Engineering Applications of Advanced Techniques of Random Process Analysis PDF Download
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Author:
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ISBN:
Category :
Languages : en
Pages : 272
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Author:
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ISBN:
Category :
Languages : en
Pages : 272
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Author: Hisashi Kobayashi
Publisher: Cambridge University Press
ISBN: 1139502611
Category : Technology & Engineering
Languages : en
Pages : 813
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Book Description
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.
Author: Bruce Hajek
Publisher: Cambridge University Press
ISBN: 1316241246
Category : Technology & Engineering
Languages : en
Pages : 429
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Book Description
This engaging introduction to random processes provides students with the critical tools needed to design and evaluate engineering systems that must operate reliably in uncertain environments. A brief review of probability theory and real analysis of deterministic functions sets the stage for understanding random processes, whilst the underlying measure theoretic notions are explained in an intuitive, straightforward style. Students will learn to manage the complexity of randomness through the use of simple classes of random processes, statistical means and correlations, asymptotic analysis, sampling, and effective algorithms. Key topics covered include: • Calculus of random processes in linear systems • Kalman and Wiener filtering • Hidden Markov models for statistical inference • The estimation maximization (EM) algorithm • An introduction to martingales and concentration inequalities. Understanding of the key concepts is reinforced through over 100 worked examples and 300 thoroughly tested homework problems (half of which are solved in detail at the end of the book).
Author: Rasul, Mohammad
Publisher: IGI Global
ISBN: 1466609524
Category : Education
Languages : en
Pages : 368
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SUMMARY.
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Category : Aerodynamics
Languages : en
Pages :
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Author: M. A. Perry
Publisher: Elsevier
ISBN: 1483223396
Category : Technology & Engineering
Languages : en
Pages : 297
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Aerospace Instrumentation, Volume 4 is a collection of papers presented at the Fourth International Aerospace Instrumentation Symposium, held at the College of Aeronautics, Cranfield. Co-sponsored by the Instrument Society of America, the symposium covers most aspects of aerospace instrumentation. This book is composed of 14 chapters and begins with a description of strain gauge transducers, an introduction to noise, filtering, and random function, as well as the data analysis facility designed to satisfy the needs in the fields of fundamental research and major power plant design and commissioning. A chapter examines equipment for the analysis of random processes for low frequence purposes. Other chapters explore the measurement and analysis of rotor blade airloads, the application of digital computer to instrumentation systems, the features of an altitude test facility, and the trade-offs existing between analogue and digital filtering techniques. The last chapters are devoted to test methods for aircraft performance, stability, and control characteristics determination in non-steady flight. These chapters also treat the operational experience of the B-70 flight test data system. This book will prove useful to aerospace scientists, engineers and research workers.
Author:
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Category : Aeronautics
Languages : en
Pages : 1572
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Author: North Atlantic Treaty Organization. Advisory Group for Aerospace Research and Development. Technical Information Panel
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 144
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Book Description
Contents: AGARD traveling seminar, 1954; Operational research in practice, 1957; Seminar on operational research, 1957; Current research in astronautical sciences, 1959; Operations research course, 1959; Advances in astronautical propulsion, 1960; Seminar on astronautics, 1961; Transit radio navigational satellite system, 1961; Course on nuclear rocket propulsion, 1962; Physics of gases for aerodynamicists, 1963; Micropower electronics, 1963; Satellite technology for meteorology, 1964; Nuclear and electric rocket propulsion, 1964; Orbit optimization and laser applications, 1964; Problems of fluid mechanics in radial turbomachines, 1964; The aerodynamics of ground effect machines, 1965; Space navigation, guidance and control, 1965; Engineering applications of advanced techniques of random process analysis, 1965; Guided missile engineering, 1965; Bionics, 1965; Flottement des avions (Aircraft flutter), 1965; The application of microelectronics to aerospace equipment, 1966; Fluid control - components and systems.
Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 664
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Author:
Publisher:
ISBN:
Category : Science
Languages : en
Pages : 520
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