Free Books
   Free Books    Mathematics of the DFT  

Sampled Sinusoids

In discrete-time audio processing, such as we normally do on a computer, we work with samples of continuous-time signals. Let $ f_s$ denote the sampling rate in Hz. For audio, we typically have $ f_s>40$ kHz, since the audio band nominally extends to $ 20$ kHz. For compact discs (CDs), $ f_s= 44.1$ kHz, while for digital audio tape (DAT), $ f_s= 48$ kHz.

Let $ T\isdef 1/f_s$ denote the sampling interval in seconds. Then to convert from continuous to discrete time, we replace $ t$ by $ nT$, where $ n$ is an integer interpreted as the sample number.

The sampled generalized complex sinusoid is then

\begin{eqnarray*} y(nT) &\isdef & \left.{\cal A}\,e^{st}\right\vert _{t=nT}\\ ... ... \left[\cos(\omega nT + \phi) + j\sin(\omega nT + \phi)\right]. \end{eqnarray*}

Thus, the sampled case consists of a sampled complex sinusoid multiplied by a sampled exponential envelope $ \left[e^{\sigma T}\right]^n = e^{-nT/\tau}$.

Next Section:
Powers of z
Previous Section:
Generalized Complex Sinusoids