Signals, Instrumentation, Control, And Machine Learning: An Integrative Introduction

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Publisher : World Scientific
ISBN 13 : 9811251886
Total Pages : 844 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Signals, Instrumentation, Control, And Machine Learning: An Integrative Introduction by : Joseph Bentsman

Download or read book Signals, Instrumentation, Control, And Machine Learning: An Integrative Introduction written by Joseph Bentsman and published by World Scientific. This book was released on 2022-03-07 with total page 844 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book stems from a unique and a highly effective approach to introducing signal processing, instrumentation, diagnostics, filtering, control, system integration, and machine learning.It presents the interactive industrial grade software testbed of mold oscillator that captures the distortion induced by beam resonance and uses this testbed as a virtual lab to generate input-output data records that permit unravelling complex system behavior, enhancing signal processing, modeling, and simulation background, and testing controller designs.All topics are presented in a visually rich and mathematically well supported, but not analytically overburdened format. By incorporating software testbed into homework and project assignments, the narrative guides a reader in an easily followed step-by-step fashion towards finding the mold oscillator disturbance removal solution currently used in the actual steel production, while covering the key signal processing, control, system integration, and machine learning concepts.The presentation is extensively class-tested and refined though the six-year usage of the book material in a required engineering course at the University of Illinois at Urbana-Champaign.

Introduction To Signal Processing, Instrumentation, And Control: An Integrative Approach

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Publisher : World Scientific Publishing Company
ISBN 13 : 9814733156
Total Pages : 772 pages
Book Rating : 4.8/5 (147 download)

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Book Synopsis Introduction To Signal Processing, Instrumentation, And Control: An Integrative Approach by : Joseph Bentsman

Download or read book Introduction To Signal Processing, Instrumentation, And Control: An Integrative Approach written by Joseph Bentsman and published by World Scientific Publishing Company. This book was released on 2016-01-11 with total page 772 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book stems from a unique and highly effective approach in introducing signal processing, instrumentation, diagnostics, filtering, control, and system integration.It presents the interactive industrial grade software testbed of mold oscillator that captures the mold motion distortion induced by coupling of the electro-hydraulic actuator nonlinearity with the resonance of the mold oscillator beam assembly. The testbed is then employed as a virtual lab to generate input-output data records that permit unraveling and refining complex behavior of the actual production system through merging dynamics, signal processing, instrumentation, and control into a coherent problem-solving package.The material is presented in a visually rich, mathematically and graphically well supported, but not analytically overburdened format. By incorporating software testbed into homework and project assignments, the book fully brings out the excitement of going through the adventure of exploring and solving a mold oscillator distortion problem, while covering the key signal processing, diagnostics, instrumentation, modeling, control, and system integration concepts.The approach presented in this book has been supported by two education advancement awards from the College of Engineering of the University of Illinois at Urbana-Champaign.

Academic Press Library in Signal Processing

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Publisher : Academic Press
ISBN 13 : 0123972264
Total Pages : 1559 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Academic Press Library in Signal Processing by : Paulo S.R. Diniz

Download or read book Academic Press Library in Signal Processing written by Paulo S.R. Diniz and published by Academic Press. This book was released on 2013-09-21 with total page 1559 pages. Available in PDF, EPUB and Kindle. Book excerpt: This first 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 machine learning and advanced signal processing theory. 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 machine learning Presents core principles in signal processing theory and shows their applications 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

Signal Processing and Machine Learning Theory

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Publisher : Elsevier
ISBN 13 : 032397225X
Total Pages : 1236 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Signal Processing and Machine Learning Theory by : Paulo S.R. Diniz

Download or read book Signal Processing and Machine Learning Theory written by Paulo S.R. Diniz and published by Elsevier. This book was released on 2023-07-10 with total page 1236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Signal Processing and Machine Learning Theory, authored by world-leading experts, reviews the principles, methods and techniques of essential and advanced signal processing theory. These theories and tools are the driving engines of many current and emerging research topics and technologies, such as machine learning, autonomous vehicles, the internet of things, future wireless communications, medical imaging, etc. Provides quick tutorial reviews of important and emerging topics of research in signal processing-based tools Presents core principles in signal processing theory and shows their applications Discusses some emerging signal processing tools applied in machine learning methods References content on core principles, technologies, algorithms and applications Includes references to journal articles and other literature on which to build further, more specific, and detailed knowledge

Signal Processing and Machine Learning with Applications

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Publisher : Springer
ISBN 13 : 9783319453712
Total Pages : 0 pages
Book Rating : 4.4/5 (537 download)

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Book Synopsis Signal Processing and Machine Learning with Applications by : Michael M. Richter

Download or read book Signal Processing and Machine Learning with Applications written by Michael M. Richter and published by Springer. This book was released on 2022-10-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Signal processing captures, interprets, describes and manipulates physical phenomena. Mathematics, statistics, probability, and stochastic processes are among the signal processing languages we use to interpret real-world phenomena, model them, and extract useful information. This book presents different kinds of signals humans use and applies them for human machine interaction to communicate. Signal Processing and Machine Learning with Applications presents methods that are used to perform various Machine Learning and Artificial Intelligence tasks in conjunction with their applications. It is organized in three parts: Realms of Signal Processing; Machine Learning and Recognition; and Advanced Applications and Artificial Intelligence. The comprehensive coverage is accompanied by numerous examples, questions with solutions, with historical notes. The book is intended for advanced undergraduate and postgraduate students, researchers and practitioners who are engaged with signal processing, machine learning and the applications.

Modeling and Optimization of Signals Using Machine Learning Techniques

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Publisher : John Wiley & Sons
ISBN 13 : 1119847680
Total Pages : 421 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Modeling and Optimization of Signals Using Machine Learning Techniques by : Chandra Singh

Download or read book Modeling and Optimization of Signals Using Machine Learning Techniques written by Chandra Singh and published by John Wiley & Sons. This book was released on 2024-09-18 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modeling and Optimization of Signals using Machine Learning Techniques is designed for researchers from academia, industries, and R&D organizations worldwide who are passionate about advancing machine learning methods, signal processing theory, data mining, artificial intelligence, and optimization. This book addresses the role of machine learning in transforming vast signal databases from sensor networks, internet services, and communication systems into actionable decision systems. It explores the development of computational solutions and novel models to handle complex real-world signals such as speech, music, biomedical data, and multimedia. Through comprehensive coverage of cutting-edge techniques, this book equips readers with the tools to automate signal processing and analysis, ultimately enhancing the retrieval of valuable information from extensive data storage systems. By providing both theoretical insights and practical guidance, the book serves as a comprehensive resource for researchers, engineers, and practitioners aiming to harness the power of machine learning in signal processing.

Advances in Automation, Signal Processing, Instrumentation, and Control

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Publisher : Springer Nature
ISBN 13 : 9811582211
Total Pages : 3212 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Advances in Automation, Signal Processing, Instrumentation, and Control by : Venkata Lakshmi Narayana Komanapalli

Download or read book Advances in Automation, Signal Processing, Instrumentation, and Control written by Venkata Lakshmi Narayana Komanapalli and published by Springer Nature. This book was released on 2021-03-04 with total page 3212 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the select proceedings of the International Conference on Automation, Signal Processing, Instrumentation and Control (i-CASIC) 2020. The book mainly focuses on emerging technologies in electrical systems, IoT-based instrumentation, advanced industrial automation, and advanced image and signal processing. It also includes studies on the analysis, design and implementation of instrumentation systems, and high-accuracy and energy-efficient controllers. The contents of this book will be useful for beginners, researchers as well as professionals interested in instrumentation and control, and other allied fields.

Signal Processing in Medicine and Biology

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Publisher : Springer Nature
ISBN 13 : 3030368440
Total Pages : 287 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Signal Processing in Medicine and Biology by : Iyad Obeid

Download or read book Signal Processing in Medicine and Biology written by Iyad Obeid and published by Springer Nature. This book was released on 2020-03-16 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers emerging trends in signal processing research and biomedical engineering, exploring the ways in which signal processing plays a vital role in applications ranging from medical electronics to data mining of electronic medical records. Topics covered include statistical modeling of electroencephalograph data for predicting or detecting seizure, stroke, or Parkinson’s; machine learning methods and their application to biomedical problems, which is often poorly understood, even within the scientific community; signal analysis; medical imaging; and machine learning, data mining, and classification. The book features tutorials and examples of successful applications that will appeal to a wide range of professionals and researchers interested in applications of signal processing, medicine, and biology.

Learning Approaches in Signal Processing

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Publisher : CRC Press
ISBN 13 : 0429590326
Total Pages : 461 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Learning Approaches in Signal Processing by : Francis Ring

Download or read book Learning Approaches in Signal Processing written by Francis Ring and published by CRC Press. This book was released on 2018-12-07 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: Coupled with machine learning, the use of signal processing techniques for big data analysis, Internet of things, smart cities, security, and bio-informatics applications has witnessed explosive growth. This has been made possible via fast algorithms on data, speech, image, and video processing with advanced GPU technology. This book presents an up-to-date tutorial and overview on learning technologies such as random forests, sparsity, and low-rank matrix estimation and cutting-edge visual/signal processing techniques, including face recognition, Kalman filtering, and multirate DSP. It discusses the applications that make use of deep learning, convolutional neural networks, random forests, etc. The applications include super-resolution imaging, fringe projection profilometry, human activities detection/capture, gesture recognition, spoken language processing, cooperative networks, bioinformatics, DNA, and healthcare.

Instrumentation and Control Systems

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Publisher : Newnes
ISBN 13 : 0081006217
Total Pages : 360 pages
Book Rating : 4.0/5 (81 download)

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Book Synopsis Instrumentation and Control Systems by : William Bolton

Download or read book Instrumentation and Control Systems written by William Bolton and published by Newnes. This book was released on 2015-08-06 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Instrumentation and Control Systems addresses the basic principles of modern instrumentation and control systems, including examples of the latest devices, techniques and applications in a clear and readable style. Unlike the majority of books in this field, only a minimal prior knowledge of mathematical methods is assumed. The book focuses on providing a comprehensive introduction to the subject, with Laplace presented in a simple and easily accessible form, complimented by an outline of the mathematics that would be required to progress to more advanced levels of study. Taking a highly practical approach, the author combines underpinning theory with numerous case studies and applications throughout, to enable the reader to apply the content directly to real-world engineering contexts. Coverage includes smart instrumentation, DAQ, crucial health and safety considerations, and practical issues such as noise reduction, maintenance and testing. PLCs and ladder programming is incorporated in the text, as well as new information introducing the various software programs used for simulation. The overall approach of this book makes it an ideal text for all introductory level undergraduate courses in control engineering and instrumentation. It is fully in line with latest syllabus requirements, and also covers, in full, the requirements of the Instrumentation & Control Principles and Control Systems & Automation units of the new Higher National Engineering syllabus from Edexcel. Completely updated Assumes minimal prior mathematical knowledge Highly accessible student-centred text Includes an extensive collection of problems, case studies and applications, with a full set of answers at the back of the book Helps placing theory in real-world engineering contexts

Foundations and Applications of Sensor Management

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Publisher : Springer
ISBN 13 : 9780387278926
Total Pages : 0 pages
Book Rating : 4.2/5 (789 download)

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Book Synopsis Foundations and Applications of Sensor Management by : Alfred Olivier Hero

Download or read book Foundations and Applications of Sensor Management written by Alfred Olivier Hero and published by Springer. This book was released on 2007-11-15 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers control theory signal processing and relevant applications in a unified manner. It introduces the area, takes stock of advances, and describes open problems and challenges in order to advance the field. The editors and contributors to this book are pioneers in the area of active sensing and sensor management, and represent the diverse communities that are targeted.

Machine Intelligence and Signal Analysis

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Publisher :
ISBN 13 : 9789811309243
Total Pages : pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Machine Intelligence and Signal Analysis by : M. Tanveer

Download or read book Machine Intelligence and Signal Analysis written by M. Tanveer and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The book covers the most recent developments in machine learning, signal analysis, and their applications. It covers the topics of machine intelligence such as: deep learning, soft computing approaches, support vector machines (SVMs), least square SVMs (LSSVMs) and their variants; and covers the topics of signal analysis such as: biomedical signals including electroencephalogram (EEG), magnetoencephalography (MEG), electrocardiogram (ECG) and electromyogram (EMG) as well as other signals such as speech signals, communication signals, vibration signals, image, and video. Further, it analyzes normal and abnormal categories of real-world signals, for example normal and epileptic EEG signals using numerous classification techniques. The book is envisioned for researchers and graduate students in Computer Science and Engineering, Electrical Engineering, Applied Mathematics, and Biomedical Signal Processing.

Digital Signal Processing with Kernel Methods

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Publisher : Wiley
ISBN 13 : 9781118705841
Total Pages : 672 pages
Book Rating : 4.7/5 (58 download)

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Book Synopsis Digital Signal Processing with Kernel Methods by : Jose Luis Rojo-Alvarez

Download or read book Digital Signal Processing with Kernel Methods written by Jose Luis Rojo-Alvarez and published by Wiley. This book was released on 2018-01-05 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt:

On Machine Learning Based Signal Processing for Power System Applications

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Publisher :
ISBN 13 :
Total Pages : 24 pages
Book Rating : 4.:/5 (115 download)

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Book Synopsis On Machine Learning Based Signal Processing for Power System Applications by : Ebrahim Balouji

Download or read book On Machine Learning Based Signal Processing for Power System Applications written by Ebrahim Balouji and published by . This book was released on 2020 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Instrumentation control, data acquisition and processing with MATLAB

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Publisher :
ISBN 13 : 9780957663503
Total Pages : 90 pages
Book Rating : 4.6/5 (635 download)

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Book Synopsis Instrumentation control, data acquisition and processing with MATLAB by : Francesco Fornetti

Download or read book Instrumentation control, data acquisition and processing with MATLAB written by Francesco Fornetti and published by . This book was released on 2013 with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Secondary Analysis of Electronic Health Records

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Publisher : Springer
ISBN 13 : 3319437429
Total Pages : 435 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Secondary Analysis of Electronic Health Records by : MIT Critical Data

Download or read book Secondary Analysis of Electronic Health Records written by MIT Critical Data and published by Springer. This book was released on 2016-09-09 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book trains the next generation of scientists representing different disciplines to leverage the data generated during routine patient care. It formulates a more complete lexicon of evidence-based recommendations and support shared, ethical decision making by doctors with their patients. Diagnostic and therapeutic technologies continue to evolve rapidly, and both individual practitioners and clinical teams face increasingly complex ethical decisions. Unfortunately, the current state of medical knowledge does not provide the guidance to make the majority of clinical decisions on the basis of evidence. The present research infrastructure is inefficient and frequently produces unreliable results that cannot be replicated. Even randomized controlled trials (RCTs), the traditional gold standards of the research reliability hierarchy, are not without limitations. They can be costly, labor intensive, and slow, and can return results that are seldom generalizable to every patient population. Furthermore, many pertinent but unresolved clinical and medical systems issues do not seem to have attracted the interest of the research enterprise, which has come to focus instead on cellular and molecular investigations and single-agent (e.g., a drug or device) effects. For clinicians, the end result is a bit of a “data desert” when it comes to making decisions. The new research infrastructure proposed in this book will help the medical profession to make ethically sound and well informed decisions for their patients.

Cardiorespiratory Coupling - Novel Insights for Integrative Biomedicine

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Publisher : Frontiers Media SA
ISBN 13 : 2889667936
Total Pages : 162 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Cardiorespiratory Coupling - Novel Insights for Integrative Biomedicine by : Tijana Bojić

Download or read book Cardiorespiratory Coupling - Novel Insights for Integrative Biomedicine written by Tijana Bojić and published by Frontiers Media SA. This book was released on 2021-06-01 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: