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Demo of data-driven identification of the frequency response of a linear system using both PRBS random excitation and sinusoidal signals

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Frequency Response Estimation: A Demonstration

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Welcome to our repository. Here, you'll find a demonstration of generating a frequency response using input and output data. This data is primarily derived from pseudo experiments conducted using excitation signals from both pseudo-random binary sequences (PRBS) and sinusoidal signals.

How to Use

  • Initiate by cloning this repository.
  • Execute the sysID_example.m file to visualize the demonstration.

Software Requirements

  • Tested on MATLAB 2022
  • Backwards compatible with MATLAB 2015 and subsequent releases

References and Further Reading

Licensing

This project operates under the MIT License. See the LICENSE file for more details.

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Demo of data-driven identification of the frequency response of a linear system using both PRBS random excitation and sinusoidal signals

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