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Lec-1 Introduction |
Electrical Engineering |
43 min |
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Lec-2 Probability Theory |
Electrical Engineering |
46 min |
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Lec-3 Random Variables |
Electrical Engineering |
53 min |
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Lec-4 Function of Random Variable Joint Density |
Electrical Engineering |
55 min |
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Lec-5 Mean and Variance |
Electrical Engineering |
54 min |
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Lec-6 Random Vectors Random Processes |
Electrical Engineering |
49 min |
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Lec-7 Random Processes and Linear Systems |
Electrical Engineering |
47 min |
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Lec-8 Some Numerical Problems |
Electrical Engineering |
54 min |
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Lec-9 Miscellaneous Topics on Random Process |
Electrical Engineering |
51 min |
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Lec-10 Linear Signal Models |
Electrical Engineering |
59 min |
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Lec-11 Linear Mean Sq.Error Estimation |
Electrical Engineering |
55 min |
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Lec-12 Auto Correlation and Power Spectrum Estimation |
Electrical Engineering |
45 min |
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lec-13 Z-Transform Revisited Eigen Vectors/Values |
Electrical Engineering |
52 min |
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Lec-14 The Concept of Innovation |
Electrical Engineering |
54 min |
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Lec-15 Last Squares Estimation Optimal IIR Filters |
Electrical Engineering |
51 min |
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Lec-16 Introduction to Adaptive FIlters |
Electrical Engineering |
48 min |
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Lec-17 State Estimation |
Electrical Engineering |
54 min |
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Lec-18 Kalman Filter-Model and Derivation |
Electrical Engineering |
50 min |
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Lec-19 Kalman Filter-Derivation(Contd…) |
Electrical Engineering |
54 min |
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Lec-20 Estimator Properties |
Electrical Engineering |
49 min |
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Lec-21 The Time-Invariant Kalman Filter |
Electrical Engineering |
52 min |
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Lec-22 Kalman Filter-Case Study |
Electrical Engineering |
54 min |
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Lec-23 System identification Introductory Concepts |
Electrical Engineering |
55 min |
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Lec-24 Linear Regression-Recursive Least Squares |
Electrical Engineering |
49 min |
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Lec-25 Variants of LSE |
Electrical Engineering |
52 min |
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Lec-26 Least Square Estimation |
Electrical Engineering |
52 min |
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Lec-27 Model Order Selection Residual Tests |
Electrical Engineering |
53 min |
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Lec-28 Practical Issues in Identification |
Electrical Engineering |
56 min |
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Lec-29 Estimation Problems in Instrumentation and Control |
Electrical Engineering |
55 min |
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Lec-30 Conclusion |
Electrical Engineering |
56 min |
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