex.org/C109094680","wikidata":"https://www.wikidata.org/wiki/Q6060432","display_name":"Inverse synthetic aperture radar","level":4,"score":0.4740000069141388},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4634000062942505},{"id":"https://openalex.org/C11930861","wikidata":"https://www.wikidata.org/wiki/Q181417","display_name":"Frequency modulation","level":3,"score":0.460099995136261},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.4569999873638153},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4562999904155731},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45410001277923584},{"id":"https://openalex.org/C70958404","wikidata":"https://www.wikidata.org/wiki/Q7512728","display_name":"Signal reconstruction","level":4,"score":0.4212999939918518},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.40790000557899475},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.40220001339912415},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.39329999685287476},{"id":"https://openalex.org/C142433447","wikidata":"https://www.wikidata.org/wiki/Q7806653","display_name":"Time\u2013frequency analysis","level":3,"score":0.38589999079704285},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.37790000438690186},{"id":"https://openalex.org/C156872377","wikidata":"https://www.wikidata.org/wiki/Q6786281","display_name":"Matching pursuit","level":3,"score":0.3772999942302704},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.373199999332428},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.36480000615119934},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.3418000042438507},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.335099995136261},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.33009999990463257},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.3269999921321869},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.32179999351501465},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.31520000100135803},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.31380000710487366},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.29910001158714294},{"id":"https://openalex.org/C131426668","wikidata":"https://www.wikidata.org/wiki/Q849203","display_name":"Electronic countermeasure","level":3,"score":0.2976999878883362},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.2969000041484833},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.2953000068664551},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.2574999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taes.2025.3648973","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2025.3648973","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":[],"awards":[{"id":"https://openalex.org/G2419814643","display_name":null,"funder_award_id":"62301612","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2805267708","display_name":null,"funder_award_id":"ZR2023QF004","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G3590187781","display_name":null,"funder_award_id":"62301400","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7977657239","display_name":null,"funder_award_id":"62401018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8346841717","display_name":null,"funder_award_id":"ZR2024MF096","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G8377943605","display_name":null,"funder_award_id":"62471438","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/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2033801480","https://openalex.org/W2040073627","https://openalex.org/W2136398689","https://openalex.org/W2143631583","https://openalex.org/W2147016563","https://openalex.org/W2529659550","https://openalex.org/W2576693436","https://openalex.org/W2588926785","https://openalex.org/W2601083472","https://openalex.org/W2744575051","https://openalex.org/W2791022782","https://openalex.org/W2808527174","https://openalex.org/W2889180350","https://openalex.org/W2903687574","https://openalex.org/W2946727659","https://openalex.org/W2958231826","https://openalex.org/W2969382431","https://openalex.org/W3017347546","https://openalex.org/W3036812998","https://openalex.org/W4210390657","https://openalex.org/W4210890110","https://openalex.org/W4225350636","https://openalex.org/W4226157260","https://openalex.org/W4226485777","https://openalex.org/W4309226124","https://openalex.org/W4319781011","https://openalex.org/W4385151560","https://openalex.org/W4385151597","https://openalex.org/W4386108341","https://openalex.org/W4388901672","https://openalex.org/W4390332030","https://openalex.org/W4392016201","https://openalex.org/W4392981779","https://openalex.org/W4393405171","https://openalex.org/W4401835362","https://openalex.org/W4402260973","https://openalex.org/W4403970553","https://openalex.org/W4404132182","https://openalex.org/W4409724530","https://openalex.org/W4411142863","https://openalex.org/W4412713599"],"related_works":[],"abstract_inverted_index":{"In":[0,62],"electromagnetic":[1],"countermeasures":[2],"circumstances,":[3],"modulated":[4,45,172,198],"interrupted":[5],"sampling":[6],"repeated":[7],"jamming":[8,59,111,120,141,164],"(ISRJ)":[9],"can":[10,112,169],"seriously":[11],"degrade":[12],"the":[13,63,65,73,78,83,92,110,117,132,136,140,150,160],"imaging":[14],"quality":[15],"of":[16,77,105,119,163,204],"synthetic":[17],"aperture":[18],"radar":[19],"(SAR).":[20],"Modulated":[21],"ISRJ":[22,46,106,173,199],"typically":[23],"exhibits":[24,175],"characteristics":[25],"such":[26],"as":[27],"high":[28],"coherence,":[29],"time":[30],"variability,":[31],"fast":[32],"modulation":[33],"with":[34],"short":[35],"slices,":[36],"and":[37,139,165,174,187],"limited":[38],"bandwidth":[39],"dispersion.":[40],"This":[41,167],"paper":[42],"develops":[43],"a":[44,123],"suppression":[47],"method":[48,168],"that":[49,109,193,203],"integrates":[50],"morphological":[51],"component":[52],"analysis":[53],"(MCA)":[54],"assisted":[55],"by":[56,101],"deep":[57],"learning":[58],"parameters":[60],"estimation.":[61],"method,":[64],"YOLO":[66],"model":[67,125],"is":[68,98,126,155,200],"employed":[69],"to":[70,157,202],"detect":[71],"on":[72,88,131,144],"time-frequency":[74,85,103,133],"distribution":[75],"diagram":[76],"echo":[79],"signal,":[80],"accurately":[81],"localizing":[82],"jamming's":[84],"boundaries.":[86],"Based":[87,143],"these":[89],"estimation":[90],"parameters,":[91],"Short-Time":[93],"Fourier":[94],"Transform":[95],"(STFT)":[96],"dictionary":[97],"dynamically":[99],"optimized":[100],"matching":[102],"formation":[104],"segment":[107],"so":[108],"be":[113],"completely":[114],"focused":[115],"at":[116],"stage":[118],"suppression.":[121],"Finally,":[122,183],"dual-dictionary":[124],"constructed":[127],"using":[128],"MCA":[129,146],"based":[130],"differences":[134],"between":[135],"target":[137],"signal":[138],"signal.":[142,166],"this":[145],"model,":[147],"an":[148],"integrating":[149],"iterative":[151],"shrinkage-thresholding":[152],"algorithm":[153],"(ISTA)":[154],"proposed":[156],"jointly":[158],"optimize":[159],"sparse":[161],"representation":[162],"effectively":[170],"suppress":[171],"good":[176],"performance":[177,195],"under":[178],"different":[179],"jamming-to-signal":[180],"ratio":[181],"(JSR).":[182],"both":[184],"simulation":[185],"experiments":[186],"measured":[188],"SAR":[189],"data":[190],"have":[191],"verified":[192],"its":[194],"in":[196],"suppressing":[197],"superior":[201],"traditional":[205],"methods.":[206]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-12-26T00:00:00"}
