Random Processes With Applications To Circuits And Communications
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Random Processes With Applications To Circuits And Communications
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Author : Bernard C. Levy
language : en
Publisher: Springer Nature
Release Date : 2019-09-14
Random Processes With Applications To Circuits And Communications written by Bernard C. Levy and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-14 with Technology & Engineering categories.
This textbook is based on 20 years of teaching a graduate-level course in random processes to a constituency extending beyond signal processing, communications, control, and networking, and including in particular circuits, RF and optics graduate students. In order to accommodate today’s circuits students’ needs to understand noise modeling, while covering classical material on Brownian motion, Poisson processes, and power spectral densities, the author has inserted discussions of thermal noise, shot noise, quantization noise and oscillator phase noise. At the same time, techniques used to analyze modulated communications and radar signals, such as the baseband representation of bandpass random signals, or the computation of power spectral densities of a wide variety of modulated signals, are presented. This book also emphasizes modeling skills, primarily through the inclusion of long problems at the end of each chapter, where starting from a description of the operation of a system, a model is constructed and then analyzed. Provides semester-length coverage of random processes, applicable to the analysis of electrical and computer engineering systems; Designed to be accessible to students with varying backgrounds in undergraduate mathematics and engineering; Includes solved examples throughout the discussion, as well as extensive problem sets at the end of every chapter; Develops and reinforces student’s modeling skills, with inclusion of modeling problems in every chapter; Solutions for instructors included.
Random Signals And Processes Primer With Matlab
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Author : Gordana Jovanovic Dolecek
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-08-21
Random Signals And Processes Primer With Matlab written by Gordana Jovanovic Dolecek 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 2012-08-21 with Technology & Engineering categories.
This book provides anyone needing a primer on random signals and processes with a highly accessible introduction to these topics. It assumes a minimal amount of mathematical background and focuses on concepts, related terms and interesting applications to a variety of fields. All of this is motivated by numerous examples implemented with MATLAB, as well as a variety of exercises at the end of each chapter.
Probability Random Processes And Statistical Analysis
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Author : Hisashi Kobayashi
language : en
Publisher: Cambridge University Press
Release Date : 2011-12-15
Probability Random Processes And Statistical Analysis written by Hisashi Kobayashi and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-12-15 with Technology & Engineering categories.
Together with the fundamentals of probability, random processes and statistical analysis, this insightful book also presents a broad range of advanced topics and applications. There is extensive coverage of Bayesian vs. frequentist statistics, time series and spectral representation, inequalities, bound and approximation, maximum-likelihood estimation and the expectation-maximization (EM) algorithm, geometric Brownian motion and Itô process. Applications such as hidden Markov models (HMM), the Viterbi, BCJR, and Baum–Welch algorithms, algorithms for machine learning, Wiener and Kalman filters, and queueing and loss networks are treated in detail. The book will be useful to students and researchers in such areas as communications, signal processing, networks, machine learning, bioinformatics, econometrics and mathematical finance. With a solutions manual, lecture slides, supplementary materials and MATLAB programs all available online, it is ideal for classroom teaching as well as a valuable reference for professionals.
Noise Signals
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Author : Vitalii Babak
language : en
Publisher: Springer Nature
Release Date : 2024-10-02
Noise Signals written by Vitalii Babak and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-02 with Technology & Engineering categories.
The book meticulously details a constructive mathematical model of a stochastic noise process, specifically a linear random process and its characteristics. Theoretical reasoning on the relationship between random processes with independent increments and those with independent values, known as random processes of white noise, is provided. The model of a linear random process serves as a mathematical representation of colored noises in various hues. Characteristics of both non-stationary and stationary linear random processes are elucidated, with emphasis on their ergodic properties, crucial for practical applications. The study also encompasses the vector linear random process, portraying a model of multi-channel noise signals. A novel contribution to the theory of random functions is the development of a constructive model of a conditional linear random process. This involves determining its distribution laws in the form of a characteristic function and relevant statistical characteristics, which can serve as potential indicators for identifying stochastic noise processes. The book revisits research on periodic stochastic models, examining cyclic, rhythmic, natural, and artificial phenomena, processes, and signals. A comprehensive analysis of the linear periodic random process is conducted, and the identification characteristics of periodic models of stochastic noise signals are explored. Significant attention is directed toward employing contour and phase methods as a theoretical foundation for addressing narrow-band noise signal identification challenges.
Principles Of Random Signal Analysis And Low Noise Design
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Author : Roy M. Howard
language : en
Publisher: John Wiley & Sons
Release Date : 2004-08-18
Principles Of Random Signal Analysis And Low Noise Design written by Roy M. Howard 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 2004-08-18 with Technology & Engineering categories.
Describes the leading techniques for analyzing noise. Discusses methods that are applicable to periodic signals,aperiodic signals, or random processes over finite or infiniteintervals. Provides readers with a useful reference when designing ormodeling communications systems.
Probability And Random Processes For Electrical And Computer Engineers
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Author :
language : en
Publisher:
Release Date : 2006
Probability And Random Processes For Electrical And Computer Engineers written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Computer engineering categories.
The theory of probability has important applications for computer and electrical engineers as a tool to explain, model, analyse and design the technology they develop. Gubner presents the fundamentals of probability, then progresses to more complicated topics. Suitable for advanced undergraduates, graduates and as a reference for researchers.
Probability Statistics And Random Processes For Electrical Engineering
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Author : Alberto Leon-Garcia
language : en
Publisher: Prentice Hall
Release Date : 2008
Probability Statistics And Random Processes For Electrical Engineering written by Alberto Leon-Garcia and has been published by Prentice Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Business & Economics categories.
While helping students to develop their problem-solving skills, the author motivates students with practical applications from various areas of ECE that demonstrate the relevance of probability theory to engineering practice.
Signals
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Author :
language : en
Publisher:
Release Date : 1966
Signals written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1966 with Communications, Military categories.
Applied Electromagnetics
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Author : Stuart M. Wentworth
language : en
Publisher: John Wiley & Sons
Release Date : 2007-01-09
Applied Electromagnetics written by Stuart M. Wentworth 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 2007-01-09 with Science categories.
The revolution in wireless communications calls for a new focus in the electrical engineering curriculum. Stuart M. Wentworth fills that need with his new Applied Electromagnetics: A Transmission Lines First Approach. Incorporating the popular MATLAB program throughout, it features practical applications for wireless systems, transmission lines, waveguides (including optical fiber), antennas, and microwave systems. Designed for use in a one- or two-semester sequence at the junior and senior level, it offers students both detailed theoretical grounding and hands-on experience in harmony with today’s professional practice.
Thinking Probabilistically
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Author : Ariel Amir
language : en
Publisher: Cambridge University Press
Release Date : 2020-12-17
Thinking Probabilistically written by Ariel Amir and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-17 with Mathematics categories.
An introductory text providing the reader with a thorough background to the rich world of applications of stochastic processes.