MODELLING AND ANALYSIS OF BIOMEDICAL SIGNALS
Academic year2016/17
CourseBIOMEDICAL ENGINEERING
Code247II
Credits12
PeriodSemester 1 & 2
LanguageItalian
| Modules | Area | Type | Hours | Teacher(s) |
| ANALISI E MODELLI DI SEGNALI BIOMEDICI | ING-INF/06 | LEZIONI | 60 | |
| ANALISI E MODELLI DI SEGNALI BIOMEDICI II | ING-INF/06 | LEZIONI | 60 | |
Programma non disponibile nella lingua selezionata
Knowledge
The student who successfully completes the course will be able to demonstrate advanced knowledge on modelling and analysis of biomedical signals and images, and on statistical data analysis.
Assessment criteria of knowledge
The student must demonstrate the ability to put into practice and to execute, with critical awareness, the activities illustrated or carried out under the guidance of the teacher during the course.
Methods:
- Final oral exam
- Laboratory practical
Teaching methods
Delivery: face to face
Learning activities:
- attending lectures
- individual study
- Laboratory work
Attendance: Mandatory
Teaching methods:
- Lectures
- Seminar
- Task-based learning/problem-based learning/inquiry-based learning
- laboratory
Syllabus
RANDOM PROCESSES: first and second order statistical analysis, examples
PARAMETRIC ESTIMATION: definitions, first and second order estimators, two levels statistical analyisis, examples.
IMAGE RESTORATION: inverse problem with and without regularization, Wiener filter
ADAPTIVE FILTERS: algorithms and structures, convergence criteria, examples
Bibliography
Recommended reading includes the material supplied by the teacher
Updated: 14/11/2016 17:27
