2014IEEE Transactions on Industrial ElectronicsRequires access

Improving the Rapidity of Nonlinear Tracking Differentiator via Feedforward

Dapeng Tian, Honghai Shen, Ming Dai

Open publisher page 85 citations

Abstract

Differential of a signal is required for high-performance motion control and many other fields. Nonlinear tracking differentiator (NTD) is a feasible solution; however, it is limited in achieving better practical effect because of the problem of phase lags. This paper proposes a new idea of design with feedforward. By the feedforward of an input signal in solving the equations of the differentiator, differential estimate is more accurate. The proposal is simple; however, it provides an additional freedom in the design of a differentiator. This idea extends the theoretical structure of NTD. Moreover, it improves the practical effect of the differentiator. The application experiments are implemented in a servo system. Compared to the traditional NTD, the L2 norm of the servo error is reduced by 88% in a fast motion when the proposal is used. The validity is confirmed.

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What this paper is about

Differential of a signal is required for high-performance motion control and many other fields. Nonlinear tracking differentiator (NTD) is a feasible solution; however, it is limited in achieving better practical effect because of the problem of phase lags. This paper proposes a new idea of design with feedforward. By the feedforward of an input signal in solving the equations of the differentiator, differential estimate is more accurate. The proposal is simple; however, it provides an additional freedom in the design of a differentiator. This idea extends the theoretical structure of NTD. Moreover, it improves the practical effect of the differentiator. The application experiments are implemented in a servo system. Compared to the traditional NTD, the L2 norm of the servo error is reduced by 88% in a fast motion when the proposal is used. The validity is confirmed.

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OpenAlex reports 85 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

Differential of a signal is required for high-performance motion control and many other fields. Nonlinear tracking differentiator (NTD) is a feasible solution; however, it is limited in achieving better practical effect because of the problem of phase lags. This paper proposes a new idea of design with feedforward. By the feedforward of an input signal in solving the equations of the differentiator, differential estimate is more accurate. The proposal is simple; however, it provides an additional freedom in the design of a differentiator. This idea extends the theoretical structure of NTD. Moreover, it improves the practical effect of the differentiator. The application experiments are implemented in a servo system. Compared to the traditional NTD, the L2 norm of the servo error is reduced by 88% in a fast motion when the proposal is used. The validity is confirmed.

Key concepts: Differentiator, Control theory (sociology), Feed forward, Nonlinear system, Servomechanism, Computer science, Control engineering, Motion control

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