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author:

Zhang, Zhizhou (Zhang, Zhizhou.) [1] | Pan, Yueliang (Pan, Yueliang.) [2] | Zhao, Weilong (Zhao, Weilong.) [3] | Zhang, Jinchu (Zhang, Jinchu.) [4] | Zi, Zheng (Zi, Zheng.) [5] | Xie, Yuan (Xie, Yuan.) [6] | Zhang, Hehong (Zhang, Hehong.) [7] (Scholars:张和洪)

Indexed by:

Scopus SCIE

Abstract:

In fault detection, feedback control, and other fields, real-time differential estimation of a given signal in a complex noise environment is an important but challenging task. In this paper, a discrete-time fast nonlinear tracking differentiator (FNTD) based on hyperbolic tangent functions was proposed. To start, the differential signal acquisition problem was equated to the time-optimal control (TOC) law for constructing a double-integral system using a state feedback approach. Next, the FNTD algorithm based on the hyperbolic tangent function was presented by utilizing the isochronic region (IR) method in the discrete time domain. Then, the frequency-domain characteristics of the FNTD were analyzed and the rule for tuning the parameters was provided by the frequency scan test method. Finally, the simulation results demonstrated that the proposed FNTD had fast and accurate tracking performance, as well as excellent filtering and differential extraction capability compared with other differentiators.

Keyword:

control synthesis function (CSF) fast nonlinear tracking differentiator ff erentiator (FNTD) frequency-domain characteristics frequency scan test isochronic region (IR) method

Community:

  • [ 1 ] [Zhang, Zhizhou]Sun Yat Sen Univ, Sch Aeronaut & Astronaut, Shenzhen 518107, Peoples R China
  • [ 2 ] [Pan, Yueliang]Sun Yat Sen Univ, Sch Aeronaut & Astronaut, Shenzhen 518107, Peoples R China
  • [ 3 ] [Zhao, Weilong]Sun Yat Sen Univ, Sch Aeronaut & Astronaut, Shenzhen 518107, Peoples R China
  • [ 4 ] [Zhang, Jinchu]Sun Yat Sen Univ, Sch Aeronaut & Astronaut, Shenzhen 518107, Peoples R China
  • [ 5 ] [Zi, Zheng]Sun Yat Sen Univ, Sch Aeronaut & Astronaut, Shenzhen 518107, Peoples R China
  • [ 6 ] [Xie, Yuan]Sun Yat Sen Univ, Sch Aeronaut & Astronaut, Shenzhen 518107, Peoples R China
  • [ 7 ] [Zhang, Hehong]Fuzhou Univ, Coll Comp & Data Sci, Fuzhou 350108, Peoples R China

Reprint 's Address:

  • [Zhang, Zhizhou]Sun Yat Sen Univ, Sch Aeronaut & Astronaut, Shenzhen 518107, Peoples R China;;

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Source :

ELECTRONIC RESEARCH ARCHIVE

Year: 2024

Issue: 9

Volume: 32

Page: 5157-5175

1 . 0 0 0

JCR@2023

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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