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Contents
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| Week 1: |
Introduction to time series, fundamental components of time series, Signal to Noise concept |
| Week 2: |
Importance of time series analysis in geodesy, contribution to project in geosciences and structural health monitoring, and literature reviews. |
| Week 3: |
Analysis of a geodetic time series in the time domain, |
| Week 4: |
Fast Fourier Transform(FFT), and its geodetic applications |
| Week 5: |
Filtering of Geodetic Time series in the time domain |
| Week 6: |
Filtering of Geodetic Time series in the frequency domain |
| Week 7: |
Matlab implementations with regards to filtering |
| Week 8: |
Midterm Exam |
| Week 9: |
Features and analysis of low-frequency GNSS time series and velocity estimation |
| Week 10: |
Features and analysis of high-frequency GNSS time series, and its FFT analysis |
| Week 11: |
Investigation of ionosphere with time series analysis. |
| Week 12: |
Analysis of sea-level changes with time series |
| Week 13: |
Adaptive filter and its geodetic applications |
| Week 14: |
Matlab implementations with regards to the adaptive filter |
| Week 15*: |
General review |
| Week 16*: |
Final Exam |
| Textbooks and materials: |
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| Recommended readings: |
Allen, R., L., and Mills, D., W., 2004, Signal Analysis, Time, Frequency, Scale and Structure, IEEE Press, USA
Chatfield, C.: The Analysis of Time Series, Chapman & Hall/CRC, 1996.
Sevütekin S., Nargeleçekenler M. 2005. Zaman Serileri Analizi, Nobel yayıncılık, 341 sf., Ankara
Proakis, J.G., Manolakis, D.G., Çeviri Editörü:Salor, Ö., Digital Signal Processing: Principles, Algorithms, and Applications, (Sayısal Sinyal İşleme), 4. Baskıdan çeviri, Nobel yayıncılık, 1024 sf., Ankara |
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* Between 15th and 16th weeks is there a free week for students to prepare for final exam.
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