Hidden Markov model - Wikipedia
A hidden Markov model (HMM) is a Markov model in which the observations are dependent on a latent (or hidden) Markov process (referred to as ). An HMM requires that there be an …
HMM-based asynchronous synthesis for Interval type-2 fuzzy …
Apr 15, 2024 · This article mainly addresses the hidden-Markovian model-based asynchronous sampled-data control (SDC) synthesis problem for interval type-2 (IT2) fuz…
Hidden Markov Model in Machine learning - GeeksforGeeks
1 day ago · The Hidden Markov Model (HMM) is the relationship between the hidden states and the observations using two sets of probabilities: the transition probabilities and the emission …
Hidden Markov model-based $$H_{\infty }$$ asynchronous
Jan 22, 2025 · The asynchronous $$H_{\infty }$$ sampled data control problem is examined in this manuscript for continuous-time interval type-2 (IT2) fuzzy nonlinear Markov jump systems …
HMM-based asynchronous synthesis for Interval type-2 fuzzy …
Apr 15, 2024 · This article mainly addresses the hidden-Markovian model-based asynchronous sampled-data control (SDC) synthesis problem for interval type-2 (IT2) fuzzy semi-Markovian …
Interval type-2 fuzzy hidden Markov models - IEEE Xplore
Abstract: This paper presents an extension of the hidden Markov models (HMMs) using interval type-2 fuzzy sets (FSs) and fuzzy logic systems (FLSs) to produce interval type-2 FHMMs. …
Type-2 fuzzy hidden Markov models to phoneme recognition
We apply the type-2 FHMM as acoustic models for phoneme recognition on TIMIT speech database. Experimental results show that the type-2 FHMM has a comparable performance as …
Interval Type-2 Fuzzy Control for HMM-Based Multiagent …
Abstract: This article discusses the interval type-2 (IT2) Takagi–Sugeno (T-S) fuzzy asynchronous controller design problem for nonlinear multiagent systems via a dynamic event-triggered …
Type-2 Fuzzy Hidden Moarkov Models | SpringerLink
Jan 1, 2014 · So this first-order Markov model is called the hidden Markov model (HMM) for the hidden labels. Because of simple mathematical form and efficient inference algorithms, HMMs …
HMM-based asynchronous synthesis for Interval type-2 fuzzy …
Oct 1, 2023 · This paper investigates the stability and stabilization problem of aperiodic sampled-data nonlinear systems in the framework of interval type-2 (IT-2) fuzzy models.