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A Parallel Filtered-Based EM Algorithm for HMM and Sinusoidal Drift Parameter Estimation with Systolic Array Implementation

Krishnamurthy, V.; Elliott, R. J.

Proceedings of the... IEEE Conference on Decision and Control.; Decision and control; San Antonio; TX, 1993; Dec, 1993, 726-731 -- IEEE; 1993 Part: Part 32; (pages 726-731) -- 1993

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Exact finite dimensional filters for certain exponential functionals of Gaussian state space processes

Krishnamurthy, V.; Elliott, R. J.

Proceedings of the... IEEE Conference on Decision and Control.; Decision and control; Diego; CA, 1997; Dec, 1997, 1651-1656 -- IEEE; 1997 Part: 2; (pages 1651-1656) -- 1997

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Filters for estimating Markov modulated Poisson processes and image-enhanced tracking

Krishnamurthy, V.; Elliott, R. J.

Proceedings of the... IEEE Conference on Decision and Control.; Decision and control; New Orleans; LA, 1995; Dec, 1995, 63-68 -- IEEE; 1995 Part: Part 34; (pages 63-68) -- 1995

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James-Stein state space filter

Manton, J. H.; Krishnamurthy, V.; Poor, H. V.

Proceedings of the... IEEE Conference on Decision and Control.; Decision and control; San Diego; CA, 1997; Dec, 1997, 3454-3459 -- IEEE; 1997 Part: Part 36; (pages 3454-3459) -- 1997

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MAP state sequence estimation for jump Markov linear systems via the expectation-maximization algorithm

Logothetis, A.; Krishnamurthy, V.

Proceedings of the... IEEE Conference on Decision and Control.; Decision and control; Diego; CA, 1997; Dec, 1997, 1700-1705 -- IEEE; 1997 Part: 2; (pages 1700-1705) -- 1997

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The data association problem for hidden Markov models

Krishnamurthy, V.; Evans, R. J.

Proceedings of the... IEEE Conference on Decision and Control.; Decision and control; New Orleans; LA, 1995; Dec, 1995, 2764-2765 -- IEEE; 1995 Part: Part 34; (pages 2764-2765) -- 1995

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Adaptive Non-Linear Time-Series Estimation Based on Hidden Markov Models

Krishnamurthy, V.

Proceedings of the... IEEE Conference on Decision and Control.; Decision and control; San Antonio; TX, 1993; Dec, 1993, 720-725 -- IEEE; 1993 Part: Part 32; (pages 720-725) -- 1993

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Finite dimensional filters for maximum likelihood estimation of continuous-time linear Gaussian systems

Elliott, R. J.; Krishnamurthy, V.

Proceedings of the... IEEE Conference on Decision and Control.; Decision and control; San Diego; CA, 1997; Dec, 1997, 4469-4474 -- IEEE; 1997 Part: 5; (pages 4469-4474) -- 1997

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Conditional moment generating functions for integrals and stochastic integrals

Charalambous, C. D.; Elliott, R. J.; Krishnamurthy, V.

Proceedings of the... IEEE Conference on Decision and Control.; Decision and control; San Diego; CA, 1997; Dec, 1997, 3944-3949 -- IEEE; 1997 Part: Part 36; (pages 3944-3949) -- 1997

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Least Mean Square Algorithms with Switched Markov ODE Limit

Krishnamurthy, V.; Yin, G.

Proceedings of the... IEEE Conference on Decision and Control.; Decision and control; CDC 43; Nassau, Bahamas, 2004; Dec, 2004, 4134-4139 -- IEEE; 2004 Part: Part 4; (pages 4134-4139) -- 2004

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