Course - Signal and Estimation Theory - TT8111
TT8111 - Signal and Estimation Theory
About
Examination arrangement
Examination arrangement: School exam
Grade: Passed / Not Passed
| Evaluation | Weighting | Duration | Grade deviation | Examination aids |
|---|---|---|---|---|
| School exam | 100/100 | 4 hours | D |
Course content
This course is taught every second year (on even years) if enough students. The course emphasizes general estimation theory with applications on various signal processing problems.
Learning outcome
A. Knowledge: Student has a 1) detailed knowledge of classical and Bayesian estimation theory and applications of these in signal processing. 2) a detailed understanding of properties of minimum variance unbiased estimators. 3) a detailed understanding of the properties of the maximum likelihood estimator and its use in signal processing. 4) detailed knowledge of least squares and its use in signal processing B. Skills: Students can 1) assess the quality of an estimator by its variance and Cramer Rao Lower Bound 2) consider different estimators and choose an appropriate method for a given signal processing purpose.
Learning methods and activities
Lectures, colloquiums, PC assignments and exercises.
Compulsory assignments
- Exercises
Recommended previous knowledge
Fundamental knowledge in signal processing, statistics and probability theory.
Required previous knowledge
Fundamental knowledge in signal processing, statistics and probability theory.
Course materials
S. M. Kay: Fundamentals of Statistical Signal Processing, Vol. 1, Prentice Hall, 1993.
Credit reductions
| Course code | Reduction | From | To |
|---|---|---|---|
| TT8309 | 5.0 | AUTUMN 2011 | |
| TTT4240 | 7.5 | AUTUMN 2011 |
No
Version: 1
Credits:
7.5 SP
Study level: Doctoral degree level
Term no.: 1
Teaching semester: SPRING 2024
Language of instruction: English
Location: Trondheim
- Electronics
- Telecommunication
- Technological subjects
Department with academic responsibility
Department of Electronic Systems
Examination
Examination arrangement: School exam
- Term Status code Evaluation Weighting Examination aids Date Time Examination system Room *
- Spring ORD School exam 100/100 D PAPIR
-
Room Building Number of candidates
- * The location (room) for a written examination is published 3 days before examination date. If more than one room is listed, you will find your room at Studentweb.
For more information regarding registration for examination and examination procedures, see "Innsida - Exams"