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 : 97-12-02

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