1. 乌海职业技术学院
2. 内蒙古君正能源化工股份有限公司
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[1]邢艳荣,秦佳伟,苏彩云.基于自适应滑模控制的四轮全向移动机器人轨迹跟踪方法研究[J].机械传动,2015,39(12):39-43+52.
Xing Yanrong, Qin Jiawei, Su Caiyun. Research of the Trajectory Tracking Method for Four-wheeled Omnidirectional Mobile Robot based on the Adaptive Sliding Mode Control[J]. 2015,39(12):39-43.
[1]邢艳荣,秦佳伟,苏彩云.基于自适应滑模控制的四轮全向移动机器人轨迹跟踪方法研究[J].机械传动,2015,39(12):39-43+52. DOI: 10.16578/j.issn.1004.2539.2015.12.008.
Xing Yanrong, Qin Jiawei, Su Caiyun. Research of the Trajectory Tracking Method for Four-wheeled Omnidirectional Mobile Robot based on the Adaptive Sliding Mode Control[J]. 2015,39(12):39-43. DOI: 10.16578/j.issn.1004.2539.2015.12.008.
针对四轮全向移动机器人动力学模型参数的不确定性以及外部扰动的影响,为提高其轨迹跟踪控制性能,提出了一种基于自适应滑模的四轮全向移动机器人轨迹跟踪控制方法。首先,基于驱动电机参数建立了机器人的动力学模型,在此基础上设计了一种自适应滑模轨迹跟踪控制器;其次,通过低通滤波器滤除轨迹跟踪控制器输出端的高频信号,同时为实现机器人动力学参数的在线估计,提出了一种参数自适应控制算法并利用RBF神经网络实时调整轨迹跟踪控制器的切换增益,以减小系统的抖振;最后,为验证所述方法的有效性,采用MATLAB进行了仿真实验。仿真结果表明,基于自适应滑模控制的四轮全向移动机器人轨迹跟踪方法可以较好地降低参数变化、外部扰动对系统的影响,能够减小系统的抖振,具有较好的抗干扰能力。
Considering the dynamics model parameter uncertainty and external disturbance of four-wheeled omnidirectional mobile robot,a kind of four- wheeled omnidirectional mobile robot trajectory tracking control method based on adaptive sliding mode is put forward in order to improve the trajectory tracking control performance. Firstly,the robot dynamics model is established on the basis of drive motor parameters. And an adaptive sliding mode trajectory tracking controller is designed. At the same time a parameter adaptive control algorithm is proposed in order to achieve the online estimation of the robot dynamics parameters,and real- time switch gain adjustment of trajectory tracking controller is achieved by using RBF neural network as to reduce the chattering of the system. Finally,the simulation experiment is carried out by using MATLAB in order to verify the effectiveness of the described method. The simulation results show that the four- wheeled omnidirectional mobile robot trajectory tracking method based on adaptive sliding mode control can well reduce the effects of parameter variations and external disturbances on the system. It can reduce the chattering of the system and has good anti- interference ability.
四轮全向移动机器人自适应滑模控制轨迹跟踪滤波器神经网络
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