{"id":"https://openalex.org/W2277091831","doi":"https://doi.org/10.1109/gcce.2015.7398635","title":"Intelligent control of USM using a modified NN with PSO","display_name":"Intelligent control of USM using a modified NN with PSO","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2277091831","doi":"https://doi.org/10.1109/gcce.2015.7398635","mag":"2277091831"},"language":"en","primary_location":{"id":"doi:10.1109/gcce.2015.7398635","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce.2015.7398635","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 4th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-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/A5003772264","display_name":"Shenglin Mu","orcid":"https://orcid.org/0000-0003-0787-7350"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Shenglin Mu","raw_affiliation_strings":["Electronics Control Department, Hiroshima College, Hiroshima, Japan"],"affiliations":[{"raw_affiliation_string":"Electronics Control Department, Hiroshima College, Hiroshima, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103642723","display_name":"Kanya Tanaka","orcid":null},"institutions":[{"id":"https://openalex.org/I173915773","display_name":"Yamaguchi University","ror":"https://ror.org/03cxys317","country_code":"JP","type":"education","lineage":["https://openalex.org/I173915773"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kanya Tanaka","raw_affiliation_strings":["Graduate School of Science and Engineering, Yamaguchi University, Yamaguchi, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Yamaguchi University, Yamaguchi, Japan","institution_ids":["https://openalex.org/I173915773"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031292688","display_name":"Shota Nakashima","orcid":"https://orcid.org/0000-0002-1849-6927"},"institutions":[{"id":"https://openalex.org/I173915773","display_name":"Yamaguchi University","ror":"https://ror.org/03cxys317","country_code":"JP","type":"education","lineage":["https://openalex.org/I173915773"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shota Nakashima","raw_affiliation_strings":["Graduate School of Science and Engineering, Yamaguchi University, Yamaguchi, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Yamaguchi University, Yamaguchi, Japan","institution_ids":["https://openalex.org/I173915773"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060525499","display_name":"Hiromosa Tomimoto","orcid":null},"institutions":[{"id":"https://openalex.org/I173915773","display_name":"Yamaguchi University","ror":"https://ror.org/03cxys317","country_code":"JP","type":"education","lineage":["https://openalex.org/I173915773"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiromosa Tomimoto","raw_affiliation_strings":["Graduate School of Science and Engineering, Yamaguchi University, Yamaguchi, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Yamaguchi University, Yamaguchi, Japan","institution_ids":["https://openalex.org/I173915773"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083470688","display_name":"Shingo Aramaki","orcid":"https://orcid.org/0000-0003-4878-7095"},"institutions":[{"id":"https://openalex.org/I173915773","display_name":"Yamaguchi University","ror":"https://ror.org/03cxys317","country_code":"JP","type":"education","lineage":["https://openalex.org/I173915773"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shingo Aramaki","raw_affiliation_strings":["Graduate School of Science and Engineering, Yamaguchi University, Yamaguchi, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Yamaguchi University, Yamaguchi, Japan","institution_ids":["https://openalex.org/I173915773"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003772264"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6732,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75561198,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"507","last_page":"510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11525","display_name":"Piezoelectric Actuators and Control","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11525","display_name":"Piezoelectric Actuators and Control","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11749","display_name":"Iterative Learning Control Systems","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T13644","display_name":"Control Systems in Engineering","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7919940948486328},{"id":"https://openalex.org/keywords/pid-controller","display_name":"PID controller","score":0.7801584601402283},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.565650463104248},{"id":"https://openalex.org/keywords/intelligent-control","display_name":"Intelligent control","score":0.5463268756866455},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.5285146236419678},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5093134641647339},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.4895709455013275},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4807133972644806},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4367370009422302},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.411784291267395},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.38842839002609253},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3824734091758728},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21537700295448303},{"id":"https://openalex.org/keywords/temperature-control","display_name":"Temperature control","score":0.13409414887428284}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7919940948486328},{"id":"https://openalex.org/C47116090","wikidata":"https://www.wikidata.org/wiki/Q716829","display_name":"PID controller","level":3,"score":0.7801584601402283},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.565650463104248},{"id":"https://openalex.org/C82327864","wikidata":"https://www.wikidata.org/wiki/Q835100","display_name":"Intelligent control","level":2,"score":0.5463268756866455},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.5285146236419678},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5093134641647339},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.4895709455013275},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4807133972644806},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4367370009422302},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.411784291267395},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.38842839002609253},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3824734091758728},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21537700295448303},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.13409414887428284},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcce.2015.7398635","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce.2015.7398635","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 4th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1982786448","https://openalex.org/W1990903241","https://openalex.org/W2025485057","https://openalex.org/W2043822600","https://openalex.org/W2061655690","https://openalex.org/W2119467462","https://openalex.org/W2121043508","https://openalex.org/W2147266498","https://openalex.org/W2169245194","https://openalex.org/W2341509673","https://openalex.org/W2573649316","https://openalex.org/W2730472374","https://openalex.org/W6703967216","https://openalex.org/W6740638721"],"related_works":["https://openalex.org/W2002388147","https://openalex.org/W3098928304","https://openalex.org/W2394883510","https://openalex.org/W2150958483","https://openalex.org/W2165013373","https://openalex.org/W2147480136","https://openalex.org/W2153629532","https://openalex.org/W2393592727","https://openalex.org/W2368034024","https://openalex.org/W2361537515"],"abstract_inverted_index":{"As":[0],"aging":[1],"society":[2],"problem":[3],"goes":[4],"severe":[5],"In":[6,56,74,93,119],"not":[7],"only":[8],"Japan":[9],"but":[10],"also":[11],"the":[12,22,41,66,79,115,120,122,139,145,155,163],"whole":[13],"world,":[14],"more":[15,17,85],"and":[16,24,31,76],"attentions":[18],"are":[19,35,44,81,152],"attracted":[20],"to":[21,83,89],"social":[23],"welfare":[25,77],"fields.":[26],"Many":[27],"researches":[28],"on":[29,128],"science":[30],"technology":[32],"for":[33,49,54,65,114],"elders":[34],"implemented":[36,143],"in":[37,158],"rencent":[38],"years.":[39],"With":[40],"background,":[42],"there":[43],"a":[45,59],"lot":[46],"of":[47,68,117,138,149,162],"needs":[48],"techonologies":[50],"with":[51,62,106],"novel":[52],"features":[53,64],"improvement.":[55],"this":[57,94],"paper,":[58],"control":[60,99,116,133,151],"method":[61,100,157,164],"attractive":[63],"actuator":[67],"Ultrasonic":[69],"Motors":[70],"(USMs)":[71],"is":[72,112,125,142,165],"introduced.":[73],"medical":[75],"areas,":[78],"USMs":[80],"expected":[82],"play":[84],"important":[86],"roles":[87],"owing":[88],"their":[90],"special":[91],"characteristics.":[92],"research,":[95],"an":[96],"intelligent":[97,123],"PID":[98,132,150],"using":[101,134],"Neural":[102],"Network":[103],"(NN)":[104],"combined":[105],"type":[107,131],"Particle":[108],"Swarm":[109],"Optimization":[110],"(PSO)":[111],"developed":[113],"USM.":[118],"method,":[121],"controller":[124],"designed":[126],"based":[127],"variable":[129],"gain":[130],"NN.":[135],"The":[136,147,160],"learning":[137],"NN":[140],"unit":[141],"by":[144,154,167],"PSO.":[146],"gains":[148],"adjusted":[153],"proposed":[156],"real-time.":[159],"effectiveness":[161],"verified":[166],"experimental":[168],"results.":[169]},"counts_by_year":[{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}