Random Processes with Applications to Circuits and Communications - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Random Processes with Applications to Circuits and Communications write by Bernard C. Levy. This book was released on 2019-09-14. Random Processes with Applications to Circuits and Communications available in PDF, EPUB and Kindle. 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.
Introduction to Random Processes
Introduction to Random Processes - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Introduction to Random Processes write by William A. Gardner. This book was released on 1986. Introduction to Random Processes available in PDF, EPUB and Kindle.
Random Processes, Communications, and Radar
Random Processes, Communications, and Radar - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Random Processes, Communications, and Radar write by William Milton Brown. This book was released on 1969. Random Processes, Communications, and Radar available in PDF, EPUB and Kindle.
Probability, Random Processes, and Statistical Analysis
Probability, Random Processes, and Statistical Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Probability, Random Processes, and Statistical Analysis write by Hisashi Kobayashi. This book was released on 2011-12-15. Probability, Random Processes, and Statistical Analysis available in PDF, EPUB and Kindle. 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.
Applications of Random Process Excursion Analysis
Applications of Random Process Excursion Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Applications of Random Process Excursion Analysis write by Irina S. Brainina. This book was released on 2013-07-11. Applications of Random Process Excursion Analysis available in PDF, EPUB and Kindle. This book addresses one of the key problems in signal processing, the problem of identifying statistical properties of excursions in a random process in order to simplify the theoretical analysis and make it suitable for engineering applications. Precise and approximate formulas are explained, which are relatively simple and can be used for engineering applications such as the design of devices which can overcome the high initial uncertainty of the self-training period. The information presented in the monograph can be used to implement adaptive signal processing devices capable of detecting or recognizing the wanted signals (with a priori unknown statistical properties) against the background noise. The applications presented can be used in a wide range of fields including medicine, radiolocation, telecommunications, surface quality control (flaw detection), image recognition, thermal noise analysis for the design of semiconductors, and calculation of excessive load in mechanics. Introduces English-speaking students and researchers in to the results obtained in the former Soviet/ Russian academic institutions within last few decades. Supplies a range of applications suitable for all levels from undergraduate to professional Contains computer simulations
