Principles and Applications of RELAX: A Robust and Universal Estimator

Principles and Applications of RELAX: A Robust and Universal Estimator PDF Author: Renbiao Wu
Publisher: Springer
ISBN: 9811369321
Category : Technology & Engineering
Languages : en
Pages : 302

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Book Description
The multiple signal demixing and parameter estimation problems that result from the impacts of background noise and interference are issues that are frequently encountered in the fields of radar, sonar, communications, and navigation. Research in the signal processing and control fields has always focused on improving the estimation performance of parameter estimation methods at low SNR and maintaining the robustness of estimations in the presence of model errors. This book presents a universal and robust relaxation estimation method (RELAX), and introduces its basic principles and applications in the fields of classical line spectrum estimation, time of delay estimation, DOA estimation, and radar target imaging. This information is explained comprehensively and in great detail, and uses metaphors pertaining to romantic relationships to visualize the basic problems of parameter estimation, the basic principles of the five types of classical parameter estimation methods, and the relationships between these principles. The book serves as a reference for scientists and technologists in the fields of signal processing and control, while also providing relevant information for graduate students in the related fields.

Principles and Applications of RELAX: A Robust and Universal Estimator

Principles and Applications of RELAX: A Robust and Universal Estimator PDF Author: Renbiao Wu
Publisher: Springer
ISBN: 9811369321
Category : Technology & Engineering
Languages : en
Pages : 302

Get Book

Book Description
The multiple signal demixing and parameter estimation problems that result from the impacts of background noise and interference are issues that are frequently encountered in the fields of radar, sonar, communications, and navigation. Research in the signal processing and control fields has always focused on improving the estimation performance of parameter estimation methods at low SNR and maintaining the robustness of estimations in the presence of model errors. This book presents a universal and robust relaxation estimation method (RELAX), and introduces its basic principles and applications in the fields of classical line spectrum estimation, time of delay estimation, DOA estimation, and radar target imaging. This information is explained comprehensively and in great detail, and uses metaphors pertaining to romantic relationships to visualize the basic problems of parameter estimation, the basic principles of the five types of classical parameter estimation methods, and the relationships between these principles. The book serves as a reference for scientists and technologists in the fields of signal processing and control, while also providing relevant information for graduate students in the related fields.

Principles and Applications of RELAX

Principles and Applications of RELAX PDF Author: Qiongqiong Jia
Publisher:
ISBN: 9789811369339
Category : TECHNOLOGY & ENGINEERING
Languages : en
Pages :

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Book Description
The multiple signal demixing and parameter estimation problems that result from the impacts of background noise and interference are issues that are frequently encountered in the fields of radar, sonar, communications, and navigation. Research in the signal processing and control fields has always focused on improving the estimation performance of parameter estimation methods at low SNR and maintaining the robustness of estimations in the presence of model errors. This book presents a universal and robust relaxation estimation method (RELAX), and introduces its basic principles and applications in the fields of classical line spectrum estimation, time of delay estimation, DOA estimation, and radar target imaging. This information is explained comprehensively and in great detail, and uses metaphors pertaining to romantic relationships to visualize the basic problems of parameter estimation, the basic principles of the five types of classical parameter estimation methods, and the relationships between these principles. The book serves as a reference for scientists and technologists in the fields of signal processing and control, while also providing relevant information for graduate students in the related fields.

Robust Adaptive Control

Robust Adaptive Control PDF Author: Petros Ioannou
Publisher: Courier Corporation
ISBN: 0486320723
Category : Technology & Engineering
Languages : en
Pages : 850

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Book Description
This tutorial-style presentation of the fundamental techniques and algorithms in adaptive control is designed to meet the needs of a wide audience without sacrificing mathematical depth or rigor. The text explores the design, analysis, and application of a wide variety of algorithms that can be used to manage dynamical systems with unknown parameters. Topics include models for dynamic systems, stability, online parameter estimation, parameter identifiers, model reference adaptive control, adaptive pole placement control, and robust adaptive laws. Engineers and students interested in learning how to design, stimulate, and implement parameter estimators and adaptive control schemes will find that this treatment does not require a full understanding of the analytical and technical proofs. This volume will also serve graduate students who wish to examine the analysis of simple schemes and discover the steps involved in more complex proofs. Advanced students and researchers will find it a guide to the grasp of long and technical proofs. Numerous examples demonstrating design procedures and the techniques of basic analysis enrich the text.

High-Dimensional Probability

High-Dimensional Probability PDF Author: Roman Vershynin
Publisher: Cambridge University Press
ISBN: 1108415199
Category : Business & Economics
Languages : en
Pages : 299

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Book Description
An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.

Joint Range of Motion and Muscle Length Testing

Joint Range of Motion and Muscle Length Testing PDF Author: Nancy Berryman Reese
Publisher: Elsevier Health Sciences
ISBN: 1416058842
Category : Medical
Languages : en
Pages : 523

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Book Description
One of the most comprehensive texts on the market, Joint Range of Motion and Muscle Length Testing, 3rd Edition, is an easy-to-follow reference that guides you in accurately measuring range of motion and muscle length for all age groups. Written by renowned educators, Nancy Berryman Reese and William D. Bandy for both Physical Therapy and Occupational Therapy professionals, this book describes in detail the reliability and validity of each technique. A new companion web site features video clips demonstrating over 100 measurement techniques! Full-color design clearly demonstrates various techniques and landmarks. Clear technique template allows you to quickly and easily identify the information you need. Simple anatomic illustrations clearly depict the various techniques and landmarks for each joint. Coverage of range of motion and muscle length testing includes important, must-know information. Complex tool coverage prepares you to use the tape measure, goniometer, and inclinometer in the clinical setting. Over 100 videos let you independently review techniques covered in the text. Chapter on infants and children eliminates having to search through pediatric-specific books for information. Anatomical landmarks provide a fast visual reference for exactly where to place measuring devices. Chapters dedicated to length testing makes information easy to locate. UPDATED information and references includes the latest in hand and upper extremity rehabilitation.

How Learning Works

How Learning Works PDF Author: Susan A. Ambrose
Publisher: John Wiley & Sons
ISBN: 0470617608
Category : Education
Languages : en
Pages : 336

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Book Description
Praise for How Learning Works "How Learning Works is the perfect title for this excellent book. Drawing upon new research in psychology, education, and cognitive science, the authors have demystified a complex topic into clear explanations of seven powerful learning principles. Full of great ideas and practical suggestions, all based on solid research evidence, this book is essential reading for instructors at all levels who wish to improve their students' learning." —Barbara Gross Davis, assistant vice chancellor for educational development, University of California, Berkeley, and author, Tools for Teaching "This book is a must-read for every instructor, new or experienced. Although I have been teaching for almost thirty years, as I read this book I found myself resonating with many of its ideas, and I discovered new ways of thinking about teaching." —Eugenia T. Paulus, professor of chemistry, North Hennepin Community College, and 2008 U.S. Community Colleges Professor of the Year from The Carnegie Foundation for the Advancement of Teaching and the Council for Advancement and Support of Education "Thank you Carnegie Mellon for making accessible what has previously been inaccessible to those of us who are not learning scientists. Your focus on the essence of learning combined with concrete examples of the daily challenges of teaching and clear tactical strategies for faculty to consider is a welcome work. I will recommend this book to all my colleagues." —Catherine M. Casserly, senior partner, The Carnegie Foundation for the Advancement of Teaching "As you read about each of the seven basic learning principles in this book, you will find advice that is grounded in learning theory, based on research evidence, relevant to college teaching, and easy to understand. The authors have extensive knowledge and experience in applying the science of learning to college teaching, and they graciously share it with you in this organized and readable book." —From the Foreword by Richard E. Mayer, professor of psychology, University of California, Santa Barbara; coauthor, e-Learning and the Science of Instruction; and author, Multimedia Learning

Bandit Algorithms

Bandit Algorithms PDF Author: Tor Lattimore
Publisher: Cambridge University Press
ISBN: 1108486827
Category : Business & Economics
Languages : en
Pages : 537

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Book Description
A comprehensive and rigorous introduction for graduate students and researchers, with applications in sequential decision-making problems.

Soviet Physics, JETP.

Soviet Physics, JETP. PDF Author:
Publisher:
ISBN:
Category : Electronic journals
Languages : en
Pages : 664

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Book Description


Essentials of Paleomagnetism

Essentials of Paleomagnetism PDF Author: Lisa Tauxe
Publisher: Univ of California Press
ISBN: 0520260317
Category : Science
Languages : en
Pages : 505

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Book Description
"This book by Lisa Tauxe and others is a marvelous tool for education and research in Paleomagnetism. Many students in the U.S. and around the world will welcome this publication, which was previously only available via the Internet. Professor Tauxe has performed a service for teaching and research that is utterly unique."—Neil D. Opdyke, University of Florida

TIP 35: Enhancing Motivation for Change in Substance Use Disorder Treatment (Updated 2019)

TIP 35: Enhancing Motivation for Change in Substance Use Disorder Treatment (Updated 2019) PDF Author: U.S. Department of Health and Human Services
Publisher: Lulu.com
ISBN: 1794755136
Category : Reference
Languages : en
Pages : 208

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Book Description
Motivation is key to substance use behavior change. Counselors can support clients' movement toward positive changes in their substance use by identifying and enhancing motivation that already exists. Motivational approaches are based on the principles of person-centered counseling. Counselors' use of empathy, not authority and power, is key to enhancing clients' motivation to change. Clients are experts in their own recovery from SUDs. Counselors should engage them in collaborative partnerships. Ambivalence about change is normal. Resistance to change is an expression of ambivalence about change, not a client trait or characteristic. Confrontational approaches increase client resistance and discord in the counseling relationship. Motivational approaches explore ambivalence in a nonjudgmental and compassionate way.