10 March 2010 0 Comments

The Signal Processing Topics Resources Page

cw_abs

Resources:

Fast Convolution
Covers various implementations of linear convolution using the DFT, including Overlap-Add and Overlap-Save.
Upsampling vs. Oversampling for Digital Audio
An article about the benefits of these techniques.
The Scientist and Engineer’s Guide to Digital Signal Processing
A great practical introduction to DSP. (Free to download)
Information on Gibbs Phenomenon
Wikipedia article on it.

Articles on Sampling below the Nyquist Rate

Sampling Signals of Finite Rate of Innovation
by Martin Vetterli
M. Vetterli, P. Marziliano, T. Blu, “Sampling Signals with Finite Rate of Innovation,”
IEEE Transactions on Signal Processing, vol. 50, no. 6, pp. 1417-1428, June 2002.
Sampling and Reconstruction of Signals with Finite Rate of Innovation in the Presence of Noise
by Irena Maravic and Martin Vetterli

Applets

Signals, Systems, and Control Demonstrations
A collection of helpful applets from Johns Hopkins University.
Demonstration of Aliasing of a Sinusoidal Signal
Applet that illustrates aliasing visually.
Magnitude/Phase DFT Applet
The “Second Applet” is a helpful tool for getting a better feel for the DFT.
Real/Imaginary DFT Applet
This is great for demonstrating the symmetry properties of the DFT.