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Introduction To Applied Statistical Signal Analysis

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Introduction to Applied Statistical Signal Analysis

Introduction to Applied Statistical Signal Analysis Book
Author : Richard Shiavi
Publisher : Elsevier
Release : 2010-07-19
ISBN : 0080467687
Language : En, Es, Fr & De

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Book Description :

Introduction to Applied Statistical Signal Analysis, Third Edition, is designed for the experienced individual with a basic background in mathematics, science, and computer. With this predisposed knowledge, the reader will coast through the practical introduction and move on to signal analysis techniques, commonly used in a broad range of engineering areas such as biomedical engineering, communications, geophysics, and speech. Topics presented include mathematical bases, requirements for estimation, and detailed quantitative examples for implementing techniques for classical signal analysis. This book includes over one hundred worked problems and real world applications. Many of the examples and exercises use measured signals, most of which are from the biomedical domain. The presentation style is designed for the upper level undergraduate or graduate student who needs a theoretical introduction to the basic principles of statistical modeling and the knowledge to implement them practically. Includes over one hundred worked problems and real world applications. Many of the examples and exercises in the book use measured signals, many from the biomedical domain.

Introduction to Applied Statistical Signal Analysis

Introduction to Applied Statistical Signal Analysis Book
Author : Richard Shiavi
Publisher : Unknown
Release : 1999
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

This book provides a balanced perspective of the concept, mathematical bases, requirements for estimation, and detailed quantitative examples of the implementation of the techniques for classical signal analysis. The presentation integrates theory and implementation, practical examples, homework exercises which range from pencil and paper format to computer-based format problems, to instructional notebooks. The notebooks provide a mode of learning that is interactive and suited for self-pacing and independent learning. * "real-world" applications * real data available for exercises and projects * notebooks for interactive learning * graphical explanation of concepts * exercises emphasizing concepts * CD-ROM with MATLAB implementation

An Introduction to Statistical Signal Processing

An Introduction to Statistical Signal Processing Book
Author : Robert M. Gray,Lee D. Davisson
Publisher : Cambridge University Press
Release : 2004-12-02
ISBN : 1139456288
Language : En, Es, Fr & De

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Book Description :

This book describes the essential tools and techniques of statistical signal processing. At every stage theoretical ideas are linked to specific applications in communications and signal processing using a range of carefully chosen examples. The book begins with a development of basic probability, random objects, expectation, and second order moment theory followed by a wide variety of examples of the most popular random process models and their basic uses and properties. Specific applications to the analysis of random signals and systems for communicating, estimating, detecting, modulating, and other processing of signals are interspersed throughout the book. Hundreds of homework problems are included and the book is ideal for graduate students of electrical engineering and applied mathematics. It is also a useful reference for researchers in signal processing and communications.

A First Course in Statistics for Signal Analysis

A First Course in Statistics for Signal Analysis Book
Author : Wojbor A. Woyczynski
Publisher : Springer Science & Business Media
Release : 2007-05-26
ISBN : 0817645160
Language : En, Es, Fr & De

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Book Description :

This self-contained, deliberately compact, and user-friendly book is designed for a first, one-semester course in statistical signal analysis for a broad audience of students in engineering and the physical sciences. The emphasis throughout is on fundamental concepts and relationships in the statistical theory of stationary random signals, explained in a concise, yet fairly rigorous presentation. Developed by the author over the course of several years of classroom use, this book may be used by junior/senior undergraduates or graduate students in electrical, systems, computer, and biomedical engineering, as well as the physical sciences.

Biosignal and Medical Image Processing

Biosignal and Medical Image Processing Book
Author : John L. Semmlow,Benjamin Griffel
Publisher : CRC Press
Release : 2021-10-01
ISBN : 1466567376
Language : En, Es, Fr & De

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Book Description :

Written specifically for biomedical engineers, Biosignal and Medical Image Processing, Third Edition provides a complete set of signal and image processing tools, including diagnostic decision-making tools, and classification methods. Thoroughly revised and updated, it supplies important new material on nonlinear methods for describing and classify

Understanding Digital Signal Processing with MATLAB and Solutions

Understanding Digital Signal Processing with MATLAB   and Solutions Book
Author : Alexander D. Poularikas
Publisher : CRC Press
Release : 2017-11-13
ISBN : 1351623281
Language : En, Es, Fr & De

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Book Description :

The book discusses receiving signals that most electrical engineers detect and study. The vast majority of signals could never be detected due to random additive signals, known as noise, that distorts them or completely overshadows them. Such examples include an audio signal of the pilot communicating with the ground over the engine noise or a bioengineer listening for a fetus’ heartbeat over the mother’s. The text presents the methods for extracting the desired signals from the noise. Each new development includes examples and exercises that use MATLAB to provide the answer in graphic forms for the reader's comprehension and understanding.

Discrete Random Signal Processing and Filtering Primer with MATLAB

Discrete Random Signal Processing and Filtering Primer with MATLAB Book
Author : Alexander D. Poularikas
Publisher : CRC Press
Release : 2018-10-03
ISBN : 142008934X
Language : En, Es, Fr & De

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Book Description :

Engineers in all fields will appreciate a practical guide that combines several new effective MATLAB® problem-solving approaches and the very latest in discrete random signal processing and filtering. Numerous Useful Examples, Problems, and Solutions – An Extensive and Powerful Review Written for practicing engineers seeking to strengthen their practical grasp of random signal processing, Discrete Random Signal Processing and Filtering Primer with MATLAB provides the opportunity to doubly enhance their skills. The author, a leading expert in the field of electrical and computer engineering, offers a solid review of recent developments in discrete signal processing. The book also details the latest progress in the revolutionary MATLAB language. A Practical Self-Tutorial That Transcends Theory The author introduces an incremental discussion of signal processing and filtering, and presents several new methods that can be used for a more dynamic analysis of random digital signals with both linear and non-linear filtering. Ideal as a self-tutorial, this book includes numerous examples and functions, which can be used to select parameters, perform simulations, and analyze results. This concise guide encourages readers to use MATLAB functions – and those new ones introduced as Book MATLAB Functions – to substitute many different combinations of parameters, giving them a firm grasp of how much each parameter affects results. Much more than a simple review of theory, this book emphasizes problem solving and result analysis, enabling readers to take a hands-on approach to advance their own understanding of MATLAB and the way it is used within signal processing and filtering.

Biological Signal Analysis

Biological Signal Analysis Book
Author : Anonim
Publisher : Bookboon
Release : 2021-12-04
ISBN : 8776815943
Language : En, Es, Fr & De

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Book Description :

Download Biological Signal Analysis book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Image Processing for Computer Graphics and Vision

Image Processing for Computer Graphics and Vision Book
Author : Luiz Velho,Alejandro C. Frery,Jonas Gomes
Publisher : Springer Science & Business Media
Release : 2009-04-29
ISBN : 1848001932
Language : En, Es, Fr & De

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Book Description :

Image processing is concerned with the analysis and manipulation of images by computer. Providing a thorough treatment of image processing with an emphasis on those aspects most used in computer graphics, the authors concentrate on describing and analyzing the underlying concepts rather than on presenting algorithms or pseudocode. As befits a modern introduction to this topic, a good balance is struck between discussing the underlying mathematics and the main topics: signal processing, data discretization, the theory of colour and different colour systems, operations in images, dithering and half-toning, warping and morphing and image processing. This second edition reflects recent trends in science andtechnology that exploit image processing in computer graphics and vision applications. Stochastic image models and statistical methods for image processing are covered as are: A modern approach and new developments in the area, Probability theory for image processing, Applications in image analysis and computer vision.

Biosignal Processing

Biosignal Processing Book
Author : Hualou Liang,Joseph D. Bronzino,Donald R. Peterson
Publisher : CRC Press
Release : 2012-10-17
ISBN : 1000687228
Language : En, Es, Fr & De

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Book Description :

With the rise of advanced computerized data collection systems, monitoring devices, and instrumentation technologies, large and complex datasets accrue as an inevitable part of biomedical enterprise. The availability of these massive amounts of data offers unprecedented opportunities to advance our understanding of underlying biological and physiol

Biomedical Signals Imaging and Informatics

Biomedical Signals  Imaging  and Informatics Book
Author : Joseph D. Bronzino,Donald R. Peterson
Publisher : CRC Press
Release : 2014-12-16
ISBN : 1439825270
Language : En, Es, Fr & De

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Book Description :

Known as the bible of biomedical engineering, The Biomedical Engineering Handbook, Fourth Edition, sets the standard against which all other references of this nature are measured. As such, it has served as a major resource for both skilled professionals and novices to biomedical engineering. Biomedical Signals, Imaging, and Informatics, the third volume of the handbook, presents material from respected scientists with diverse backgrounds in biosignal processing, medical imaging, infrared imaging, and medical informatics. More than three dozen specific topics are examined, including biomedical signal acquisition, thermographs, infrared cameras, mammography, computed tomography, positron-emission tomography, magnetic resonance imaging, hospital information systems, and computer-based patient records. The material is presented in a systematic manner and has been updated to reflect the latest applications and research findings.

The Biomedical Engineering Handbook

The Biomedical Engineering Handbook Book
Author : Joseph D. Bronzino,Donald R. Peterson
Publisher : CRC Press
Release : 2018-10-03
ISBN : 1439863113
Language : En, Es, Fr & De

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Book Description :

The definitive "bible" for the field of biomedical engineering, this collection of volumes is a major reference for all practicing biomedical engineers and students. Now in its fourth edition, this work presents a substantial revision, with all sections updated to offer the latest research findings. New sections address drugs and devices, personali

Science and Technology of Terrorism and Counterterrorism

Science and Technology of Terrorism and Counterterrorism Book
Author : Tushar K. Ghosh,Mark A. Prelas,Dabir S. Viswanath,Sudarshan K. Loyalka
Publisher : CRC Press
Release : 2002-08-29
ISBN : 0824743202
Language : En, Es, Fr & De

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Book Description :

Citing viable homeland defense strategies, this book examines the potential agents, delivery methods, and toxic and nontoxic effects of possible nuclear, biological, and chemical terrorist attacks. Providing countermeasures for governmental and emergency first-response teams, the book covers the impact of WMDs on public health, agriculture, and economic infrastructures, as well as the limitations of sensor/detection technology and the prediction of potential biological and chemical events. It also discusses the effects of next wave cyberterrorism, the roles of state and federal agencies, root causes of terrorism, how to diagnose a chemical or bioterrorism event in the emergency room, and more.

Science and Technology of Terrorism and Counterterrorism Second Edition

Science and Technology of Terrorism and Counterterrorism  Second Edition Book
Author : Mark A. Prelas,Dabir S. Viswanath,Sudarshan K. Loyalka
Publisher : CRC Press
Release : 2010-08-10
ISBN : 1420071823
Language : En, Es, Fr & De

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Book Description :

Traditionally, resources on terrorism and counterterrorism tend to focus on the social, behavioral, and legal aspects of the subject, with minimal emphasis on the scientific and technological aspects. Taking into account these practical considerations, the second edition of Science and Technology of Terrorism and Counterterrorism discusses the nature of terrorism and the materials used by terrorists. It describes how intelligence professionals and law enforcement personnel can detect and destroy these materials, and how they can deal with terrorist groups. This volume begins by introducing the shift in analysis of terrorist attacks after September 11, 2001 and summarizes selected case studies. It discusses the origin and nature of terrorism and the factors involved in diplomacy. Covering a broad range of topics, the book examines: Aerosol dispersion of toxic materials Bioterrorism and the manufacture, detection, and delivery of biological agents Agricultural terrorism Nuclear terrorism and nuclear weapons systems, threats, and safeguards Chemical terrorism, including manufacture, detection, delivery, and decontamination Cyber-terrorism Personal protective equipment The role of government at federal, state, and local levels The role of international agencies and their resources, capabilities, and responsibilities The National Infrastructure Protection Plan As terrorist activities increase globally, it is critical that those charged with protecting the public understand the myriad of ways in which terrorists operate. While we cannot predict where, when, and how terrorists will strike, our vigilance in staying abreast of the terrorist threat is the only way to have a fighting chance against those who seek to destroy our world.

Advances in Signal Processing and Intelligent Recognition Systems

Advances in Signal Processing and Intelligent Recognition Systems Book
Author : Sabu M. Thampi,Sanghamitra Bandyopadhyay,Sri Krishnan,Kuan-Ching Li,Sergey Mosin,Maode Ma
Publisher : Springer
Release : 2015-12-24
ISBN : 3319286587
Language : En, Es, Fr & De

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Book Description :

This Edited Volume contains a selection of refereed and revised papers originally presented at the second International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS-2015), December 16-19, 2015, Trivandrum, India. The program committee received 175 submissions. Each paper was peer reviewed by at least three or more independent referees of the program committee and the 59 papers were finally selected. The papers offer stimulating insights into biometrics, digital watermarking, recognition systems, image and video processing, signal and speech processing, pattern recognition, machine learning and knowledge-based systems. The book is directed to the researchers and scientists engaged in various field of signal processing and related areas.

Statistical Signal Processing for Neuroscience and Neurotechnology

Statistical Signal Processing for Neuroscience and Neurotechnology Book
Author : Karim G. Oweiss
Publisher : Academic Press
Release : 2010-09-22
ISBN : 9780080962962
Language : En, Es, Fr & De

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Book Description :

This is a uniquely comprehensive reference that summarizes the state of the art of signal processing theory and techniques for solving emerging problems in neuroscience, and which clearly presents new theory, algorithms, software and hardware tools that are specifically tailored to the nature of the neurobiological environment. It gives a broad overview of the basic principles, theories and methods in statistical signal processing for basic and applied neuroscience problems. Written by experts in the field, the book is an ideal reference for researchers working in the field of neural engineering, neural interface, computational neuroscience, neuroinformatics, neuropsychology and neural physiology. By giving a broad overview of the basic principles, theories and methods, it is also an ideal introduction to statistical signal processing in neuroscience. A comprehensive overview of the specific problems in neuroscience that require application of existing and development of new theory, techniques, and technology by the signal processing community Contains state-of-the-art signal processing, information theory, and machine learning algorithms and techniques for neuroscience research Presents quantitative and information-driven science that has been, or can be, applied to basic and translational neuroscience problems

Computational Neuroscience Trends in Research 2000

Computational Neuroscience  Trends in Research 2000 Book
Author : J.M. Bower
Publisher : Elsevier
Release : 2000-07-12
ISBN : 0080929486
Language : En, Es, Fr & De

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Book Description :

This volume includes papers originally presented at the 8th annual Computational Neuroscience meeting (CNS'99) held in July of 1999 in Pittsburgh, Pennsylvania. The CNS meetings bring together computational neuroscientists representing many different fields and backgrounds as well as experimental preparations and theoretical approaches. The papers published here range across vast levels of scale from cellular mechanisms to cognitive brain studies. The subjects of the research include many different preparations from invertebrates to humans. In all cases the work described in this volume is focused on understanding how nervous systems compute. The research described includes subjects like neural coding and neuronal dendrites and reflects a trend towards forging links between cognitive research and neurobiology. Accordingly, this volume reflects the breadth and depth of current research in computational neuroscience taking place throughout the world.

Introduction to Modeling in Physiology and Medicine

Introduction to Modeling in Physiology and Medicine Book
Author : Claudio Cobelli,Ewart Carson
Publisher : Elsevier
Release : 2008-02-06
ISBN : 9780080559988
Language : En, Es, Fr & De

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Book Description :

This unified modeling textbook for students of biomedical engineering provides a complete course text on the foundations, theory and practice of modeling and simulation in physiology and medicine. It is dedicated to the needs of biomedical engineering and clinical students, supported by applied BME applications and examples. Developed for biomedical engineering and related courses: speaks to BME students at a level and in a language appropriate to their needs, with an interdisciplinary clinical/engineering approach, quantitative basis, and many applied examples to enhance learning Delivers a quantitative approach to modeling and also covers simulation: the perfect foundation text for studies across BME and medicine Extensive case studies and engineering applications from BME, plus end-of-chapter exercises

Intelligent Data Engineering and Automated Learning IDEAL 2006

Intelligent Data Engineering and Automated Learning  IDEAL 2006 Book
Author : Emilio Corchado,Hujun Yin,Vicente Botti,Colin Fyfe
Publisher : Springer Science & Business Media
Release : 2006-09-20
ISBN : 3540454853
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 7th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2006. The 170 revised full papers presented were carefully selected from 557 submissions. The papers are organized in topical sections on learning and information processing, data mining, retrieval and management, bioinformatics and bio-inspired models, agents and hybrid systems, financial engineering, as well as a special session on nature-inspired date technologies.