Certificate Course
Digital Signal Processing
The course gives an introduction into digital signal processing.
A detailed discussion of all the techniques
used in digital signal processing is provided together
with C++ and Java programs.
Prerequisites
Text Book
Mathematical Tools in Signal Processing
with C++ and Java Simulations
by
Willi-Hans Steeb
World Scientific, Singapore 2005
ISBN 981 256 500 0
Topics covered by the course:
- Analog-Digital conversion
- Quantization
- Linear difference equations and generating functions
- Convolution
- z-transform
- Digital filter
- LPC (linear predictive coding)
- DFT and FFT
- cosine transformation
- Discrete Wavelets
- Neural Nets (Back Propagation, Selforganizing Networks)
- Discrete Hidden Markov Models
- Dynamic Programing
- LZW compression
- Chaos and Fractals
- Hardware
- C++ and Java code for the different subjects will also be provided