Weeks | Topics |
1 |
Spectral Estimation Problem and Its application
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2 |
Basic concepts
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3 |
Nonparametric methods for spectral estimation: Periodogram and Its various versions
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4 |
Parametric methods for spectral estimation: Statistical Models and processes
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5 |
Parametric methods for spectral estimation: AR model approach
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6 |
Parametric methods for spectral estimation: AR model approach
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7 |
Parametric methods for spectral estimation: MA model approach
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8 |
Parametric methods for spectral estimation: ARMA model approach
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9 |
Minimum Variance Spectral Estimation
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10 |
The Maximum Entropy Method
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11 |
Methods for sinüzoidal parameter estimation: Pisarenko, MUSIC, ESPRIT methods
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12 |
Principal Component Analysis
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13 |
Principal Component Analysis and Its applications
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14 |
Final Project presentations
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