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Sampling-Theory Studio

Description:

  • It is a Desktop application that illustrates the signal sampling and recovery showing the importance and validation of the Nyquist Theory

Technology used:

  • PyQt5 and PyQtGraph

Our Features:

  • Sampling an uploaded Signal and Visualize its reconstruction.
  • Adding SNR noise to the loaded signal and reconstructing it.
  • Prepare Mixed signal by adding sinusoidal signals with different frequancies and amplitudes.
  • Sampling and reconstructing the mixed signal.
  • Adding noise to the mixed signal and reconstructing it.
  • Remove any component from the mixed signal.

Application Flow:

  • BioSignal Sampling and Recovery:

    BioSignal

  • Sin Waves Mixer:

    Sig Wave

  • Compare using Difference Graph:

    Screenshot 2023-10-26 235454

  • Adding Noise:

    Adding Noise and Sampling Adding Noise