6.433 Recursive Estimation
6.435 System Identification
Spring 2002
Sanjoy Mitter, Lecturer
Handouts
Applied Stochastic Control: A Forty-Year Long Paper Trail, by Guy A. Dumont
"Filtering for Markov Chains", by Sanjoy K. Mitter, ETH Lecture Notes, Section 7, April-May, 2002
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Generalized Decision-Feedback Equalization for Packet Transmission with ISI and Gaussian Noise,by J.M. Cioffi and G.D. Forney, Jr., from ..., Chapter 4.
A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition, by Lawrence R. Rabiner, Proceedings of the IEEE, Vol. 77, No. 2, February 1989.
Levinson-Durbin Algorithm, handwritten notes by S.K. Mitter, March 18, 2002.
Possible Subjects for Term Papers, handwritten notes by S.K. Mitter, April 1, 2002.
Remaining Lecture Schedule, handwritten notes by S.K. Mitter, April 1, 2002.
Recursive Least Squares Algorithm (4/23/00) and System Identification as Approximation (4/19/00), handwritten notes by S.K. Mitter, April 22, 2002.
The Minimum Description Length Principle in Coding and Modeling, by A. Barron, IEEE Trans. Info. Theory, 40, October 1998, p. 2743.
Steady State Kalman Filter & the Wiener Filter, handwritten notes by S.K. Mitter, April 24, 2002.
Order Determination & Maximum Likelihood Estimation, handwritten notes by S.K. Mitter, April 23, 2002.
Maximum Likelikood Estimation, handwritten notes by S.K. Mitter, May 6, 2002.
On Neural Network Model Structures in System Identification, by L. Ljung, J. Sjoberg and H. Hjalmarsson.
Input Design, handwritten notes by S.K. Mitter, May 13, 2002.
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