微分器
控制理论(社会学)
噪音(视频)
跟踪(教育)
计算机科学
理论(学习稳定性)
滤波器(信号处理)
人工智能
控制(管理)
计算机视觉
心理学
教育学
图像(数学)
机器学习
作者
Kai Weng,Yan Ren,Chao Zhang,Liyun Zhao,Huimin Wang,Ning Liu
出处
期刊:Mechanisms and machine science
日期:2023-01-01
卷期号:: 282-293
标识
DOI:10.1007/978-3-031-26193-0_24
摘要
The accurate extraction of differential signal is very important for servo system. A finite-time tracking differentiator based on hyperbolic tangent function is proposed to accurately extract differential signals from noise polluted signals, and a strict finite-time stability proof is given. In the construction of the differentiator, a terminal attractor function is introduced to improve the ability of suppressing noise. Compared with the traditional asymptotically convergence differentiator, the simulation results show that the proposed finite-time differentiator can realize fast and accurate differentiation and tracking of signals, and has the advantages of simple structure, few parameters to be designed and high tracking accuracy. In order to further reflect the availability of the proposed differentiator, a compound control strategy based on the finite-time tracking differentiator is proposed and applied to the stable platform. The simulation results show that the introduction of the finite-time tracking differentiator can effectively improve the tracking accuracy of the system.
科研通智能强力驱动
Strongly Powered by AbleSci AI