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Politecnico di Torino
Academic Year 2007/08
02ACPBP
Statistical signal analysis
Master of science-level of the Bologna process in Telecommunication Engineering - Torino
Teacher Status SSD Les Ex Lab Tut Years teaching
Galleani Lorenzo ORARIO RICEVIMENTO A2 ING-INF/03 2.8 0 1.4 0 2
SSD CFU Activities Area context
ING-INF/03 5 B - Caratterizzanti Ingegneria delle telecomunicazioni
Esclusioni:
01GSU
Objectives of the course
The main objectives of this course are the analysis and the design of the most recent statistical signal processing tools, that are considered under a theoretical point of view first and, subsequently, investigated under a practical point of view, with computer simulations. The theoretical background serves as a fundamental base in order to understand the statistical signal processing methods adopted in the main practical engineering applications, such as wireless receivers. All the computer simulations are conducted using MATLAB.
Prerequisites
Fundamental of mathematical analysis, Probability and Statistics, Signal processing.
Syllabus
- Design of digital filters.
- Discrete-time random processes and multi-dimensional random processes.
- Fundamentals of Estimation Theory.
- Classic and Parametric Power Spectral Density Estimation.
- Linear Estimators: Wiener filter and linear prediction.
- Adaptive digital filters and Kalman filters.
Revisions / Exam
Written report on the laboratory sessions, oral examination

Programma definitivo per l'A.A.2009/10
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