Academic Catalog

EE451 VECTOR SPACE METHODS IN SIGNAL PROCESSING

Course Code:	5670451
METU Credit (Theoretical-Laboratory hours/week):	3(3-0)
ECTS Credit:	5.0
Department:	Electrical And Electronics Engineering
Language of Instruction:	English
Level of Study:	Undergraduate
Course Coordinator:	Assoc.Prof.Dr. SEVÝNÇ FÝGEN ÖKTEM SEVEN
Offered Semester:	Fall and Spring Semesters.
Prerequisite:	Set 1: 2360260 , 5670230 , 5670301
The course set above should be completed before taking EE451 VECTOR SPACE METHODS IN SIGNAL PROCESSING.

Course Content

Vector-space concepts in relation to signals and systems; signal subspaces; signal representation in different bases; norms and inner products; systems as operators; projection; linear algebraic and statistical approaches to solving linear equations; least-squares problems; linear minimum mean square error estimation; solving large-dimensional linear equation systems through numerical optimization; applications in signal processing such as signal compression, approximation, Ýnterpolation, smoothing, deconvolutjon, optimal filtering, prediction, estimation and inverse problems.