Training Course: Statistical Signal Processing
table of contents
- course objective
- target group
- starting level
- target level
- final assignment
- duration
- description
- course contents
course objective
This course offers insight in most of the fundamental principles of statistical signal processing.
target group
This course is meant for technical project managers, system architects and designers of information processing hardware and software.
starting level
The required starting level is: BSc in physics or electrical engineering.
target level
At the end of the course the participants will have knowledge of the principles of statistical signal processing. They will be capable of placing the design of electronics in the context of information processing.
final assignment
duration
This course lasts two days:
- Theory
- Development of a case study
description
course contents
- Introduction
- Deterministic versus stochastic modeling
- Probability and distribution functions
- Correlation
- Information processing
- Estimators
- Detectors
- Matched filters
- Correlators
- Wiener Filters
- Excitation
- Linear regression
- Nonlinear regression
- Robustness
- Examples