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 )
- 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 samples produces complex frequency bins; applying the inverse DFT with the same bins reconstructs the original samples (assuming no frequency-domain modifications that break perfect reconstruction).