20810544 - DIGITAL SIGNAL PROCESSING

Acquiring specific knowledge on both deterministic and statistical methodologies that allow to analyze and transmit signals. Providing an overview of most employed algorithms for processing, statistical analysis, and detection of signals and images. Describing basic operating concepts and typical application examples in the fields of telecommunications and remote sensing. Providing students with SW tools to perform optimum linear and non-linear digital processing of signals and images.

Curriculum

teacher profile | teaching materials

Programme

Discrete signals and systems. Operations between sequences. Scale changes. Digital transforms. Filtering. Linear system analysis. Optimum filters. Digital estimators and performance. Prediction. Spectral estimators. Mobile applications of DSP. Speech and video coding. Software defined radio. Smart antennas. Hidden signal detection. Spread spectrum signals and codes.
Laboratory of numerical examples by MatLab platform.
Further details at: https://sp4te.uniroma3.it/elaborazione

Core Documentation

G. Giunta, "Problemi di base di elaborazione numerica dei segnali" - IV edizione, Roma (Available for free downloading).
Tamal Bose, Francois Meyer, "Digital Signal And Image Processing", December 2003, Wiley Publ.
G. Giunta, Lucidi del corso di DSP (Available for free downloading).
A.V. Oppenheim, R.W. Shafer, J.R. Buck, "Discrete-Time Signal Processing", Prentice-Hall, Upper Saddle River, Nj (USA), 1999.
G. Giunta, Lucidi del corso su Rivelazione e comunicazioni sicure (Available for free downloading).

Reference Bibliography

A.V. Oppenheim, R.W. Shafer, "Discrete-time signal processing", Prentice-Hall, Upper Saddle River, NJ (USA), 2010. Joseph Boccuzzi, "Signal processing for wireless communications", McGraw-Hill Professional, 2008.

Type of delivery of the course

lectures and exercises

Attendance

optional but suggested

Type of evaluation

oral after a preliminary written test

teacher profile | teaching materials

Programme

Discrete signals and systems. Operations between sequences. Scale changes. Digital transforms. Filtering. Linear system analysis. Optimum filters. Digital estimators and performance. Prediction. Spectral estimators. Mobile applications of DSP. Speech and video coding. Software defined radio. Smart antennas. Hidden signal detection. Spread spectrum signals and codes.
Laboratory of numerical examples by MatLab platform.
Further details at: https://sp4te.uniroma3.it/elaborazione

Core Documentation

G. Giunta, "Problemi di base di elaborazione numerica dei segnali" - IV edizione, Roma (Available for free downloading).
Tamal Bose, Francois Meyer, "Digital Signal And Image Processing", December 2003, Wiley Publ.
G. Giunta, Lucidi del corso di DSP (Available for free downloading).
A.V. Oppenheim, R.W. Shafer, J.R. Buck, "Discrete-Time Signal Processing", Prentice-Hall, Upper Saddle River, Nj (USA), 1999.
G. Giunta, Lucidi del corso su Rivelazione e comunicazioni sicure (Available for free downloading).

Reference Bibliography

A.V. Oppenheim, R.W. Shafer, "Discrete-time signal processing", Prentice-Hall, Upper Saddle River, NJ (USA), 2010. Joseph Boccuzzi, "Signal processing for wireless communications", McGraw-Hill Professional, 2008.

Type of delivery of the course

lectures and exercises

Attendance

optional but suggested

Type of evaluation

oral after a preliminary written test