Modeling and controlling the descent operation of a fish robot using neural networks
This paper presents a neural networks model (NNM) and for modeling and identifying the nonlinear behavior of a fish robot. Firstly, a set of driving moment signals were applied to the fish robot in order to investigate the fish robot operation. Consequently, a neural networks model was constructed a...
Saved in:
Published in | 2015 15th International Conference on Control, Automation and Systems (ICCAS) pp. 1920 - 1923 |
---|---|
Main Authors | , , |
Format | Conference Proceeding |
Language | English |
Published |
Institute of Control, Robotics and Systems - ICROS
01.10.2015
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | This paper presents a neural networks model (NNM) and for modeling and identifying the nonlinear behavior of a fish robot. Firstly, a set of driving moment signals were applied to the fish robot in order to investigate the fish robot operation. Consequently, a neural networks model was constructed and an identification scheme based on Genetic Algorithm was developed. Validation results proved the ability of proposed scheme to tracking the descent operation of the fish robot. The combination of PID controller and NNM was implemented and successfully control fish robot follow given trajectories. |
---|---|
AbstractList | This paper presents a neural networks model (NNM) and for modeling and identifying the nonlinear behavior of a fish robot. Firstly, a set of driving moment signals were applied to the fish robot in order to investigate the fish robot operation. Consequently, a neural networks model was constructed and an identification scheme based on Genetic Algorithm was developed. Validation results proved the ability of proposed scheme to tracking the descent operation of the fish robot. The combination of PID controller and NNM was implemented and successfully control fish robot follow given trajectories. |
Author | Byung Ryong Lee Kyung Kwan Ahn Phi Luan Nguyen |
Author_xml | – sequence: 1 surname: Phi Luan Nguyen fullname: Phi Luan Nguyen email: philuanbk@gmail.com organization: Sch. of Mech. Eng., Univ. of Ulsan, Ulsan, South Korea – sequence: 2 surname: Byung Ryong Lee fullname: Byung Ryong Lee email: brlee@ulsan.ac.kr organization: Sch. of Mech. Eng., Univ. of Ulsan, Ulsan, South Korea – sequence: 3 surname: Kyung Kwan Ahn fullname: Kyung Kwan Ahn email: kkahn@ulsan.ac.kr organization: Sch. of Mech. Eng., Univ. of Ulsan, Ulsan, South Korea |
BookMark | eNotkMtKAzEYhSNUsK19Ad3kBabmMpNJlmXwUqi4sK5LLn9scExKkiK-vVW7-jhw-OCcGZrEFAGhG0qWlBJ1tx6G1euSEdotey5a0asLNJNKcUY7IukETRlRvOkpo1doUUowhPGWU9GyKdo-JwdjiO9YR4dtijWn8S_XPWAHxUKsOB0g6xpSxMljjX0oe5yTSRUfy283wjHr8YT6lfJHuUaXXo8FFmfO0dvD_XZ4ajYvj-thtWkCI7I2TiimDUjded1qqgURVlhrxWkF9cb3nadCOTC2F6Jtve-MkdoR1zEhnQQ-R7f_3gAAu0MOnzp_784n8B_b3FST |
ContentType | Conference Proceeding |
DBID | 6IE 6IL CBEJK RIE RIL |
DOI | 10.1109/ICCAS.2015.7364679 |
DatabaseName | IEEE Electronic Library (IEL) Conference Proceedings IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume IEEE Xplore All Conference Proceedings IEEE Xplore IEEE Proceedings Order Plans (POP All) 1998-Present |
DatabaseTitleList | |
Database_xml | – sequence: 1 dbid: RIE name: IEEE Xplore url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/ sourceTypes: Publisher |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering |
EISBN | 8993215081 9788993215083 |
EndPage | 1923 |
ExternalDocumentID | 7364679 |
Genre | orig-research |
GroupedDBID | 6IE 6IF 6IK 6IL 6IN AAJGR ALMA_UNASSIGNED_HOLDINGS BEFXN BFFAM BGNUA BKEBE BPEOZ CBEJK IEGSK IERZE OCL RIE RIL |
ID | FETCH-LOGICAL-i208t-d692abe8a5fa4a1a606c6ccc63641fbf75f169debc76644ff5bb8ad0d5268d8e3 |
IEDL.DBID | RIE |
ISSN | 2093-7121 |
IngestDate | Wed Jun 26 19:25:04 EDT 2024 |
IsPeerReviewed | false |
IsScholarly | false |
Language | English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-i208t-d692abe8a5fa4a1a606c6ccc63641fbf75f169debc76644ff5bb8ad0d5268d8e3 |
PageCount | 4 |
ParticipantIDs | ieee_primary_7364679 |
PublicationCentury | 2000 |
PublicationDate | 20151001 |
PublicationDateYYYYMMDD | 2015-10-01 |
PublicationDate_xml | – month: 10 year: 2015 text: 20151001 day: 01 |
PublicationDecade | 2010 |
PublicationTitle | 2015 15th International Conference on Control, Automation and Systems (ICCAS) |
PublicationTitleAbbrev | ICCAS |
PublicationYear | 2015 |
Publisher | Institute of Control, Robotics and Systems - ICROS |
Publisher_xml | – name: Institute of Control, Robotics and Systems - ICROS |
SSID | ssib023431642 ssj0001967861 ssib008337175 ssib025354791 |
Score | 1.6240705 |
Snippet | This paper presents a neural networks model (NNM) and for modeling and identifying the nonlinear behavior of a fish robot. Firstly, a set of driving moment... |
SourceID | ieee |
SourceType | Publisher |
StartPage | 1920 |
SubjectTerms | Biomimetics descent dynamic modeling fish robot flexible tail pectoral fin Propulsion Robots |
Title | Modeling and controlling the descent operation of a fish robot using neural networks |
URI | https://ieeexplore.ieee.org/document/7364679 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV05T8MwGLXaTrBwtIhbHhhJmtiO7YyooipIRUi0UrfKJxRQUrXpwq_HTtJwiIEphyLFdr7kfXbeex8AVw7UsZWEBf6CgFBsAmGpDtynj0ukkshKvzQwfqCjKbmfJbMWuG60MMaYknxmQr9b_svXudr4pbI-w9S912kbtHmEKq1WEzscY_YNChH2Gm_SQDdKcEJY7QvzWtnCMF7aqSI3qQ9YjOKtpiZK-3eDwc2TJ34lYX3TH9VXSvAZ7oHxttkV5-Qt3BQyVB-_HB3_26990PuS-cHHBsAOQMtkh2D3m0NhF0x8rTSvWIci07DmtZfHLnGEuvKCgvnSVIEEcwsFtIv1C1zlMi-gp9U_Q2-aKd7dpqScr3tgOrydDEZBXYghWKCIF4GmKRLScJFYQUQs3KRHUaUUde2OrbQssTFNtZGKUZdfWZtIyYWOtPeS0dzgI9DJ8swcA0hSpXzZK22NJjolAhnENEYWGaxjw05A14_PfFl5bczroTn9-_QZ2PHPqCLXnYNOsdqYC5ckFPKyjI5PDi64JA |
link.rule.ids | 310,311,786,790,795,796,802,27956,55107 |
linkProvider | IEEE |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1NT8IwGG4QD-rFDzB-24NHB1vbtdvREAkoEBMh4Ub6qajZCIyLv952G4jGg6d9ZMna7t2et93zPC8ANxbUsRGEee4Cj1CsPW6o8uynLxJIhr4RbmmgP6CdEXkYh-MKuF1rYbTWOflMN9xu_i9fpXLplsqaDFP7XsdbYNvivM8KtdY6eiKM2QYYIuxU3mQN3ijEIWGlM8xbYQzDotxQFdlpvccCFKxUNX7c7LZad8-O-hU2ytv-qL-Sw097H_RXDS9YJ--NZSYa8vOXp-N_e3YA6t9CP_i0hrBDUNHJEdjb8CisgaGrluY065AnCpbM9vzYpo5QFW5QMJ3pIpRgaiCHZrp4hfNUpBl0xPoX6Gwz-Yfd5KTzRR2M2vfDVscrSzF4U-RHmadojLjQEQ8NJzzgdtojqZSS2nYHRhgWmoDGSgvJqM2wjAmFiLjylXOTUZHGx6CapIk-AZDEUrrCV8poRVRMONKIKYwM0lgFmp2Cmhufyaxw25iUQ3P29-lrsNMZ9nuTXnfweA523fMqqHYXoJrNl_rSpgyZuMoj5Qv0Brt4 |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=2015+15th+International+Conference+on+Control%2C+Automation+and+Systems+%28ICCAS%29&rft.atitle=Modeling+and+controlling+the+descent+operation+of+a+fish+robot+using+neural+networks&rft.au=Phi+Luan+Nguyen&rft.au=Byung+Ryong+Lee&rft.au=Kyung+Kwan+Ahn&rft.date=2015-10-01&rft.pub=Institute+of+Control%2C+Robotics+and+Systems+-+ICROS&rft.issn=2093-7121&rft.spage=1920&rft.epage=1923&rft_id=info:doi/10.1109%2FICCAS.2015.7364679&rft.externalDocID=7364679 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2093-7121&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2093-7121&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2093-7121&client=summon |