Estimation of Signals and Systems Online Course, IIT Kharagpur http://freevideolectures.com Lecture 1: Introduction http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/1 Fri, 24 May 2013 05:56:22 -0600 Lecture 2: Probability Theory http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/2 Fri, 24 May 2013 05:56:22 -0600 Lecture 3: Random Variables http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/3 Fri, 24 May 2013 05:56:22 -0600 Lecture 4: Function of Random Variable Joint Density http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/4 Fri, 24 May 2013 05:56:22 -0600 Lecture 5: Mean and Variance http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/5 Fri, 24 May 2013 05:56:22 -0600 Lecture 6: Random Vectors Random Processes http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/6 Fri, 24 May 2013 05:56:22 -0600 Lecture 7: Random Processes and Linear Systems http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/7 Fri, 24 May 2013 05:56:22 -0600 Lecture 8: Some Numerical Problems http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/8 Fri, 24 May 2013 05:56:22 -0600 Lecture 9: Miscellaneous Topics on Random Process http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/9 Fri, 24 May 2013 05:56:22 -0600 Lecture 10: Linear Signal Models http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/10 Fri, 24 May 2013 05:56:22 -0600 Lecture 11: Linear Mean Square Error Estimation http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/11 Fri, 24 May 2013 05:56:22 -0600 Lecture 12: Auto Correlation and Power Spectrum Estimation http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/12 Fri, 24 May 2013 05:56:22 -0600 Lecture 13: Z-Transform Revisited Eigen Vectors/Values http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/13 Fri, 24 May 2013 05:56:22 -0600 Lecture 14: The Concept of Innovation http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/14 Fri, 24 May 2013 05:56:22 -0600 Lecture 15: Last Squares Estimation Optimal IIR Filters http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/15 Fri, 24 May 2013 05:56:22 -0600 Lecture 16: Introduction to Adaptive FIlters http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/16 Fri, 24 May 2013 05:56:22 -0600 Lecture 17: State Estimation http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/17 Fri, 24 May 2013 05:56:22 -0600 Lecture 18: Kalman Filter-Model and Derivation - I http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/18 Fri, 24 May 2013 05:56:22 -0600 Lecture 19: Kalman Filter-Model and Derivation - II http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/19 Fri, 24 May 2013 05:56:22 -0600 Lecture 20: Estimator Properties http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/20 Fri, 24 May 2013 05:56:22 -0600 Lecture 21: The Time-Invariant Kalman Filter http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/21 Fri, 24 May 2013 05:56:22 -0600 Lecture 22: Kalman Filter-Case Study http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/22 Fri, 24 May 2013 05:56:22 -0600 Lecture 23: System identification Introductory Concepts http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/23 Fri, 24 May 2013 05:56:22 -0600 Lecture 24: Linear Regression-Recursive Least Squares http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/24 Fri, 24 May 2013 05:56:22 -0600 Lecture 25: Variants of LSE http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/25 Fri, 24 May 2013 05:56:22 -0600 Lecture 26: Least Square Estimation http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/26 Fri, 24 May 2013 05:56:22 -0600 Lecture 27: Model Order Selection Residual Tests http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/27 Fri, 24 May 2013 05:56:22 -0600 Lecture 28: Practical Issues in Identification http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/28 Fri, 24 May 2013 05:56:22 -0600 Lecture 29: Estimation Problems in Instrumentation and Control http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/29 Fri, 24 May 2013 05:56:22 -0600 Lecture 30: Conclusion http://freevideolectures.com/Course/2343/Estimation-of-Signals-and-Systems/30 Fri, 24 May 2013 05:56:22 -0600