Digital Signal Processing
4
2020-2021
02000515
Signals, Systems and Signal Proc.
Portuguese
Face-to-face
SEMESTRIAL
6.0
Compulsory
2nd Cycle Studies - Mestrado
Recommended Prerequisites
Probability and Statistics; Signal Processing.
Teaching Methods
Expository lessons with a detailed presentation of the concepts and solving of practical examples of application with demonstrations.
Laboratorial classes where the student will perform computational simulations of the presented topics.
Evaluation:
The continuous evaluation consists of theoretical-practical tests (60%) and laboratorial assignments and practical laboratory work (40%). The student can be evaluated in a final exam if he/she has attended the laboratorial classes.
Learning Outcomes
It is intended that students acquire a strong training in statistical and deterministic processing of discrete-time signals. The skills obtained will allow developing modern applications and signaling processing algorithms in different areas of knowledge.
Work Placement(s)
NoSyllabus
1. Discrete-time filters. Design. Real time filtering.
2. Multi-rate signal processing
3. Discrete-time stochastic processes
4. Power spectrum estimation
5. Optimal filtering.
Head Lecturer(s)
Luís Alberto da Silva Cruz
Assessment Methods
Assessment
Exam: 30.0%
Frequency: 30.0%
Laboratory work or Field work: 40.0%
Bibliography
S.. Mitra, Digital Signal Processing: A Computer-Based Approach, McGraw-Hill, 3rd. ed., 2005.
Monson H. Hayes, Statistical Digital Signal Processing and Modeling, John Wiley, 1996.
Oppenheim and Schafer, Discrete-Time Signal Processing, 3rd edition, Pearson, 2010.