Bootstrap Techniques For Signal Processing PDF Download
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Author | : Abdelhak M. Zoubir |
Publisher | : Cambridge University Press |
Total Pages | : 238 |
Release | : 2004-05-06 |
Genre | : Technology & Engineering |
ISBN | : 9781139452021 |
Download Bootstrap Techniques for Signal Processing Book in PDF, ePub and Kindle
The statistical bootstrap is one of the methods that can be used to calculate estimates of a certain number of unknown parameters of a random process or a signal observed in noise, based on a random sample. Such situations are common in signal processing and the bootstrap is especially useful when only a small sample is available or an analytical analysis is too cumbersome or even impossible. This book covers the foundations of the bootstrap, its properties, its strengths and its limitations. The authors focus on bootstrap signal detection in Gaussian and non-Gaussian interference as well as bootstrap model selection. The theory developed in the book is supported by a number of useful practical examples written in MATLAB. The book is aimed at graduate students and engineers, and includes applications to real-world problems in areas such as radar and sonar, biomedical engineering and automotive engineering.
Author | : Hwa-Tung Ong |
Publisher | : |
Total Pages | : 29 |
Release | : 1996 |
Genre | : Statistical hypothesis testing |
ISBN | : 9781864351972 |
Download Bootstrap Methods for Confidence Interval Estimation and Hypothesis Testing: Includes index Book in PDF, ePub and Kindle
Author | : Abdelhak M. Zoubir |
Publisher | : Morgan & Claypool |
Total Pages | : 100 |
Release | : 2006-07-01 |
Genre | : Technology & Engineering |
ISBN | : 9781598290981 |
Download Bootstrapping in Signal Processing Book in PDF, ePub and Kindle
Author | : Rangaraj M. Rangayyan |
Publisher | : John Wiley & Sons |
Total Pages | : 722 |
Release | : 2015-06-08 |
Genre | : Science |
ISBN | : 0470911395 |
Download Biomedical Signal Analysis Book in PDF, ePub and Kindle
The book will help assist a reader in the development of techniques for analysis of biomedical signals and computer aided diagnoses with a pedagogical examination of basic and advanced topics accompanied by over 350 figures and illustrations. Wide range of filtering techniques presented to address various applications 800 mathematical expressions and equations Practical questions, problems and laboratory exercises Includes fractals and chaos theory with biomedical applications
Author | : Mats Viberg |
Publisher | : Academic Press |
Total Pages | : 1013 |
Release | : 2013-08-31 |
Genre | : Technology & Engineering |
ISBN | : 0124116213 |
Download Academic Press Library in Signal Processing Book in PDF, ePub and Kindle
This third volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in array and statistical signal processing. With this reference source you will: Quickly grasp a new area of research Understand the underlying principles of a topic and its application Ascertain how a topic relates to other areas and learn of the research issues yet to be resolved Quick tutorial reviews of important and emerging topics of research in array and statistical signal processing Presents core principles and shows their application Reference content on core principles, technologies, algorithms and applications Comprehensive references to journal articles and other literature on which to build further, more specific and detailed knowledge Edited by leading people in the field who, through their reputation, have been able to commission experts to write on a particular topic
Author | : Adam Glowacz |
Publisher | : MDPI |
Total Pages | : 604 |
Release | : 2020-03-13 |
Genre | : Technology & Engineering |
ISBN | : 3039282948 |
Download Signal Processing and Analysis of Electrical Circuit Book in PDF, ePub and Kindle
This Special Issue with 35 published articles shows the significance of the topic “Signal Processing and Analysis of Electrical Circuit”. This topic has been gaining increasing attention in recent times. The presented articles can be categorized into four different areas: signal processing and analysis methods of electrical circuits; electrical measurement technology; applications of signal processing of electrical equipment; fault diagnosis of electrical circuits. It is a fact that the development of electrical systems, signal processing methods, and circuits has been accelerating. Electronics applications related to electrical circuits and signal processing methods have gained noticeable attention in recent times. The methods of signal processing and electrical circuits are widely used by engineers and scientists all over the world. The constituent papers represent a significant contribution to electronics and present applications that can be used in industry. Further improvements to the presented approaches are required for realizing their full potential.
Author | : James V. Candy |
Publisher | : John Wiley & Sons |
Total Pages | : 638 |
Release | : 2016-06-20 |
Genre | : Technology & Engineering |
ISBN | : 1119125472 |
Download Bayesian Signal Processing Book in PDF, ePub and Kindle
Presents the Bayesian approach to statistical signal processing for a variety of useful model sets This book aims to give readers a unified Bayesian treatment starting from the basics (Baye’s rule) to the more advanced (Monte Carlo sampling), evolving to the next-generation model-based techniques (sequential Monte Carlo sampling). This next edition incorporates a new chapter on “Sequential Bayesian Detection,” a new section on “Ensemble Kalman Filters” as well as an expansion of Case Studies that detail Bayesian solutions for a variety of applications. These studies illustrate Bayesian approaches to real-world problems incorporating detailed particle filter designs, adaptive particle filters and sequential Bayesian detectors. In addition to these major developments a variety of sections are expanded to “fill-in-the gaps” of the first edition. Here metrics for particle filter (PF) designs with emphasis on classical “sanity testing” lead to ensemble techniques as a basic requirement for performance analysis. The expansion of information theory metrics and their application to PF designs is fully developed and applied. These expansions of the book have been updated to provide a more cohesive discussion of Bayesian processing with examples and applications enabling the comprehension of alternative approaches to solving estimation/detection problems. The second edition of Bayesian Signal Processing features: “Classical” Kalman filtering for linear, linearized, and nonlinear systems; “modern” unscented and ensemble Kalman filters: and the “next-generation” Bayesian particle filters Sequential Bayesian detection techniques incorporating model-based schemes for a variety of real-world problems Practical Bayesian processor designs including comprehensive methods of performance analysis ranging from simple sanity testing and ensemble techniques to sophisticated information metrics New case studies on adaptive particle filtering and sequential Bayesian detection are covered detailing more Bayesian approaches to applied problem solving MATLAB® notes at the end of each chapter help readers solve complex problems using readily available software commands and point out other software packages available Problem sets included to test readers’ knowledge and help them put their new skills into practice Bayesian Signal Processing, Second Edition is written for all students, scientists, and engineers who investigate and apply signal processing to their everyday problems.
Author | : Fakher Chaari |
Publisher | : Springer |
Total Pages | : 225 |
Release | : 2019-07-31 |
Genre | : Technology & Engineering |
ISBN | : 3030225291 |
Download Cyclostationarity: Theory and Methods – IV Book in PDF, ePub and Kindle
This book gathers contributions presented at the 10th Workshop on Cyclostationary Systems and Their Applications, held in Gródek nad Dunajcem, Poland in February 2017. It includes twelve interesting papers covering current topics related to both cyclostationary and general non stationary processes. Moreover, this book, which covers both theoretical and practical issues, offers a practice-oriented guide to the analysis of data sets with non-stationary behavior and a bridge between basic and applied research on nonstationary processes. It provides students, researchers and professionals with a timely guide on cyclostationary systems, nonstationary processes and relevant engineering applications.
Author | : Harry L. Van Trees |
Publisher | : John Wiley & Sons |
Total Pages | : 1472 |
Release | : 2004-04-07 |
Genre | : Technology & Engineering |
ISBN | : 0471463833 |
Download Optimum Array Processing Book in PDF, ePub and Kindle
Well-known authority, Dr. Van Trees updates array signalprocessing for today's technology This is the most up-to-date and thorough treatment of thesubject available Written in the same accessible style as Van Tree's earlierclassics, this completely new work covers all modern applicationsof array signal processing, from biomedicine to wirelesscommunications
Author | : Ahsan H. Khandoker |
Publisher | : Frontiers Media SA |
Total Pages | : 99 |
Release | : 2018-08-16 |
Genre | : |
ISBN | : 288945536X |
Download Recent Advances in Doppler Signal Processing and Modelling Techniques for Fetal Monitoring Book in PDF, ePub and Kindle
The guest editors of this eBook have accepted 10 very high-quality submissions for inclusion in a special issue of Frontiers in Physiology. The key difference between this eBook and contemporary fetal physiology related literature is that this Research Topic summarizes additional insights into the physiological link between physiologically understandable mathematical indices of fetal signals and the developing cardiovascular functions in fetal health and compromises. This book should be of considerable help to researchers, professionals in fetal monitoring device industries, academics, and graduate students from a wide range of disciplines. The text provides a comprehensive account of recent research in this emerging field and we anticipate that the concepts presented here will generate further research in this field.