收稿日期: 2019-03-20
网络出版日期: 2020-12-29
基金资助
国家科技部重点研发计划资助项目(2018YFF01013402)
Hierarchical model identification method for unmanned surface vehicle
Received date: 2019-03-20
Online published: 2020-12-29
近年来, 随着科技和军事能力的大幅提高, 无人水面艇(unmanned surfacevehicle, USV)以独特的地位和不可取代的作用得到了迅猛发展.受海面环境干扰大、无人水面艇本身时滞性强、艇载计算机运算能力有限等限制,很难获得精确的无人水面艇操纵模型. 同时作为一个工业领域的机器人,操纵模型的快速辨识对于研发和工程化都至关重要. 针对这一问题,提出了无人水面艇分级操纵辨识方法,获得了无人水面艇的转舵模型和不同速度下的转艏操纵模型,并在此基础上通过仿真和实验验证了该模型的有效性. 该方法简单高速,可以快速应用于无人水面艇的控制系统中.
袁晓宇, 黄承义, 彭艳, 瞿栋, 刘东柯 . 无人水面艇操纵模型分级辨识方法[J]. 上海大学学报(自然科学版), 2020 , 26(6) : 896 -908 . DOI: 10.12066/j.issn.1007-2861.2248
With the developments in science, technology, and military, unmanned surface vehicles (USVs) with unique roles have been rapidly developed in recent years. Considering the large interference of the sea environment, large time delay, and limited computing capability of the onboard computer, it is challenging to obtain an accurate control mode for the USV. As an industry robot, rapid identification of the control model is important for the research, development, and engineering. To address this issue, this paper proposes a hierarchical mode identification method for the USV, with a rudder steering model and heading control model at different speeds. The validity of the model is verified by a simulation and experiment. This method is simple and fast and can be quickly applied to the control system of the USV.
| [1] | Liu Z, Zhang Y, Yu X, et al. Unmanned surface vehicles: an overview of developments and challenges[J]. Annual Reviews in Control, 2016,41:71-93. |
| [2] | Naeem W, Xu T, Sutton R, et al. The design of a navigation, guidance, and control system for an unmanned surface vehicle for environmental monitoring[J]. Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment, 2008,222(2):67-79. |
| [3] | Murphy R R, Steimle E, Griffin C, et al. Cooperative use of unmanned sea surface and micro aerial vehicles at Hurricane Wilma[J]. Journal of Field Robotics, 2008,25(3):164-180. |
| [4] | Caccia M, Bibuli M, Bono R, et al. Unmanned surface vehicle for coastal and protected waters applications: the Charlie project[J]. Marine Technology Society Journal, 2007,41(2):62-71. |
| [5] | Svec P, Gupta S K. Automated synjournal of action selection policies for unmanned vehicles operating in adverse environments[J]. Autonomous Robots, 2012,32(2):149-164. |
| [6] | Aguiar A P, Almeida J, Bayat M, et al. Cooperative control of multiple marine vehicles theoretical challenges and practical issues[J]. IFAC Proceedings Volumes, 2009,42(18):412-417. |
| [7] | Fossen T I. Handbook of marine craft hydrodynamics and motion control[M]. New York: John Wiley & Sons, 2011. |
| [8] | 陈霄, 刘忠, 姜晓政, 等. 无人艇非线性K-T模型参数辨识算法[J]. 电光与控制, 2018, 25(8):28-31; 77. |
| [9] | 江立军, 慕东东, 范云生, 等. 无人水面艇模型辨识及其航向非线性控制的研究[J]. 计算机测量与控制, 2016, 24(7):133-136; 161. |
| [10] | 崔健, 杨松林. 无人复合三体船模Z形操纵运动初步研究[J]. 上海船舶运输科学研究所学报, 2014, 37(1):1-8; 13. |
| [11] | Nomoto K, Taguchi K, Honda K, et al. On the steering qualities of ships[J]. Journal of Zosen Kiokai, 1956(99):75-82. |
| [12] | Norrbin N H. Theory and observations on the use of a mathematical model for ship manoeuvring in deep and confined waters [R]. Swedish State Shipbuilding Experimental Tank G?teborg, 1971. |
| [13] | Velasco F J, Herrero E R, López E, et al. Identification for a heading autopilot of an autonomous in-scale fast ferry[J]. IEEE Journal of Oceanic Engineering, 2013,38(2):263-274. |
| [14] | Sonnenburg C R, Woolsey C A. Modeling, identification, and control of an unmanned surface vehicle[J]. Journal of Field Robotics, 2013,30(3):371-398. |
| [15] | Sharma S, Sutton R. Modelling the yaw dynamics of an uninhabited surface vehicle for navigation and control systems design[J]. Journal of Marine Engineering and Technology, 2012,11(3):9-20. |
| [16] | Moreira L, Guedes S C. Dynamic model of manoeuvrability using recursive neural networks[J]. Ocean Engineering, 2003,30(13):1669-1697. |
| [17] | 盛振邦, 刘应中. 船舶原理[M]. 上海: 上海交通大学出版社, 2003. |
| [18] | 俞强, 魏子凡, 杨松林, 等. 基于CFD不同AUV艇体阻力性能研究[J]. 船海工程, 2014(2):177-181. |
| [19] | 范伟同. 基于CFD的高速滑行艇水动力性能研究[D]. 大连: 大连海事大学, 2015. |
| [20] | Arash G, Nader M, Roland T, et al. A bayesian approach for LPV model identification and its application to complex processes[C]// IEEE Transactions on Control Systems Technology. 2017. DOI: 10.1109/TCST.2016.2642159. |
| [21] | 单晨晨, 温明明, 冯强强. 无人水面艇在岛礁测绘中的应用[J]. 科技创新导报, 201916(11):121-125 127. |
| [22] | 狄伟. 无人智能测量艇系统设计与关键技术研究[J]. 中国海事, 2019(7):52-57. |
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