{"id":"https://openalex.org/W4362473409","doi":"https://doi.org/10.1142/s0218126623502808","title":"A Distributed Projection Neurodynamic Approach for Solving BP Denoising Problem in Sparse Recovery","display_name":"A Distributed Projection Neurodynamic Approach for Solving BP Denoising Problem in Sparse Recovery","publication_year":2023,"publication_date":"2023-03-31","ids":{"openalex":"https://openalex.org/W4362473409","doi":"https://doi.org/10.1142/s0218126623502808"},"language":"en","primary_location":{"id":"doi:10.1142/s0218126623502808","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126623502808","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","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/A5006046907","display_name":"Wenjian He","orcid":"https://orcid.org/0000-0003-0286-6986"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjian He","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, 400044, P. R. China","Key Laboratory of Dependable Service Computing in Cyber Physical Society (Chongqing University), Ministry of Education, Chongqing, 400044, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, 400044, P. R. China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Key Laboratory of Dependable Service Computing in Cyber Physical Society (Chongqing University), Ministry of Education, Chongqing, 400044, P. R. China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004060021","display_name":"Xueyong Xu","orcid":"https://orcid.org/0009-0004-6429-659X"},"institutions":[{"id":"https://openalex.org/I3017770710","display_name":"China North Industries Group Corporation (China)","ror":"https://ror.org/00cwdhv97","country_code":"CN","type":"company","lineage":["https://openalex.org/I3017770710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueyong Xu","raw_affiliation_strings":["North Information Control Research Academy Group Co., Ltd, Nanjing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Information Control Research Academy Group Co., Ltd, Nanjing, P. R. China","institution_ids":["https://openalex.org/I3017770710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374652","display_name":"Yu Xia","orcid":"https://orcid.org/0009-0003-9800-1051"},"institutions":[{"id":"https://openalex.org/I3017770710","display_name":"China North Industries Group Corporation (China)","ror":"https://ror.org/00cwdhv97","country_code":"CN","type":"company","lineage":["https://openalex.org/I3017770710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Xia","raw_affiliation_strings":["North Information Control Research Academy Group Co., Ltd, Nanjing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Information Control Research Academy Group Co., Ltd, Nanjing, P. R. China","institution_ids":["https://openalex.org/I3017770710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101428475","display_name":"Qin Mao","orcid":"https://orcid.org/0009-0008-6146-7794"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]},{"id":"https://openalex.org/I4210167317","display_name":"Qiannan Normal College For Nationalities","ror":"https://ror.org/05szpc322","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210167317"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Mao","raw_affiliation_strings":["College of Computer and Information, Qiannan Normal College Nationalities, Doupengshan Road, Duyun, 558000, P. R. China","The Key Laboratory of Complex Systems and Intelligent Optimization of Guizhou Province, Duyun, 558000, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information, Qiannan Normal College Nationalities, Doupengshan Road, Duyun, 558000, P. R. China","institution_ids":["https://openalex.org/I4210167317"]},{"raw_affiliation_string":"The Key Laboratory of Complex Systems and Intelligent Optimization of Guizhou Province, Duyun, 558000, P. R. China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083126155","display_name":"You Zhao","orcid":"https://orcid.org/0000-0002-8305-5984"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I3017770710","display_name":"China North Industries Group Corporation (China)","ror":"https://ror.org/00cwdhv97","country_code":"CN","type":"company","lineage":["https://openalex.org/I3017770710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"You Zhao","raw_affiliation_strings":["Key Laboratory of Dependable Service Computing in Cyber Physical Society (Chongqing University), Ministry of Education, Chongqing, 400044, P. R. China","North Information Control Research Academy Group Co., Ltd, Nanjing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Dependable Service Computing in Cyber Physical Society (Chongqing University), Ministry of Education, Chongqing, 400044, P. R. China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"North Information Control Research Academy Group Co., Ltd, Nanjing, P. R. China","institution_ids":["https://openalex.org/I3017770710"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079461118","display_name":"Tao Xiang","orcid":"https://orcid.org/0000-0002-9439-4623"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tao Xiang","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, 400044, P. R. China","Key Laboratory of Dependable Service Computing in Cyber Physical Society (Chongqing University), Ministry of Education, Chongqing, 400044, P. R. China"],"raw_orcid":"https://orcid.org/0000-0002-9439-4623","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, 400044, P. R. China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Key Laboratory of Dependable Service Computing in Cyber Physical Society (Chongqing University), Ministry of Education, Chongqing, 400044, P. R. China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079461118"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":0.1836,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.40105167,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"32","issue":"16","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.993399977684021,"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":0.993399977684021,"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/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9882000088691711,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6533275842666626},{"id":"https://openalex.org/keywords/basis-pursuit","display_name":"Basis pursuit","score":0.6345680952072144},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5939441919326782},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5511884689331055},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.5470058917999268},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.54405277967453},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4971204102039337},{"id":"https://openalex.org/keywords/projection-pursuit","display_name":"Projection pursuit","score":0.49316924810409546},{"id":"https://openalex.org/keywords/image-denoising","display_name":"Image denoising","score":0.4778865575790405},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.46524202823638916},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.43010014295578003},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.41638779640197754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39810019731521606},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3972177803516388},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3298393189907074},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2840053141117096},{"id":"https://openalex.org/keywords/matching-pursuit","display_name":"Matching pursuit","score":0.09788206219673157}],"concepts":[{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6533275842666626},{"id":"https://openalex.org/C99217422","wikidata":"https://www.wikidata.org/wiki/Q4867576","display_name":"Basis pursuit","level":4,"score":0.6345680952072144},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5939441919326782},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5511884689331055},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.5470058917999268},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.54405277967453},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4971204102039337},{"id":"https://openalex.org/C118038509","wikidata":"https://www.wikidata.org/wiki/Q382970","display_name":"Projection pursuit","level":2,"score":0.49316924810409546},{"id":"https://openalex.org/C2983327147","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Image denoising","level":3,"score":0.4778865575790405},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.46524202823638916},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.43010014295578003},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41638779640197754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39810019731521606},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3972177803516388},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3298393189907074},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2840053141117096},{"id":"https://openalex.org/C156872377","wikidata":"https://www.wikidata.org/wiki/Q6786281","display_name":"Matching pursuit","level":3,"score":0.09788206219673157},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218126623502808","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126623502808","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1546930127","display_name":null,"funder_award_id":"U20A20176","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2304842078","display_name":"\u79fb\u52a8\u793e\u4f1a\u5a92\u4f53\u5927\u6570\u636e\u5171\u4eab\u4ea4\u6362\u4e2d\u7684\u9690\u79c1\u4fdd\u62a4\u7814\u7a76","funder_award_id":"61932006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2889962487","display_name":null,"funder_award_id":"62176027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8288271537","display_name":null,"funder_award_id":"2018AAA0100101","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1553670328","https://openalex.org/W2033972343","https://openalex.org/W2058961190","https://openalex.org/W2074682976","https://openalex.org/W2078204800","https://openalex.org/W2093922090","https://openalex.org/W2105504486","https://openalex.org/W2109449402","https://openalex.org/W2109668884","https://openalex.org/W2110663062","https://openalex.org/W2123031198","https://openalex.org/W2127271355","https://openalex.org/W2130278867","https://openalex.org/W2145096794","https://openalex.org/W2284760372","https://openalex.org/W2312788108","https://openalex.org/W2488243001","https://openalex.org/W2548019060","https://openalex.org/W2774018344","https://openalex.org/W2805747803","https://openalex.org/W2944513470","https://openalex.org/W2949662773","https://openalex.org/W2963542245","https://openalex.org/W2963771536","https://openalex.org/W2980820220","https://openalex.org/W3034713808","https://openalex.org/W3035418072","https://openalex.org/W3097455612","https://openalex.org/W3104792420","https://openalex.org/W3107235539","https://openalex.org/W3134884876","https://openalex.org/W3173851218","https://openalex.org/W3183580613","https://openalex.org/W3199202134","https://openalex.org/W3199358485","https://openalex.org/W4250955649","https://openalex.org/W4293211437","https://openalex.org/W4312879185"],"related_works":["https://openalex.org/W3088606048","https://openalex.org/W2169904627","https://openalex.org/W4300448317","https://openalex.org/W2952153915","https://openalex.org/W4289259997","https://openalex.org/W2330143608","https://openalex.org/W2562633204","https://openalex.org/W2131849218","https://openalex.org/W2388133936","https://openalex.org/W1983749341"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"a":[3,16,54,128],"novel":[4,55],"projection":[5,45,82],"neurodynamic":[6,57,83],"approach":[7,58,84],"for":[8,69],"solving":[9],"the":[10,22,33,42,64,73,79,99,110,117,133,136],"basis":[11],"pursuit":[12],"denoising":[13],"(BPDN)":[14],"in":[15,116],"distributed":[17,23,34,56,65,81],"manner.":[18],"First,":[19],"by":[20,109],"using":[21],"consensus":[24],"theorem":[25],"over":[26],"undirected":[27],"graph":[28],"and":[29,50,75,148],"supplementary":[30],"variables":[31],"method,":[32],"version":[35,66],"of":[36,44,67,78,101,112,119,135],"BPDN":[37,68],"is":[38,59,152],"obtained.":[39],"Second,":[40],"with":[41,63,140],"help":[43],"operators,":[46],"primal-dual":[47],"dynamical":[48],"system":[49],"derivative":[51],"feedback":[52],"terms,":[53],"proposed":[60,80],"to":[61,93,131],"deal":[62],"sparse":[70,94],"recovery.":[71],"Moreover,":[72],"optimality":[74],"convergence":[76],"properties":[77],"(DPNA)":[85],"are":[86],"analyzed":[87],"rigorously.":[88],"Finally,":[89],"we":[90,124],"apply":[91],"DPNA":[92,102,126,151],"signal":[95],"reconstruction":[96,114],"which":[97],"demonstrates":[98],"effectiveness":[100],"through":[103],"numerical":[104],"experiments.":[105],"In":[106],"addition,":[107],"inspired":[108],"role":[111],"image":[113],"technology":[115],"field":[118],"defense":[120,142],"against":[121],"adversarial":[122],"attack,":[123],"use":[125],"as":[127,145],"preprocessing":[129],"method":[130],"enhance":[132],"robustness":[134],"deep":[137],"model.":[138],"Compared":[139],"known":[141],"schemes":[143],"such":[144],"JEPG,":[146],"ComDefend,":[147],"OMP,":[149],"our":[150],"better":[153],"than":[154],"them.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}