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Electrical - Estimation of Signals and Systems

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Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrical Engineering, IIT Kharagpur.

Self-Study Content
  1. Lec-1 Introduction

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  2. Lec-2 Probability Theory

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  3. Lec-3 Random Variables

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  4. Lec-4 Function of Random Variable Joint Density

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  5. Lec-5 Mean and Variance

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  6. Lec-6 Random Vectors Random Processes

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  7. Lec-7 Random Processes and Linear Systems

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  8. Lec-8 Some Numerical Problems

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  9. Lec-9 Miscellaneous Topics on Random Process

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  10. Lec-10 Linear Signal Models

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  11. Lec-11 Linear Mean Sq.Error Estimation

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  12. Lec-12 Auto Correlation and Power Spectrum Estimation

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  13. lec-13 Z-Transform Revisited Eigen Vectors/Values

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  14. Lec-14 The Concept of Innovation

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  15. Lec-15 Last Squares Estimation Optimal IIR Filters

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  16. Lec-16 Introduction to Adaptive FIlters

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  17. Lec-17 State Estimation

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  18. Lec-18 Kalman Filter-Model and Derivation

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  19. Lec-19 Kalman Filter-Derivation(Contd...)

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  20. Lec-20 Estimator Properties

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  21. Lec-21 The Time-Invariant Kalman Filter

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  22. Lec-22 Kalman Filter-Case Study

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  23. Lec-24 Linear Regression-Recursive Least Squares

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  24. Lec-25 Variants of LSE

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  25. Lec-26 Least Square Estimation

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  26. Lec-27 Model Order Selection Residual Tests

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  27. Lec-28 Practical Issues in Identification

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  28. Lec-29 Estimation Problems in Instrumentation and Control

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

  29. Lec-30 Conclusion

    Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrica

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