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基于卡尔曼滤波器的一阶倒立摆滑模控制方法

Sliding Mode Control Strategy of Inverted Pendulum Based on Kalman Filter

中文摘要英文摘要

为了解决在有较大噪声干扰情况下,一阶倒立摆的常规控制方法无法进行精确的位移定位与角度平衡的问题,采用卡尔曼滤波器与滑模控制器相结合的方法,设计了基于卡尔曼滤波器的一阶倒立摆滑模控制器。仿真实验结果表明倒立摆实现了快速平稳的控制,其位移定位精确,摆杆平衡稳定,验证了该方法对于含噪声干扰的系统具有良好的控制效果。

In this paper, in order to solve the problem that the inverted pendulum with intensive noise in its distance signal and angle signal can not be controlled accurately, a sliding mode control strategy of inverted pendulum based on Kalman filter is proposed using the method combining the sliding mode control and Kalman filter. The simulation result illustrates that the inverted pendulum had been controlled quickly and smoothly and the signals of distance and angle were accurate, so this method has good performance in the control of systems with noise disturbance.

张晓华、林乐天

自动化技术、自动化技术设备

倒立摆噪声干扰卡尔曼滤波器滑模控制

inverted pendulumnoise disturbanceKalman filtersliding mode control

张晓华,林乐天.基于卡尔曼滤波器的一阶倒立摆滑模控制方法[EB/OL].(2010-06-08)[2025-08-04].http://www.paper.edu.cn/releasepaper/content/201006-164.点此复制

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