基于动态窗口法(DWA)的无人水面船(USV)转向耗时计算与仿真

Yuan Zhou, Liangxiong Dong
{"title":"基于动态窗口法(DWA)的无人水面船(USV)转向耗时计算与仿真","authors":"Yuan Zhou, Liangxiong Dong","doi":"10.1145/3548608.3559189","DOIUrl":null,"url":null,"abstract":"The conventional dynamic window approach (DWA) model lacks the time planning capability when simulating the steering process of an unmanned surface vessel (USV). In this paper, we propose a steering time-consuming calculation based on the DWA method in an actual context. In this study, the channel environment model established by the MATLAB software is examined, and the DWM model is modified to calculate the time-consuming steering process of an underwater vessel. Simulations with different steering angles are conducted to verify the applicability and effectiveness of the model in solving this problem of underwater vessel steering in an actual environment. A set of parameters such as heading deviation weight, safety distance weight, sailing speed weight, and simulated trajectory time are selected, and the optimized parameters are screened out according to their sensitivity to the results. The research results show that our proposed method can improve the USV planning ability and enhance the effectiveness of handling related path planning problems.","PeriodicalId":201434,"journal":{"name":"Proceedings of the 2022 2nd International Conference on Control and Intelligent Robotics","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Time-consuming Calculation and Simulation of Unmanned Surface Vessel (USV) Steering Based on Dynamic Window Approach (DWA)\",\"authors\":\"Yuan Zhou, Liangxiong Dong\",\"doi\":\"10.1145/3548608.3559189\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The conventional dynamic window approach (DWA) model lacks the time planning capability when simulating the steering process of an unmanned surface vessel (USV). In this paper, we propose a steering time-consuming calculation based on the DWA method in an actual context. In this study, the channel environment model established by the MATLAB software is examined, and the DWM model is modified to calculate the time-consuming steering process of an underwater vessel. Simulations with different steering angles are conducted to verify the applicability and effectiveness of the model in solving this problem of underwater vessel steering in an actual environment. A set of parameters such as heading deviation weight, safety distance weight, sailing speed weight, and simulated trajectory time are selected, and the optimized parameters are screened out according to their sensitivity to the results. The research results show that our proposed method can improve the USV planning ability and enhance the effectiveness of handling related path planning problems.\",\"PeriodicalId\":201434,\"journal\":{\"name\":\"Proceedings of the 2022 2nd International Conference on Control and Intelligent Robotics\",\"volume\":\"5 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-06-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2022 2nd International Conference on Control and Intelligent Robotics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3548608.3559189\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2022 2nd International Conference on Control and Intelligent Robotics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3548608.3559189","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

传统的动态窗口法(DWA)模型在模拟无人水面舰艇转向过程时缺乏时间规划能力。在本文中,我们提出了一种基于DWA方法的实际转向耗时计算方法。本研究对MATLAB软件建立的航道环境模型进行检验,并对DWM模型进行修正,计算水下船舶的耗时转向过程。通过不同转向角度的仿真,验证了该模型在实际环境中解决水下舰船转向问题的适用性和有效性。选取航向偏差权重、安全距离权重、航速权重、模拟轨迹时间等参数,根据其对结果的敏感性筛选出优化参数。研究结果表明,该方法可以提高无人潜航器的规划能力,提高处理相关路径规划问题的有效性。
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
Time-consuming Calculation and Simulation of Unmanned Surface Vessel (USV) Steering Based on Dynamic Window Approach (DWA)
The conventional dynamic window approach (DWA) model lacks the time planning capability when simulating the steering process of an unmanned surface vessel (USV). In this paper, we propose a steering time-consuming calculation based on the DWA method in an actual context. In this study, the channel environment model established by the MATLAB software is examined, and the DWM model is modified to calculate the time-consuming steering process of an underwater vessel. Simulations with different steering angles are conducted to verify the applicability and effectiveness of the model in solving this problem of underwater vessel steering in an actual environment. A set of parameters such as heading deviation weight, safety distance weight, sailing speed weight, and simulated trajectory time are selected, and the optimized parameters are screened out according to their sensitivity to the results. The research results show that our proposed method can improve the USV planning ability and enhance the effectiveness of handling related path planning problems.
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
Study on Optimization of cold chain logistics distribution path of agricultural products in Hefei Design and Implementation of a Batteryless Pedometer based on a Motion Tracking Sensor Rapid visual positioning of sheet metal parts based on electronic drawing templates An analysis of hot topics and trends in foreign 3D printing technology research——analysis of knowledge graphs based on citation indexes such as SSCI Tibetan Jiu Chess Game Algorithm based on Expert Knowledge
×
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