{"id":"https://openalex.org/W4406012054","doi":"https://doi.org/10.1109/taes.2024.3525455","title":"Learning-Enhanced Riemannian Gradient Descent Method for Transmit\u2013Receive Joint Design Toward ISRJ Suppression","display_name":"Learning-Enhanced Riemannian Gradient Descent Method for Transmit\u2013Receive Joint Design Toward ISRJ Suppression","publication_year":2025,"publication_date":"2025-01-02","ids":{"openalex":"https://openalex.org/W4406012054","doi":"https://doi.org/10.1109/taes.2024.3525455"},"language":"en","primary_location":{"id":"doi:10.1109/taes.2024.3525455","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2024.3525455","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":true,"oa_status":"green","oa_url":"https://orbilu.uni.lu/bitstream/10993/66363/1/0610-Learning_Enhanced_Transmit_Receive_Joint_Design_Method_for_ISRJ_Suppression_Radar_Systems.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091413699","display_name":"Xiangfeng Qiu","orcid":"https://orcid.org/0000-0002-2770-9891"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiangfeng Qiu","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107205531","display_name":"Weidong Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Jiang","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054002392","display_name":"Yongxiang Liu","orcid":"https://orcid.org/0000-0002-0682-8365"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongxiang Liu","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016154330","display_name":"Symeon Chatzinotas","orcid":"https://orcid.org/0000-0001-5122-0001"},"institutions":[{"id":"https://openalex.org/I4387152169","display_name":"Institute of Informatics & Telecommunications","ror":"https://ror.org/0396t6k89","country_code":null,"type":"facility","lineage":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]},{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]},{"id":"https://openalex.org/I4210152232","display_name":"Institute of Informatics of the Slovak Academy of Sciences","ror":"https://ror.org/04jgqpc26","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210152232"]}],"countries":["GR","SK"],"is_corresponding":false,"raw_author_name":"Symeon Chatzinotas","raw_affiliation_strings":["Institute of Informatics and Telecommunications, National Centre for Scientific Research &#x201C;Demokritos,&#x201D;, Athens, Greece","Institute of Informatics and Telecommunications, National Centre for Scientific Research &#x201C;Demokritos&#x201D;, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics and Telecommunications, National Centre for Scientific Research &#x201C;Demokritos,&#x201D;, Athens, Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4210152232"]},{"raw_affiliation_string":"Institute of Informatics and Telecommunications, National Centre for Scientific Research &#x201C;Demokritos&#x201D;, Athens, Greece","institution_ids":["https://openalex.org/I4387152169","https://openalex.org/I203474044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014201482","display_name":"Fulvio Gini","orcid":"https://orcid.org/0000-0002-5362-7320"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fulvio Gini","raw_affiliation_strings":["Department of Information Engineering, University of Pisa, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075507631","display_name":"Maria Greco","orcid":"https://orcid.org/0000-0002-3804-2949"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Sabrina Greco","raw_affiliation_strings":["Department of Information Engineering, University of Pisa, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5091413699"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":114.2414,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.99948555,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"61","issue":"3","first_page":"6265","last_page":"6279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9976999759674072,"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":0.9976999759674072,"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":0.9965999722480774,"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/T12158","display_name":"Guidance and Control Systems","score":0.9240000247955322,"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/waveform","display_name":"Waveform","score":0.6235564351081848},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.6119011640548706},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5497565269470215},{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.534783124923706},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.523108720779419},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.46427980065345764},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.462202787399292},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.4504021108150482},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.4492350220680237},{"id":"https://openalex.org/keywords/matched-filter","display_name":"Matched filter","score":0.42882171273231506},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4234575629234314},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.38898587226867676},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37220120429992676},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.35732483863830566},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34608471393585205},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.26875996589660645},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.24196818470954895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21354243159294128},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.21175026893615723},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16620847582817078},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.10908174514770508}],"concepts":[{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.6235564351081848},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.6119011640548706},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5497565269470215},{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.534783124923706},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.523108720779419},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.46427980065345764},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.462202787399292},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.4504021108150482},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.4492350220680237},{"id":"https://openalex.org/C50151734","wikidata":"https://www.wikidata.org/wiki/Q1759577","display_name":"Matched filter","level":3,"score":0.42882171273231506},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4234575629234314},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.38898587226867676},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37220120429992676},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.35732483863830566},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34608471393585205},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.26875996589660645},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.24196818470954895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21354243159294128},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21175026893615723},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16620847582817078},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.10908174514770508},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/taes.2024.3525455","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2024.3525455","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"},{"id":"pmh:oai:orbilu.uni.lu:10993/66363","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/66363","pdf_url":"https://orbilu.uni.lu/bitstream/10993/66363/1/0610-Learning_Enhanced_Transmit_Receive_Joint_Design_Method_for_ISRJ_Suppression_Radar_Systems.pdf","source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Aerospace and Electronic Systems, 61 (3), 6265 - 6279 (2025-01-02)","raw_type":"peer reviewed"},{"id":"pmh:oai:arpi.unipi.it:11568/1344031","is_oa":false,"landing_page_url":"https://hdl.handle.net/11568/1344031","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:orbilu.uni.lu:10993/66363","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/66363","pdf_url":"https://orbilu.uni.lu/bitstream/10993/66363/1/0610-Learning_Enhanced_Transmit_Receive_Joint_Design_Method_for_ISRJ_Suppression_Radar_Systems.pdf","source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Aerospace and Electronic Systems, 61 (3), 6265 - 6279 (2025-01-02)","raw_type":"peer reviewed"},"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5979008009","display_name":null,"funder_award_id":"61921001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7033253288","display_name":null,"funder_award_id":"Grants","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7713788294","display_name":null,"funder_award_id":"62022091","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8589651859","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320317295","display_name":"Dipartimenti di Eccellenza","ror":null},{"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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406012054.pdf","grobid_xml":"https://content.openalex.org/works/W4406012054.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1571075643","https://openalex.org/W1923779967","https://openalex.org/W2064191652","https://openalex.org/W2560387686","https://openalex.org/W2811404158","https://openalex.org/W2963704853","https://openalex.org/W2999990508","https://openalex.org/W3048088183","https://openalex.org/W3086311908","https://openalex.org/W3100772943","https://openalex.org/W3136606735","https://openalex.org/W3175227157","https://openalex.org/W3175537283","https://openalex.org/W3179931322","https://openalex.org/W3196808239","https://openalex.org/W3199750325","https://openalex.org/W4213126404","https://openalex.org/W4214924723","https://openalex.org/W4286722201","https://openalex.org/W4292018265","https://openalex.org/W4312552240","https://openalex.org/W4323539420","https://openalex.org/W4375868820","https://openalex.org/W4380905898","https://openalex.org/W4382203357","https://openalex.org/W4385324277","https://openalex.org/W4386142022","https://openalex.org/W4386320391","https://openalex.org/W4388901672","https://openalex.org/W4390187182","https://openalex.org/W4390332098","https://openalex.org/W4390547417","https://openalex.org/W4392061732","https://openalex.org/W4399039432","https://openalex.org/W4400810035","https://openalex.org/W4401536853","https://openalex.org/W4402401552","https://openalex.org/W4403758802","https://openalex.org/W4404132925","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W4206903459","https://openalex.org/W2754816816","https://openalex.org/W4366280654","https://openalex.org/W3160167280","https://openalex.org/W4231621013","https://openalex.org/W4362706668","https://openalex.org/W3008318776","https://openalex.org/W1977633006","https://openalex.org/W1971945429","https://openalex.org/W2041416246"],"abstract_inverted_index":{"The":[0,122],"interrupted":[1],"sampling":[2],"repeater":[3],"jamming":[4,172],"(ISRJ)":[5],"can":[6,189],"create":[7],"false":[8],"targets":[9],"that":[10,185],"obscure":[11],"real":[12],"targets,":[13],"leading":[14],"to":[15,48],"radar":[16,30],"target":[17],"detection":[18],"failures.":[19],"This":[20],"study":[21],"investigates":[22],"the":[23,37,50,64,72,92,109,138,154,175,186],"ISRJ":[24,53,206],"countermeasure":[25],"in":[26,76,83,170,200],"multiple-input":[27],"multiple-output":[28],"(MIMO)":[29],"through":[31,132],"transmit-receive":[32,38],"joint":[33],"design.":[34],"We":[35],"model":[36],"design":[39,191],"problem":[40,75,162],"as":[41],"a":[42,100,119,147],"jointly":[43],"constrained":[44,74],"optimization":[45,139],"problem,":[46],"aiming":[47],"minimize":[49],"waveform":[51],"sidelobes,":[52],"energy,":[54],"and":[55,89,95,129,143,164,194,205],"mutual":[56],"interference":[57],"among":[58],"various":[59],"waveform-filter":[60],"pairs.":[61],"To":[62,87],"address":[63],"difficulties":[65],"posed":[66],"by":[67,146],"non-convex":[68],"constraints,":[69],"we":[70,98],"transform":[71],"original":[73],"Euclidean":[77],"space":[78],"into":[79,116],"an":[80],"unconstrained":[81],"one":[82],"Riemannian":[84,102,111],"manifold":[85],"space.":[86],"simultaneously":[88],"adaptively":[90,144],"update":[91],"transmit":[93,127,192],"waveforms":[94,128,193],"receive":[96,130,195],"filters,":[97],"propose":[99],"learning-enhanced":[101],"gradient":[103,112,134],"descent":[104,113,135],"(LE-RGD)":[105],"method,":[106],"which":[107],"unfolds":[108],"classical":[110],"(RGD)":[114],"method":[115,188],"layers":[117],"of":[118,202],"neural":[120],"network.":[121],"LE-RGD":[123,155,187],"algorithm":[124],"directly":[125],"optimizes":[126],"filters":[131,196],"implicit":[133],"iterations,":[136],"where":[137],"strategy":[140],"is":[141,157],"dynamically":[142],"determined":[145],"parameterized":[148],"network":[149,156],"at":[150,160],"each":[151,161],"iteration.":[152],"Furthermore,":[153],"randomly":[158],"initialized":[159],"instance":[163],"updated":[165],"iteratively,":[166],"facilitating":[167],"its":[168],"application":[169],"diverse":[171],"environments":[173],"without":[174],"need":[176],"for":[177],"labeled":[178],"training":[179],"data.":[180],"Numerical":[181],"experiments":[182],"conclusively":[183],"show":[184],"effectively":[190],"with":[197],"high":[198],"performance":[199],"terms":[201],"pulse":[203],"compression":[204],"suppression.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":19}],"updated_date":"2026-03-22T08:09:32.410652","created_date":"2025-01-03T00:00:00"}
