Computer Science, Electrical Engineering
SMS024 Estimation Theory 6.0 ECTS credits
DENNA SIDA FINNS OCKSÅ PÅ SVENSKA
General information about studying at Luleå University
TIMEPERIOD:
LANGUAGE: English/Swedish
EXAMINER
P Börjesson Prof
PREREQUISITES
SMS021 Signals and Systems II, SMS015 Digital Transmission.
COURSE AIM
The student extends his/her knowledge and understanding about some basic detection and estimation
methods, characteristic for the areas of application where the signal processing engineer works,
including the area of modern digital communication systems.
CONTENTS
In this course, basic results of detection and estimation theory are treated. The following subjects
are considered: Deterministic and stochastic system parameters, sufficient statistics, Bayes detection,
maximum likelihood (ML) estimation, maximum a posteriori (MAP) estimation, minimum mean-
squared error (MMSE) estimation, spectral estimation (parametric and non-parametric). All methods
are illustrated with examples and applications, e.g. digital communication systems.
TEACHING
Lectures and exercise sessions.
EXAMINATION
Written exam with differentiated grades.
COURSE GRADE SCALE:
ITEMS AND CREDITS
Laboratory work 0.0 ECTS
Written exam 6.0 ECTS
COURSE LITERATURE
To be announced.
REMARKS
Last modified 97-03-05
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