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Relationship Between the Fourier Series and the Continuous and Discrete Fourier Transforms

  • Fourier series: discrete frequencies for periodic continuous signals
  • CFT: continuous frequency spectrum for general continuous signals (limit of the series as periodΒ β†’βˆž\text{period } \to\infty)
  • DFT: discrete frequency samples for finite, sampled signals β€” effectively the Fourier series of one period of a sampled sequence
Takeaways
  • Sampling a continuous-time signal maps the continuous-time transform into a discrete-frequency / periodic structure (aliasing phenomena).
  • Computing a DFT on NN samples produces NN complex frequency bins; applying the inverse DFT with the same bins reconstructs the original NN samples (assuming no frequency-domain modifications that break perfect reconstruction).