Information Package / Course Catalogue
| Course Code | : EEE544 |
| Course Type | : Area Elective |
| Couse Group | : Second Cycle (Master's Degree) |
| Education Language | : Turkish |
| Work Placement | : N/A |
| Theory | : 3 |
| Prt. | : 0 |
| Credit | : 3 |
| Lab | : 0 |
| ECTS | : 6 |
To provide the graduate students the fundamentals of spectral estimation methods used in frequency domain analysis of random signals.
Basic concepts: Energy and power spectral densities, properties of power spectral densities, the spectral estimation problem, Nonparametric methods for spectral estimation, Parametric methods for rational spectra, Parametric methods for line spectra, Filter bank methods, Spatial methods for spectral estimation.
| 1. | To know and classify the spectral estimation problems. |
| 2. | To know parametric methods for spectral estimation and apply them to real world data. |
| 3. | To know nonparametric methods for spectral estimation and apply them to real world data. |
| 4. | To perform frequency domain analysis of random signals and systems and interpret the implementation outcomes. |
| 5. | To have technical background to understand and follow the up-to-date spectral estimation methods and study based on these methods. |
| 1. | P. Stoica, R. Moses, Spectral Analysis of Signals, Prentice-Hall, NJ, 2005. |
| 2. | S. M. Alessio, Digital Signal Processing and Spectral Analysis for Scientists, Springer, 2016. |
| Type of Assessment | Count | Percent |
|---|---|---|
| Assignment | 1 | %5 |
| Quiz | 1 | %5 |
| Midterm Examination | 1 | %20 |
| Final Examination | 1 | %70 |
| Activities | Count | Preparation | Time | Total Work Load (hours) |
|---|---|---|---|---|
| Lecture - Theory | 14 | 3 | 3 | 84 |
| Assignment | 1 | 10 | 3 | 13 |
| Quiz | 1 | 2 | 2 | 4 |
| Midterm Examination | 1 | 15 | 3 | 18 |
| Final Examination | 1 | 28 | 3 | 31 |
| TOTAL WORKLOAD (hours) | 150 | |||
PÇ-1 | PÇ-2 | PÇ-3 | PÇ-4 | PÇ-5 | PÇ-6 | PÇ-7 | |
OÇ-1 | 3 | 3 | 3 | 3 | 4 | 3 | 4 |
OÇ-2 | 4 | 4 | 4 | 3 | 5 | 4 | 3 |
OÇ-3 | 3 | 3 | 5 | 5 | 5 | 4 | 3 |
OÇ-4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 |
OÇ-5 | 3 | 3 | 3 | 3 | 4 | 3 | 4 |