italian version

Aims :

Advanced Digital Signal Processing (DSP) circuits and algorithms. Analysis, synthesis and implementation techniques of discrete-time adaptive linear and non-linear circuits and algorithms, including artificial neural networks for signal processing.

Topics :

Review of basic DSP concepts.
Optimal FIR filters.
Linear prediction and modern spectral analysis.
Adaptive FIR filter in both time and frequency domains.
IIR adaptive filters.
Adaptive filter relevant applications.
Static Neural Networks.
Dynamic Neural Networks.
Applications of Neural networks to digital signal processing.

Textbooks :

P. M. Clarkson, Optimal and Adaptive Signal Processing, CRC Press, 2000.
S.Haykin, Neural Networks, IEEE Press, 1994 (o edizioni successive).

Exam :

Written/oral exam on selected arguments.

Tutorial Session :

Each week, follow Web link http://www.laureaelettronica.ing.univpm.it