Recursive Bayesian Decoding in State Observation Models: Theory and Application in Quantum-Based Inference

Recursive Bayesian Decoding in State Observation Models: Theory and Application in Quantum-Based Inference

Accurately estimating a sequence of latent variables in state observation models remains a challenging problem, particularly when maintaining coherence among consecutive estimates. While forward filtering and smoothing methods provide coherent marginal distributions, they often fail to maintain cohe...

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Bibliographic Details
Main Authors: Branislav Rudić, Markus Pichler-Scheder, Dmitry Efrosinin
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Mathematics
Subjects:
Bayesian inference
recursive estimation
decoding
state observation model
dynamic systems
Gaussian mixtures
Online Access:https://www.mdpi.com/2227-7390/13/12/2012
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