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This book offers a timely and comprehensive snapshot of research
and developments in the field of control engineering. Covering a
wide range of theoretical and practical issues, the contributions
describes a number of different control approaches, such adaptive
control, fuzzy and neuro-fuzzy control, remote and robust control
systems, real time an fault tolerant control, among others. Sensors
and actuators, measurement systems, renewable energy systems,
aerospace systems as well as industrial control and automation, are
also comprehensively covered. Based on the proceedings of the 14th
APCA International Conference on Automatic Control and Soft
Computing, held on July 1-3, 2020, in Braganca, Portugal, the book
offers a timely and thoroughly survey of the latest research in the
field of control, and a source of inspiration for researchers and
professionals worldwide.
This book presents, in an integrated form, both the analysis and
synthesis of three different types of hidden Markov models. Unlike
other books on the subject, it is generic and does not focus on a
specific theme, e.g. speech processing. Moreover, it presents the
translation of hidden Markov models' concepts from the domain of
formal mathematics into computer codes using MATLAB (R). The unique
feature of this book is that the theoretical concepts are first
presented using an intuition-based approach followed by the
description of the fundamental algorithms behind hidden Markov
models using MATLAB (R). This approach, by means of analysis
followed by synthesis, is suitable for those who want to study the
subject using a more empirical approach. Key Selling Points:
Presents a broad range of concepts related to Hidden Markov Models
(HMM), from simple problems to advanced theory Covers the analysis
of both continuous and discrete Markov chains Discusses the
translation of HMM concepts from the realm of formal mathematics
into computer code Offers many examples to supplement mathematical
notation when explaining new concepts
This book offers a timely and comprehensive snapshot of research
and developments in the field of control engineering. Covering a
wide range of theoretical and practical issues, the contributions
describes a number of different control approaches, such adaptive
control, fuzzy and neuro-fuzzy control, remote and robust control
systems, real time an fault tolerant control, among others. Sensors
and actuators, measurement systems, renewable energy systems,
aerospace systems as well as industrial control and automation, are
also comprehensively covered. Based on the proceedings of the 14th
APCA International Conference on Automatic Control and Soft
Computing, held on July 1-3, 2020, in Braganca, Portugal, the book
offers a timely and thoroughly survey of the latest research in the
field of control, and a source of inspiration for researchers and
professionals worldwide.
This book presents, in an integrated form, both the analysis and
synthesis of three different types of hidden Markov models. Unlike
other books on the subject, it is generic and does not focus on a
specific theme, e.g. speech processing. Moreover, it presents the
translation of hidden Markov models' concepts from the domain of
formal mathematics into computer codes using MATLAB (R). The unique
feature of this book is that the theoretical concepts are first
presented using an intuition-based approach followed by the
description of the fundamental algorithms behind hidden Markov
models using MATLAB (R). This approach, by means of analysis
followed by synthesis, is suitable for those who want to study the
subject using a more empirical approach. Key Selling Points:
Presents a broad range of concepts related to Hidden Markov Models
(HMM), from simple problems to advanced theory Covers the analysis
of both continuous and discrete Markov chains Discusses the
translation of HMM concepts from the realm of formal mathematics
into computer code Offers many examples to supplement mathematical
notation when explaining new concepts
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