{"id":"https://openalex.org/W4412567526","doi":"https://doi.org/10.1109/tcsii.2025.3590998","title":"Learning-Based Scaling Scheme for Markov Jump Systems and Its Application in Operational Amplifier Circuit","display_name":"Learning-Based Scaling Scheme for Markov Jump Systems and Its Application in Operational Amplifier Circuit","publication_year":2025,"publication_date":"2025-07-22","ids":{"openalex":"https://openalex.org/W4412567526","doi":"https://doi.org/10.1109/tcsii.2025.3590998"},"language":"en","primary_location":{"id":"doi:10.1109/tcsii.2025.3590998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2025.3590998","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"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 Circuits and Systems II: Express Briefs","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/A5010807137","display_name":"Qing Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133016","display_name":"Motion Control (United States)","ror":"https://ror.org/03yjg6e54","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133016"]},{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Qing Yang","raw_affiliation_strings":["Anhui Provincial Key Laboratory of Power Electronics and Motion Control, and the School of Electrical and Information Engineering, Anhui University of Technology, Ma’anshan, China","Anhui Provincial Key Laboratory of Power Electronics and Motion Control and the School of Electrical and Information Engineering, Anhui University of Technology, Ma’anshan, China"],"affiliations":[{"raw_affiliation_string":"Anhui Provincial Key Laboratory of Power Electronics and Motion Control, and the School of Electrical and Information Engineering, Anhui University of Technology, Ma’anshan, China","institution_ids":["https://openalex.org/I92178344","https://openalex.org/I4210133016"]},{"raw_affiliation_string":"Anhui Provincial Key Laboratory of Power Electronics and Motion Control and the School of Electrical and Information Engineering, Anhui University of Technology, Ma’anshan, China","institution_ids":["https://openalex.org/I92178344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100378538","display_name":"Jing Wang","orcid":"https://orcid.org/0000-0002-5519-9016"},"institutions":[{"id":"https://openalex.org/I4210133016","display_name":"Motion Control (United States)","ror":"https://ror.org/03yjg6e54","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133016"]},{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Jing Wang","raw_affiliation_strings":["Anhui Provincial Key Laboratory of Power Electronics and Motion Control, and the School of Electrical and Information Engineering, Anhui University of Technology, Ma’anshan, China","Anhui Provincial Key Laboratory of Power Electronics and Motion Control and the School of Electrical and Information Engineering, Anhui University of Technology, Ma’anshan, China"],"affiliations":[{"raw_affiliation_string":"Anhui Provincial Key Laboratory of Power Electronics and Motion Control, and the School of Electrical and Information Engineering, Anhui University of Technology, Ma’anshan, China","institution_ids":["https://openalex.org/I92178344","https://openalex.org/I4210133016"]},{"raw_affiliation_string":"Anhui Provincial Key Laboratory of Power Electronics and Motion Control and the School of Electrical and Information Engineering, Anhui University of Technology, Ma’anshan, China","institution_ids":["https://openalex.org/I92178344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067323219","display_name":"Hao Shen","orcid":"https://orcid.org/0000-0002-4688-9146"},"institutions":[{"id":"https://openalex.org/I4210133016","display_name":"Motion Control (United States)","ror":"https://ror.org/03yjg6e54","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133016"]},{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Hao Shen","raw_affiliation_strings":["Anhui Provincial Key Laboratory of Power Electronics and Motion Control, and the School of Electrical and Information Engineering, Anhui University of Technology, Ma’anshan, China","Anhui Provincial Key Laboratory of Power Electronics and Motion Control and the School of Electrical and Information Engineering, Anhui University of Technology, Ma’anshan, China"],"affiliations":[{"raw_affiliation_string":"Anhui Provincial Key Laboratory of Power Electronics and Motion Control, and the School of Electrical and Information Engineering, Anhui University of Technology, Ma’anshan, China","institution_ids":["https://openalex.org/I92178344","https://openalex.org/I4210133016"]},{"raw_affiliation_string":"Anhui Provincial Key Laboratory of Power Electronics and Motion Control and the School of Electrical and Information Engineering, Anhui University of Technology, Ma’anshan, China","institution_ids":["https://openalex.org/I92178344"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029473053","display_name":"Ju H. Park","orcid":"https://orcid.org/0000-0002-0218-2333"},"institutions":[{"id":"https://openalex.org/I55240360","display_name":"Yeungnam University","ror":"https://ror.org/05yc6p159","country_code":"KR","type":"education","lineage":["https://openalex.org/I55240360"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ju H. Park","raw_affiliation_strings":["Department of Electrical Engineering, Yeungnam University, Gyeongsan, Republic of Korea","Department of Electrical Engineering, Yeungnam University, Kyongsan, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Yeungnam University, Gyeongsan, Republic of Korea","institution_ids":["https://openalex.org/I55240360"]},{"raw_affiliation_string":"Department of Electrical Engineering, Yeungnam University, Kyongsan, Republic of Korea","institution_ids":["https://openalex.org/I55240360"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010807137"],"corresponding_institution_ids":["https://openalex.org/I4210133016","https://openalex.org/I92178344"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08648183,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"72","issue":"9","first_page":"1238","last_page":"1242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.4855000078678131,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.4855000078678131,"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/computer-science","display_name":"Computer science","score":0.5956602096557617},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5937654972076416},{"id":"https://openalex.org/keywords/jump","display_name":"Jump","score":0.5338405966758728},{"id":"https://openalex.org/keywords/operational-amplifier","display_name":"Operational amplifier","score":0.5004575252532959},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.4976532757282257},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.42405325174331665},{"id":"https://openalex.org/keywords/amplifier","display_name":"Amplifier","score":0.3058467507362366},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22789844870567322},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22538799047470093},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.154995858669281},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.1414315402507782}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5956602096557617},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5937654972076416},{"id":"https://openalex.org/C2780695682","wikidata":"https://www.wikidata.org/wiki/Q4005959","display_name":"Jump","level":2,"score":0.5338405966758728},{"id":"https://openalex.org/C145366948","wikidata":"https://www.wikidata.org/wiki/Q178947","display_name":"Operational amplifier","level":4,"score":0.5004575252532959},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.4976532757282257},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.42405325174331665},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.3058467507362366},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22789844870567322},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22538799047470093},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.154995858669281},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.1414315402507782},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsii.2025.3590998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2025.3590998","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"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 Circuits and Systems II: Express Briefs","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/G1322164634","display_name":null,"funder_award_id":"62173001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1847960520","display_name":null,"funder_award_id":"RS-2019-NR040065","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3460663202","display_name":null,"funder_award_id":"62273006","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":17,"referenced_works":["https://openalex.org/W2037025184","https://openalex.org/W2123146397","https://openalex.org/W2148439597","https://openalex.org/W2588279486","https://openalex.org/W2982838649","https://openalex.org/W3024491619","https://openalex.org/W3127008750","https://openalex.org/W4210732025","https://openalex.org/W4280490104","https://openalex.org/W4285184122","https://openalex.org/W4285236361","https://openalex.org/W4285249626","https://openalex.org/W4312247820","https://openalex.org/W4387886070","https://openalex.org/W4396653811","https://openalex.org/W4404035175","https://openalex.org/W4404101325"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2351666715","https://openalex.org/W141820298","https://openalex.org/W1967543778","https://openalex.org/W2757332726","https://openalex.org/W2049584446","https://openalex.org/W2382902960","https://openalex.org/W2079781215","https://openalex.org/W4378770497","https://openalex.org/W4308245303"],"abstract_inverted_index":{"This":[0],"brief":[1],"addresses":[2],"the":[3,26,83,88,94,102,113,125,128],"optimization":[4],"problem":[5,30],"for":[6,31,50,90,104],"Markov":[7],"jump":[8],"systems":[9],"(MJSs)":[10],"with":[11],"unknown":[12],"dynamics":[13,92],"via":[14],"a":[15,37,69,120,145],"novel":[16,70],"scaling-based":[17,71],"reinforcement":[18,72],"learning":[19,48,73,95],"scheme.":[20],"First,":[21],"by":[22,82],"employing":[23],"subsystem":[24],"transformation,":[25],"optimal":[27],"controller":[28],"design":[29],"MJSs":[32],"is":[33,75,116,131,142],"reformulated":[34],"into":[35],"solving":[36,51],"set":[38],"of":[39,112,127,147],"parallel":[40],"and":[41,100,139],"decoupled":[42],"algebraic":[43],"Riccati":[44],"equations":[45,53],"(DAREs).":[46],"Traditional":[47],"schemes":[49],"these":[52,67],"either":[54],"require":[55],"initially":[56,106],"admissible":[57,107],"control":[58,108],"policies":[59],"or":[60],"suffer":[61],"from":[62],"slow":[63],"convergence.":[64],"To":[65],"overcome":[66],"limitations,":[68],"algorithm":[74],"proposed.":[76],"Several":[77],"notable":[78],"advantages":[79],"are":[80],"exhibited":[81],"proposed":[84,114,129],"algorithm:":[85],"it":[86],"eliminates":[87],"need":[89],"system":[91],"during":[93],"process,":[96],"achieves":[97],"faster":[98],"convergence,":[99],"relaxes":[101],"requirement":[103],"an":[105,134],"policy.":[109],"The":[110],"effectiveness":[111],"scheme":[115,130],"rigorously":[117],"proven":[118],"through":[119,144],"mathematical":[121],"induction":[122],"method.":[123],"Finally,":[124],"feasibility":[126],"verified":[132],"using":[133],"operational":[135],"amplifier":[136],"circuit":[137],"example,":[138],"its":[140],"superiority":[141],"demonstrated":[143],"series":[146],"comparative":[148],"simulations.":[149]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}