Engelska Studiehandboken kurser
Computer Science, Electrical Engineering
SMS021 Signals and Systems II 6.0 ECTS credits
DENNA SIDA FINNS OCKSÅ PÅ SVENSKA
General information about studying at Luleå university
TIMEPERIOD:
LANGUAGE: Swedish
EXAMINER
A Grennberg Univ lekt
PREREQUISITES
COURSE AIM
The course gives ability to use certain mathematical and statistical standard methods needed for treating
signals where disturbances occur. Applications are in electrical engineering, signal and image processing,
communication and automatic control. Great emphasis will be given to illustrate the application of the
methods by using examples from these areas.
CONTENTS
Multidimensional stochastic variables including Gaussian. Random processes: Stationary processes,
spectral representation, linear processes, filtering, prediction, Statistical theory for stochastic processes.
Noise as a random process. Detection of signals in additive noise. Matched filters. Three obligatory
computer exercises using MATLAB are required: Simulation of gaussian processes. AR- and MA-processes.
Spectral properties of random processes and filters, estimation of signals in noise (LMMSE), matched filters.
TEACHING
EXAMINATION
COURSE GRADE SCALE:
ITEMS/CREDITS
Laboratory work 1.5ECTS
Written exam 4.5ECTS
COURSE LITTERATURE
In Swedish.
REMARKS
Last modified : 97-09-25
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