Visual Odometry-Based Robust Control for an Unmanned Surface Vehicle under Waves and Currents in a Urban Waterway

被引:5
作者
Cortes-Vega, David [1 ]
Alazki, Hussain [1 ]
Rullan-Lara, Jose Luis [1 ]
机构
[1] Univ Autonoma Carmen, Fac Engn, Carmen 24180, Campeche, Mexico
关键词
USV; monocular visual odometry; position estimation; robust control; SHIP;
D O I
10.3390/jmse11030515
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
This paper proposes the study of a robust control scheme for an Unmanned Surface Vehicle (USV) in a urban waterway using Visual Odometry (VO) for position estimation of the vehicle instead of traditional sensors. For different applications, a USV is required to operate in autonomous navigation mode and under various disturbances inherent to its environment as currents and waves. To achieve efficient operation, a robust control scheme is required to cope with such disturbances. The autonomous navigation is achieved by using VO to estimate the vehicle's position for denied Global Positioning Systems (GPS) environments. A robust control scheme based on Sliding Modes (SM) control theory is designed and its convergence is guaranteed by means of Lyapunov analysis. The tracking capabilities under disturbance conditions using VO for position estimation are verified in simulation using the virtual world tool from Matlab and Simulink.
引用
收藏
页数:16
相关论文
共 38 条
[31]   Stereovision-based target tracking system for USV operations [J].
Sinisterra, Armando J. ;
Dhanak, Manhar R. ;
Von Ellenrieder, Karl .
OCEAN ENGINEERING, 2017, 133 :197-214
[32]   Adaptive maneuvering, with experiments, for a model ship in a marine control laboratory [J].
Skjetne, R ;
Fossen, TI ;
Kokotovic, PV .
AUTOMATICA, 2005, 41 (02) :289-298
[33]   UNIQUENESS AND ESTIMATION OF 3-DIMENSIONAL MOTION PARAMETERS OF RIGID OBJECTS WITH CURVED SURFACES [J].
TSAI, RY ;
HUANG, TS .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1984, 6 (01) :13-27
[34]  
Utkin V., 2017, SLIDING MODE CONTROL
[35]   Dynamic Modelling, Investigation of Manoeuvring Capability and Navigation Control of a Cargo Ship by using Matlab Simulation [J].
Uyar, Erol ;
Alpkaya, Alican Tuncay ;
Mutlu, Lutfi .
IFAC PAPERSONLINE, 2016, 49 (03) :104-110
[36]  
Wang W, 2019, IEEE INT C INT ROBOT, P6340, DOI [10.1109/IROS40897.2019.8968131, 10.1109/iros40897.2019.8968131]
[37]   Development and Missions of Unmanned Surface Vehicle [J].
Yan, Ru-jian ;
Pang, Shuo ;
Sun, Han-bing ;
Pang, Yong-jie .
JOURNAL OF MARINE SCIENCE AND APPLICATION, 2010, 9 (04) :451-457
[38]   Robust trajectory tracking control for unmanned surface vessels under motion constraints and environmental disturbances [J].
Zhang, Ruo ;
Liu, Yuanchang ;
Anderlini, Enrico .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART M-JOURNAL OF ENGINEERING FOR THE MARITIME ENVIRONMENT, 2022, 236 (02) :394-411