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Fundamentals Of Stochastic Signals Systems And Estimation Theory With Worked Examples


Fundamentals Of Stochastic Signals Systems And Estimation Theory With Worked Examples
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Fundamentals Of Stochastic Signals Systems And Estimation Theory With Worked Examples


Fundamentals Of Stochastic Signals Systems And Estimation Theory With Worked Examples
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Author : Branko Kovačević
language : en
Publisher:
Release Date : 2008

Fundamentals Of Stochastic Signals Systems And Estimation Theory With Worked Examples written by Branko Kovačević and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Estimation theory categories.




Fundamentals Of Stochastic Signals Systems And Estimation Theory With Worked Examples


Fundamentals Of Stochastic Signals Systems And Estimation Theory With Worked Examples
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Author : Branko Kovačević
language : en
Publisher:
Release Date : 1999

Fundamentals Of Stochastic Signals Systems And Estimation Theory With Worked Examples written by Branko Kovačević and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with categories.




Fundamentals Of Stochastic Signals Systems And Estimation Theory


Fundamentals Of Stochastic Signals Systems And Estimation Theory
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Author : Branko Kovacevic
language : en
Publisher: Springer
Release Date : 2008-09-08

Fundamentals Of Stochastic Signals Systems And Estimation Theory written by Branko Kovacevic and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-09-08 with Technology & Engineering categories.


The main theme of this book deals with fundamental concepts underlying stochastic signal or linear stochastic systems, their modelling and analysis as well as model-based signal processing. Many examples are included to illustrate the concepts of this book.



Adaptive Digital Filters


Adaptive Digital Filters
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Author : Branko Kovačević
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-06-21

Adaptive Digital Filters written by Branko Kovačević and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-21 with Technology & Engineering categories.


“Adaptive Digital Filters” presents an important discipline applied to the domain of speech processing. The book first makes the reader acquainted with the basic terms of filtering and adaptive filtering, before introducing the field of advanced modern algorithms, some of which are contributed by the authors themselves. Working in the field of adaptive signal processing requires the use of complex mathematical tools. The book offers a detailed presentation of the mathematical models that is clear and consistent, an approach that allows everyone with a college level of mathematics knowledge to successfully follow the mathematical derivations and descriptions of algorithms. The algorithms are presented in flow charts, which facilitates their practical implementation. The book presents many experimental results and treats the aspects of practical application of adaptive filtering in real systems, making it a valuable resource for both undergraduate and graduate students, and for all others interested in mastering this important field.



Robust Digital Processing Of Speech Signals


Robust Digital Processing Of Speech Signals
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Author : Branko Kovacevic
language : en
Publisher: Springer
Release Date : 2017-06-06

Robust Digital Processing Of Speech Signals written by Branko Kovacevic and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-06-06 with Technology & Engineering categories.


This book focuses on speech signal phenomena, presenting a robustification of the usual speech generation models with regard to the presumed types of excitation signals, which is equivalent to the introduction of a class of nonlinear models and the corresponding criterion functions for parameter estimation. Compared to the general class of nonlinear models, such as various neural networks, these models possess good properties of controlled complexity, the option of working in “online” mode, as well as a low information volume for efficient speech encoding and transmission. Providing comprehensive insights, the book is based on the authors’ research, which has already been published, supplemented by additional texts discussing general considerations of speech modeling, linear predictive analysis and robust parameter estimation.



Applications And Optimizations Of Kalman Filter And Their Variants


Applications And Optimizations Of Kalman Filter And Their Variants
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Author : Asadullah Khalid
language : en
Publisher: BoD – Books on Demand
Release Date : 2024-07-17

Applications And Optimizations Of Kalman Filter And Their Variants written by Asadullah Khalid and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-17 with Mathematics categories.


Applications and Optimizations of Kalman Filter and Their Variants is a comprehensive exploration of Kalman filters’ diverse applications and refined optimizations across various domains. It meticulously examines their role in microgrid management, offering adaptive estimation techniques for effective control strategies. The book then delves into distribution system state estimation, showcasing an innovative stochastic programming model using extended Kalman filters for reliable monitoring and control. In the realm of financial modeling, readers gain insights into how Kalman filters enhance trading strategies like pairs trading and partial co-integration, bridging finance and analytics. Moreover, the book discusses Kalman filter optimization, addressing challenges in object tracking and error reduction with techniques like dynamic stochastic approximation algorithms and M-robust estimates. With practical examples and interdisciplinary approaches, this book serves as a valuable resource for researchers, practitioners, and students looking to harness Kalman filter techniques for enhanced efficiency and accuracy across diverse fields.



Astrodynamics 2011


Astrodynamics 2011
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Author : Astrodynamics Specialist Conference
language : en
Publisher:
Release Date : 2012

Astrodynamics 2011 written by Astrodynamics Specialist Conference and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with categories.




Fundamentals Of Signal Processing In Metric Spaces With Lattice Properties


Fundamentals Of Signal Processing In Metric Spaces With Lattice Properties
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Author : Andrey Popoff
language : en
Publisher: CRC Press
Release Date : 2017-11-03

Fundamentals Of Signal Processing In Metric Spaces With Lattice Properties written by Andrey Popoff and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-03 with Mathematics categories.


Exploring the interrelation between information theory and signal processing theory, the book contains a new algebraic approach to signal processing theory. Readers will learn this new approach to constructing the unified mathematical fundamentals of both information theory and signal processing theory in addition to new methods of evaluating quality indices of signal processing. The book discusses the methodology of synthesis and analysis of signal processing algorithms providing qualitative increase of signal processing efficiency under parametric and nonparametric prior uncertainty conditions. Examples are included throughout the book to further emphasize new material.



Proceedings Of Melecon


Proceedings Of Melecon
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Author :
language : en
Publisher:
Release Date : 2000

Proceedings Of Melecon written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Electrical engineering categories.




Fourier Analysis On Finite Groups With Applications In Signal Processing And System Design


Fourier Analysis On Finite Groups With Applications In Signal Processing And System Design
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Author : Radomir S. Stankovic
language : en
Publisher: John Wiley & Sons
Release Date : 2005-08-08

Fourier Analysis On Finite Groups With Applications In Signal Processing And System Design written by Radomir S. Stankovic and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-08-08 with Science categories.


Discover applications of Fourier analysis on finite non-Abeliangroups The majority of publications in spectral techniques considerFourier transform on Abelian groups. However, non-Abelian groupsprovide notable advantages in efficient implementations of spectralmethods. Fourier Analysis on Finite Groups with Applications in SignalProcessing and System Design examines aspects of Fourieranalysis on finite non-Abelian groups and discusses differentmethods used to determine compact representations for discretefunctions providing for their efficient realizations and relatedapplications. Switching functions are included as an example ofdiscrete functions in engineering practice. Additionally,consideration is given to the polynomial expressions and decisiondiagrams defined in terms of Fourier transform on finitenon-Abelian groups. A solid foundation of this complex topic is provided bybeginning with a review of signals and their mathematical modelsand Fourier analysis. Next, the book examines recent achievementsand discoveries in: Matrix interpretation of the fast Fourier transform Optimization of decision diagrams Functional expressions on quaternion groups Gibbs derivatives on finite groups Linear systems on finite non-Abelian groups Hilbert transform on finite groups Among the highlights is an in-depth coverage of applications ofabstract harmonic analysis on finite non-Abelian groups in compactrepresentations of discrete functions and related tasks in signalprocessing and system design, including logic design. All chaptersare self-contained, each with a list of references to facilitatethe development of specialized courses or self-study. With nearly 100 illustrative figures and fifty tables, this isan excellent textbook for graduate-level students and researchersin signal processing, logic design, and system theory-as well asthe more general topics of computer science and appliedmathematics.