论文:2018,Vol:36,Issue(4):627-635
引用本文:
王明明, 朱莹莹, 张磊, 王璐, 卫宣伯, 方静. 麦克纳姆轮驱动的移动机器人自适应滑模控制器设计[J]. 西北工业大学学报
Wang Mingming, Zhu Yingying, Zhang Lei, Wang Lu, Wei Xuanbo, Fang Jing. An Adaptive Robust Controller for a Mobile Robot Driven by Mecanum Wheels[J]. Northwestern polytechnical university

麦克纳姆轮驱动的移动机器人自适应滑模控制器设计
王明明1,2, 朱莹莹3, 张磊1, 王璐1, 卫宣伯1, 方静1
1. 西北工业大学 航天学院, 陕西 西安 710072;
2. 西北工业大学 深圳研究院, 广州 深圳 518057;
3. 武警特警指挥学院, 北京 102202
摘要:
针对麦克纳姆全向轮驱动的移动机器人轨迹跟踪控制问题,设计了一种自适应滑模控制器。将自适应鲁棒控制应用于麦克纳姆轮驱动的移动机器人轨迹跟踪以获得良好的动态跟踪性能以及鲁棒性能。首先对基于麦克纳姆轮的移动机器人进行了运动学建模,在此基础上进行了自适应鲁棒控制器设计。提出了一种比例-积分-微分(PID)形式的滑模面,满足了系统的鲁棒性要求;设计了一种能够快速收敛的趋近律,减少了整定参数所消耗的时间并能有效抵抗外部扰动。最后,存在脉冲扰动以及正弦信号扰动条件下对控制器进行了仿真验证,证明了所提控制器的优越性,通过轨迹跟踪控制的样机试验,证明了该方法的实用性和可靠性。
关键词:    轨迹跟踪    控制器    鲁棒控制器    自适应    滑模控制    麦克纳姆轮   
An Adaptive Robust Controller for a Mobile Robot Driven by Mecanum Wheels
Wang Mingming1,2, Zhu Yingying3, Zhang Lei1, Wang Lu1, Wei Xuanbo1, Fang Jing1
1. School of Astronautics, Northwestern Polytechnical University, Xi'an 710072, China;
2. Research Institute in Shenzhen, Northwestern Polytechnical University, Shenzhen 518057, China;
3. Special Police of China, Beijing 102202, China
Abstract:
An adaptive sliding mode controller was designed for a mobile robot driven by four mecanum wheels. The original contribution of this paper is employing adaptive robust controller to mecanum wheels driven mobile robot for obtaining better tracking and robustness performance. To complete the design of the controller, the kinematic model of the mobile robot driven by mecanum wheels was firstly proposed. An adaptive robust controller was designed subsequently. A sliding surface was designed in Proportional-Differential-Integral form,which satisfied the robustness requirements of the system. Besides, a reaching law which has quick convergence was introduced, which reduced the time consumed by the setting parameters and resisting external disturbance. The controller was demonstrated in the presence of impulsive disturbance and sinusoidal signal disturbance, which proved the superiority of the proposed controller. Finally, an experimental verification of trajectory tracking was implemented to verify the practicability and effectiveness.
Key words:    trajectory tracking    controllers    robust control    adaptive    sliding mode control    mecanum wheel   
收稿日期: 2017-05-20     修回日期:
DOI:
基金项目: 深圳市未来产业专项资金(JCYJ20160531174213774)与国家自然科学基金(61603304,61690210,61690211)资助
通讯作者:     Email:
作者简介: 王明明(1983-),西北工业大学助理教授,主要从事特种机器人研究。
相关功能
PDF(2458KB) Free
打印本文
把本文推荐给朋友
作者相关文章
王明明  在本刊中的所有文章
朱莹莹  在本刊中的所有文章
张磊  在本刊中的所有文章
王璐  在本刊中的所有文章
卫宣伯  在本刊中的所有文章
方静  在本刊中的所有文章

参考文献:
[1] Martins F N, Celeste W C, Carelli R, et al. An Adaptive Dynamic Controller for Autonomous Mobile Robot Trajectory Tracking[J]. Control Engineering Practice, 2008, 16(11):1354-1363
[2] Rusu P, Petriu E M, Whalen T E, et al. Behavior-Based Neuro-Fuzzy Controller for Mobile Robot Navigation[J]. IEEE Trans on Instrumentation & Measurement, 2002, 52(4):1335-1340
[3] Tzafestas S G. Introduction to Mobile Robot Control[M]. London, Elsevier, 2014
[4] Muir P F, Neuman C P. Kinematic Modeling for Feedback Control of an Omnidirectional Wheeled Mobile Robot[C]//Proceedings of the IEEE International Conference on Robotics and Automation, 1987:1772-1778
[5] Tlale N, De Villiers M. Kinematics and Dynamics Modelling of a Mecanum Wheeled Mobile Platform[C]//IEEE International Conference on Mechatronics and Machine Vision in Practice, 2008:657-662
[6] Wampfler G, Salecker M, Wittenburg J. Kinematics, Dynamics, and Control of Omnidirectional Vehicles with Mecanum Wheels[J]. Mechanics Based Design of Structures and Machines, 1989, 17(2):165-177
[7] Shimada A, Yajima S, Viboonchaicheep P, et al. Mecanum-Wheel Vehicle Systems Based on Position Corrective Control[C]//31st Annual Conference of IEEE Industrial Electronics Society, 2005:2077-2082
[8] Wang Z P, Yang W R, Ding G X. Sliding Mode Control for Trajectory Tracking of Nonholonomic Wheeled Mobile Robots Based on Neural Dynamic Model[C]//Second WRI Global Congress on Intelligent Systems, 2010:270-273
[9] Viet T D, Doan P T, Hung N, et al. Tracking Control of a Three-Wheeled Omnidirectional Mobile Manipulator System with Disturbance and Friction[J]. Journal of Mechanical Science and Technology, 2012, 26(7):2197-2211
[10] Fierro R, Lewis F L. Control of a Nonholonomic Mobile Robot Using Neural Networks[J]. IEEE Trans on Neural Networks, 1998, 9(4):589-600
[11] Xu D, Zhao D, Yi J, et al. Trajectory Tracking Control of Omnidirectional Wheeled Mobile Manipulators:Robust Neural Network-Based Sliding Mode Approach[J]. IEEE Trans on Systems Man & Cybernetics Part B, 2009, 39(3):788-799
[12] Wang J, Lu Z, Chen W, et al. An Adaptive Trajectory Tracking Control of Wheeled Mobile Robots[C]//Proceedings of the IEEE Conference on Industrial Electronics and Applications, 2011:1156-1160
[13] Sira-Ramirez H, Barrios-Cruz E, Marquez R J. Fast Adaptive Trajectory Tracking Control of a Completely Uncertain DC Motor via Output Feedback[C]//Proceedings of the IEEE Conference on Decision and Control, 2007:4197-4202
[14] Savkin A V, Pathirana P N, Faruqi F A. The Problem of Precision Missile Guidance:LQR and H Control Frameworks[C]//Proceedings of the IEEE Conference on Decision and Control, 2001:1535-1540
[15] Nurdin H I, James M R, Petersen I R. Coherent Quantum LQG Control[J]. Automatica, 2009, 45(8):1837-1846
[16] Utkin V I, Guldner J, Shi J. Sliding Mode Control in Electro-Mechanical Systems[M]. Boca Raton CRC Press, 2009:881-886
[17] Zhang Y, Ma G F, Guo Y N, et al. A Multi Power Reaching Law of Sliding Mode Control Design and Analysis[J]. Acta Automatica Sinica, 2013
[18] 刘金琨. 滑模变结构控制MATLAB仿真[M]2版. 北京:清华大学出版社, 2012 Liu Jinkun. Sliding Mode Control Design Matlab Simulation[M]. 2nd ed. Beijing, Tsinghua University Press, 2012(in Chinese)
相关文献:
1.赵宏宇, 黄得刚, 何启志, 章卫国.高超声速飞行器非线性巡航控制器设计[J]. 西北工业大学学报, 2018,36(3): 403-413
2.王勇, 李聪, 黄汉桥, 周欢.基于自适应高斯云变换的模糊控制器隶属度函数选取[J]. 西北工业大学学报, 2018,36(3): 439-447
3.杨惠珍, 王迪.基于自适应全局滑模的水下拦截器导引控制一体化设计[J]. 西北工业大学学报, 2018,36(3): 502-508
4.周军, 葛振振, 郭建国.一种基于连续特征模型的新型自适应控制方法[J]. 西北工业大学学报, 2018,36(4): 603-610
5.杨立本, 章卫国, 黄得刚, 车军.欠驱动四旋翼飞行器反演模糊自适应控制[J]. 西北工业大学学报, 2015,33(3): 495-499
6.付龙飞, 田广来, 王鹏, 梁波, 皇甫宜耿.飞机防滑刹车系统滑移率自适应滑模控制研究[J]. 西北工业大学学报, 2015,33(5): 770-774