Explicit-duration Hidden Markov Models for quantum state estimation

An explicit-duration Hidden Markov Model with a nonparametric kernel estimator of the state duration distribution is specified. The motivation comes from the physical problem of extracting the maximum information from an open quantum system subject to an external perturbation, which induces a change...

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Bibliographic Details

Published in:	Computational statistics & data analysis Vol. 158; p. 107183
Main Authors:	Luati, Alessandra, Novelli, Marco
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.06.2021
Subjects:	algorithms data analysis Forward–backward algorithm Hidden Markov Models Kernel estimation Markov chain Monte Carlo method motivation Quantum statistics Viterbi algorithm Kernel estimation Viterbi algorithm Hidden Markov Models Forward–backward algorithm Quantum statistics
ISSN:	0167-9473, 1872-7352
Online Access:	Get full text
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