Thursday 15 September 2016

fourier transform - What is the role of complex exponential?


What is the role of complex exponential $ e^{jθ} $ in Fourier Transform? Is it different in the continuous and in discrete time domain?



Answer



Euler's relationship says that $e^{j\Theta}$ is equal to $cos(\Theta) + j*sin(\Theta)$. The Fourier Transform can then be seen as correlating the signal with sinusoids at various frequencies. The continuous Fourier Transform correlates with an infinite number of sinusoids, while the discrete transform uses $N$ sinusoids, where $N$ is the length of the transform.


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