基于广义学习系统的船舶航向控制学习控制器

Liang'en Yuan, Tie-shan Li, C. L. P. Chen, Qihe Shan, Min Han
{"title":"基于广义学习系统的船舶航向控制学习控制器","authors":"Liang'en Yuan, Tie-shan Li, C. L. P. Chen, Qihe Shan, Min Han","doi":"10.1109/ICICIP47338.2019.9012200","DOIUrl":null,"url":null,"abstract":"In this paper, a Broad Learning System (BLS)-based learning controller is proposed for course control problem of marine vessels. The training data set of BLS comes from a PID controller, the learning control method is proposed to improve the control performance using the learned knowledge. Simulation studies are performed to demonstrate the proposed scheme can achieve the better control performance with smaller tracking error.","PeriodicalId":431872,"journal":{"name":"2019 Tenth International Conference on Intelligent Control and Information Processing (ICICIP)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Broad Learning System-Based Learning Controller for Course Control of Marine Vessels\",\"authors\":\"Liang'en Yuan, Tie-shan Li, C. L. P. Chen, Qihe Shan, Min Han\",\"doi\":\"10.1109/ICICIP47338.2019.9012200\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, a Broad Learning System (BLS)-based learning controller is proposed for course control problem of marine vessels. The training data set of BLS comes from a PID controller, the learning control method is proposed to improve the control performance using the learned knowledge. Simulation studies are performed to demonstrate the proposed scheme can achieve the better control performance with smaller tracking error.\",\"PeriodicalId\":431872,\"journal\":{\"name\":\"2019 Tenth International Conference on Intelligent Control and Information Processing (ICICIP)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 Tenth International Conference on Intelligent Control and Information Processing (ICICIP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICICIP47338.2019.9012200\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 Tenth International Conference on Intelligent Control and Information Processing (ICICIP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICICIP47338.2019.9012200","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

针对船舶航向控制问题,提出了一种基于广义学习系统的学习控制器。BLS的训练数据集来自PID控制器,提出了学习控制方法,利用学习到的知识提高控制性能。仿真研究表明,该方法可以在较小的跟踪误差下获得较好的控制性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Broad Learning System-Based Learning Controller for Course Control of Marine Vessels
In this paper, a Broad Learning System (BLS)-based learning controller is proposed for course control problem of marine vessels. The training data set of BLS comes from a PID controller, the learning control method is proposed to improve the control performance using the learned knowledge. Simulation studies are performed to demonstrate the proposed scheme can achieve the better control performance with smaller tracking error.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Mobile Robot Autonomous Exploration and Navigation in Large-scale Indoor Environments Cross Spectral-Spatial Convolutional Network for Hyperspectral Image Classification Sparse Coding with Outliers A Novel Fuzzy Logic Control on the FVVT Lift of Internal Combustion Engine Adaptive Fuzzy Compensation Control of MIMO Stochastic Nonlinear Systems with Input Hysteresis
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1