Fourier transforms decompose signals into frequency components, enabling JPEG image compression by discarding high-frequency details and rapid computation via the Cooley–Tukey fast Fourier transform.
The ESPRIT Algorithm and Central Limit Error Scaling | HackerNoon
The ESPRIT algorithm leverages structured forms of noisy measurements, arranging them into a Hankel or Toeplitz matrix to enhance the extraction of signal parameters.