无人履带机器人轨迹跟踪与运动规划的新控制方法

IF 0.5 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC
S. Banihani, M. Hayajneh, A. Al-Jarrah, S. Mutawe
{"title":"无人履带机器人轨迹跟踪与运动规划的新控制方法","authors":"S. Banihani, M. Hayajneh, A. Al-Jarrah, S. Mutawe","doi":"10.15598/AEEE.V19I1.4006","DOIUrl":null,"url":null,"abstract":"This work proposes new control approaches for tracking and motion planning of Unmanned Ground Vehicles (UGVs) that utilize skid steering system. This work proposes an energy based Variable Structure Control (VSC) scheme, in which two independent Sliding Control Surfaces (SCS)s are designed based on the system states. Particularly, the controller is designed based on the assessment and the minimization of the systems total energy by finding an explicit relation between the controller gains and the slope of the sliding surface. The work also discusses a new fuzzy potential approach for motion planning of UGV. The Fuzzy system generates an attractive force that pulls the UGV effectively toward a moving or stationary target, and a repulsive force, which is required to avoid any stationary or moving obstacles. Both, the VSC and the motion planning were validated by a nonlinear model of an Unmanned Tracked Robot (UTR) on different trajectories, and was compared with different control schemes. Simulation results show superiority of the proposed VSC over other methods with less control effort. Furthermore, the new motion planning controller proved its high capacity in producing a smooth and dynamic trajectory to allow an UGV to track a target and to avoid obstacles.","PeriodicalId":7268,"journal":{"name":"Advances in Electrical and Electronic Engineering","volume":" ","pages":""},"PeriodicalIF":0.5000,"publicationDate":"2021-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"New Control Approaches for Trajectory Tracking and Motion Planning of Unmanned Tracked Robot\",\"authors\":\"S. Banihani, M. Hayajneh, A. Al-Jarrah, S. Mutawe\",\"doi\":\"10.15598/AEEE.V19I1.4006\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This work proposes new control approaches for tracking and motion planning of Unmanned Ground Vehicles (UGVs) that utilize skid steering system. This work proposes an energy based Variable Structure Control (VSC) scheme, in which two independent Sliding Control Surfaces (SCS)s are designed based on the system states. Particularly, the controller is designed based on the assessment and the minimization of the systems total energy by finding an explicit relation between the controller gains and the slope of the sliding surface. The work also discusses a new fuzzy potential approach for motion planning of UGV. The Fuzzy system generates an attractive force that pulls the UGV effectively toward a moving or stationary target, and a repulsive force, which is required to avoid any stationary or moving obstacles. Both, the VSC and the motion planning were validated by a nonlinear model of an Unmanned Tracked Robot (UTR) on different trajectories, and was compared with different control schemes. Simulation results show superiority of the proposed VSC over other methods with less control effort. Furthermore, the new motion planning controller proved its high capacity in producing a smooth and dynamic trajectory to allow an UGV to track a target and to avoid obstacles.\",\"PeriodicalId\":7268,\"journal\":{\"name\":\"Advances in Electrical and Electronic Engineering\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.5000,\"publicationDate\":\"2021-03-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Advances in Electrical and Electronic Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.15598/AEEE.V19I1.4006\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advances in Electrical and Electronic Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15598/AEEE.V19I1.4006","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 4

摘要

这项工作提出了利用滑移转向系统的无人地面车辆(UGV)跟踪和运动规划的新控制方法。本文提出了一种基于能量的变结构控制(VSC)方案,其中基于系统状态设计了两个独立的滑动控制面(SCS)。特别地,控制器是基于系统总能量的评估和最小化来设计的,通过找到控制器增益和滑动面的斜率之间的显式关系。本文还讨论了一种新的UGV运动规划的模糊势方法。模糊系统产生一个吸引力,将UGV有效地拉向移动或静止的目标,以及一个排斥力,这是避免任何静止或移动障碍物所必需的。通过无人履带机器人(UTR)在不同轨迹上的非线性模型验证了VSC和运动规划,并与不同的控制方案进行了比较。仿真结果表明,与其他控制方法相比,所提出的VSC具有较少的控制工作量。此外,新的运动规划控制器证明了其在产生平滑和动态轨迹方面的高能力,以允许UGV跟踪目标并避开障碍物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
New Control Approaches for Trajectory Tracking and Motion Planning of Unmanned Tracked Robot
This work proposes new control approaches for tracking and motion planning of Unmanned Ground Vehicles (UGVs) that utilize skid steering system. This work proposes an energy based Variable Structure Control (VSC) scheme, in which two independent Sliding Control Surfaces (SCS)s are designed based on the system states. Particularly, the controller is designed based on the assessment and the minimization of the systems total energy by finding an explicit relation between the controller gains and the slope of the sliding surface. The work also discusses a new fuzzy potential approach for motion planning of UGV. The Fuzzy system generates an attractive force that pulls the UGV effectively toward a moving or stationary target, and a repulsive force, which is required to avoid any stationary or moving obstacles. Both, the VSC and the motion planning were validated by a nonlinear model of an Unmanned Tracked Robot (UTR) on different trajectories, and was compared with different control schemes. Simulation results show superiority of the proposed VSC over other methods with less control effort. Furthermore, the new motion planning controller proved its high capacity in producing a smooth and dynamic trajectory to allow an UGV to track a target and to avoid obstacles.
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
Advances in Electrical and Electronic Engineering
Advances in Electrical and Electronic Engineering ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
1.30
自引率
33.30%
发文量
30
审稿时长
25 weeks
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信