theory and implementation using Matlab Coelho, João Paulo creator Pinho, Tatiana M. Boaventura-Cunha, José text Boca Raton, FL CRC Press 2019 1st ed. monographic eng

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268 Paginas Cover; Title Page; Copyright Page; Preface; Table of Contents; Glossary; 1: Introduction; 1.1 System Models; 1.2 Markov Chains; 1.3 Book Outline; 2: Probability Theory and Stochastic Processes; 2.1 Introduction; 2.2 Introduction to Probability Theory; 2.2.1 Events and Random Variables; 2.2.1.1 Types of variables; 2.2.2 Probability Definition; 2.2.3 Axioms and Properties; 2.3 Probability Density Function; 2.4 Statistical Moments; 2.5 Summary; 3: Discrete Hidden Markov Models; 3.1 Introduction; 3.2 Hidden Markov Model Dynamics; 3.2.1 The Forward Algorithm; 3.2.2 The Backward Algorithm João Paulo Coelho, Tatiana M. Pinho and José Boaventura-Cunha Incluye referencias bibliográficas e índices Sistemas estocasticos Procesamiento de datos Procesos de markov Procesamiento de datos 9780367779344 9780367203498 CO-BoUCM 240620 20240620074511.0