EE603 SPECTRAL ESTIMATION
Course Code: |
5670603 |
METU Credit (Theoretical-Laboratory hours/week): |
3(3-0) |
ECTS Credit: |
8.0 |
Department: |
Electrical And Electronics Engineering |
Language of Instruction: |
English |
Level of Study: |
Graduate |
Course Coordinator: |
|
Offered Semester: |
Fall Semesters. |
Course Content
Review of basic concepts. Nonparametric methods (periodogram and correlogram based methods). Parametric methods for rational spectra (AR, MA, and ARMA modeling). Parametric methods for line spectra (models of sinusoidal signals in noise). Spatial methods (MUSIC, Min-norm, ESPRIT, etc.). Description of the cases that can be handled via the following approaches: Higher-order statistical analysis, adaptive estimation, time-frequency analysis.