Adaptive Frequency Estimation And New Convergence Properties For The Least Mean Square Algorithm

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Adaptive Frequency Estimation and New Convergence Properties for the Least Mean Square Algorithm

Author : Robert Jeffrey Keeler
Publisher :
ISBN 13 :
Total Pages : 188 pages
Book Rating : 4.3/5 (126 download)

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Book Synopsis Adaptive Frequency Estimation and New Convergence Properties for the Least Mean Square Algorithm by : Robert Jeffrey Keeler

Download or read book Adaptive Frequency Estimation and New Convergence Properties for the Least Mean Square Algorithm written by Robert Jeffrey Keeler and published by . This book was released on 1980 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: The convergence properties of the least mean square (LMS) algorithm are interpreted in terms of a vector space associated with the coefficients of the adaptive linear prediction filter (ALPF). Signal planes defined in this weight vector space are used to describe the frequency tracking by characteristics of spectral estimators based on the ALPF and are used to explain the effects of both the filter parameters and the algorithm on tracking speed. The performances of three different adaptive frequency estimators derived from the ALPF are compared. Two of these employ Fourier transforms of the coefficients and the third is based on a transform of the ALPF output. Comparisons with the conventional periodogram spectrum estimator are presented in terms of a signal-to-noise ratio (SNR) defined in frequency domain parameters. Specific calculations for one ALPF frequency estimator (The maximum entropy estimator) are used to demonstrate a bias in this estimator.

Adaptive Frequency Estimation and New Convergence Properties for the Least Mean Square Algorithm

Author : Robert Jeffrey Keeler
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (735 download)

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Book Synopsis Adaptive Frequency Estimation and New Convergence Properties for the Least Mean Square Algorithm by : Robert Jeffrey Keeler

Least-Mean-Square Adaptive Filters

Author : Simon Haykin
Publisher : John Wiley & Sons
ISBN 13 : 9780471215707
Total Pages : 516 pages
Book Rating : 4.2/5 (157 download)

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Book Synopsis Least-Mean-Square Adaptive Filters by : Simon Haykin

Download or read book Least-Mean-Square Adaptive Filters written by Simon Haykin and published by John Wiley & Sons. This book was released on 2003-09-08 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: Edited by the original inventor of the technology. Includes contributions by the foremost experts in the field. The only book to cover these topics together.

Dissertation Abstracts International

Author :
Publisher :
ISBN 13 :
Total Pages : 560 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Dissertation Abstracts International by :

Download or read book Dissertation Abstracts International written by and published by . This book was released on 1980 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computers, Control & Information Theory

Author :
Publisher :
ISBN 13 :
Total Pages : 592 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Computers, Control & Information Theory by :

Download or read book Computers, Control & Information Theory written by and published by . This book was released on 1980 with total page 592 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Decision Making Applications in Modern Power Systems

Author : Shady H.E. Abdel Aleem
Publisher : Academic Press
ISBN 13 : 0128166266
Total Pages : 576 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Decision Making Applications in Modern Power Systems by : Shady H.E. Abdel Aleem

Download or read book Decision Making Applications in Modern Power Systems written by Shady H.E. Abdel Aleem and published by Academic Press. This book was released on 2019-09-21 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision Making Applications in Modern Power Systems presents an enhanced decision-making framework for power systems. Designed as an introduction to enhanced electricity system analysis using decision-making tools, it provides an overview of the different elements, levels and actors involved within an integrated framework for decision-making in the power sector. In addition, it presents a state-of-play on current energy systems, strategies, alternatives, viewpoints and priorities in support of decision-making in the electric power sector, including discussions of energy storage and smart grids. As a practical training guide on theoretical developments and the application of advanced methods for practical electrical energy engineering problems, this reference is ideal for use in establishing medium-term and long-term strategic plans for the electric power and energy sectors. Provides panoramic coverage of state-of-the-art energy systems, strategies and priorities in support of electrical power decision-making Introduces innovative research outcomes, programs, algorithms and approaches to address challenges in understanding, creating and managing complex techno-socio-economic engineering systems Includes practical training on theoretical developments and the application of advanced methods for realistic electrical energy engineering problems

Signal Processing for Intelligent Sensor Systems with MATLAB®

Author : David C. Swanson
Publisher : CRC Press
ISBN 13 : 1439879508
Total Pages : 684 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Signal Processing for Intelligent Sensor Systems with MATLAB® by : David C. Swanson

Download or read book Signal Processing for Intelligent Sensor Systems with MATLAB® written by David C. Swanson and published by CRC Press. This book was released on 2011-07-21 with total page 684 pages. Available in PDF, EPUB and Kindle. Book excerpt: Signal Processing for Intelligent Sensors with MATLAB®, Second Edition once again presents the key topics and salient information required for sensor design and application. Organized to make it accessible to engineers in school as well as those practicing in the field, this reference explores a broad array of subjects and is divided into sections: Fundamentals of Digital Signal Processing, Frequency Domain Processing, Adaptive System Identification and Filtering, Wavenumber Sensor Systems, and Signal Processing Applications. Taking an informal, application-based approach and using a tone that is more engineer-to-engineer than professor-to-student, this revamped second edition enhances many of the features that made the original so popular. This includes retention of key algorithms and development methodologies and applications, which are creatively grouped in a way that differs from most comparable texts, to optimize their use. New for the Second Edition: Inclusion of more solved problems Web access to a large collection of MATLAB® scripts used to support data graphs presented throughout the book Additional coverage of more audio engineering, transducers, and sensor networking technology A new chapter on Digital Audio processing reflects a growing interest in digital surround sound (5.1 audio) techniques for entertainment, home theaters, and virtual reality systems New sections on sensor networking, use of meta-data architectures using XML, and agent-based automated data mining and control Serving dual roles as both a learning resource and a field reference on sensor system networks, this book progressively reveals digestible nuggets of critical information to help readers quickly master presented algorithms and adapt them to meet their requirements. It illustrates the current trend toward agile development of web services for wide area sensor networking and intelligent processing in the sensor system networks that are employed in homeland security, business, and environmental and demographic information systems.

Signal Processing for Intelligent Sensor Systems with MATLAB, Second Edition

Author : David C. Swanson
Publisher : CRC Press
ISBN 13 : 1420043056
Total Pages : 686 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Signal Processing for Intelligent Sensor Systems with MATLAB, Second Edition by : David C. Swanson

Download or read book Signal Processing for Intelligent Sensor Systems with MATLAB, Second Edition written by David C. Swanson and published by CRC Press. This book was released on 2012 with total page 686 pages. Available in PDF, EPUB and Kindle. Book excerpt: Building on the unique features that made the first edition a bestseller, this second edition includes additional solved problems and web access to the large collection of MATLABTM scripts that are highlighted throughout the text. The book offers expanded coverage of audio engineering, transducers, and sensor networking technology. It also includes new chapters on digital audio processing, as well as acoustics and vibrations transducers. The text addresses the use of meta-data architectures using XML and agent-based automated data mining and control. The numerous algorithms presented can be applied locally or network-based to solve complex detection problems.

Comprehensive Dissertation Index

Author :
Publisher :
ISBN 13 :
Total Pages : 890 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Comprehensive Dissertation Index by :

Download or read book Comprehensive Dissertation Index written by and published by . This book was released on 1984 with total page 890 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Adaptive Filtering Primer with MATLAB

Author : Alexander D. Poularikas
Publisher : CRC Press
ISBN 13 : 142000638X
Total Pages : 240 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Adaptive Filtering Primer with MATLAB by : Alexander D. Poularikas

Download or read book Adaptive Filtering Primer with MATLAB written by Alexander D. Poularikas and published by CRC Press. This book was released on 2017-12-19 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Because of the wide use of adaptive filtering in digital signal processing and, because most of the modern electronic devices include some type of an adaptive filter, a text that brings forth the fundamentals of this field was necessary. The material and the principles presented in this book are easily accessible to engineers, scientists, and students who would like to learn the fundamentals of this field and have a background at the bachelor level. Adaptive Filtering Primer with MATLAB® clearly explains the fundamentals of adaptive filtering supported by numerous examples and computer simulations. The authors introduce discrete-time signal processing, random variables and stochastic processes, the Wiener filter, properties of the error surface, the steepest descent method, and the least mean square (LMS) algorithm. They also supply many MATLAB® functions and m-files along with computer experiments to illustrate how to apply the concepts to real-world problems. The book includes problems along with hints, suggestions, and solutions for solving them. An appendix on matrix computations completes the self-contained coverage. With applications across a wide range of areas, including radar, communications, control, medical instrumentation, and seismology, Adaptive Filtering Primer with MATLAB® is an ideal companion for quick reference and a perfect, concise introduction to the field.

Intelligent Computing, Communication and Devices

Author : Lakhmi C. Jain
Publisher : Springer
ISBN 13 : 8132220099
Total Pages : 525 pages
Book Rating : 4.1/5 (322 download)

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Book Synopsis Intelligent Computing, Communication and Devices by : Lakhmi C. Jain

Download or read book Intelligent Computing, Communication and Devices written by Lakhmi C. Jain and published by Springer. This book was released on 2014-08-28 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the history of mankind, three revolutions which impact the human life are the tool-making revolution, agricultural revolution and industrial revolution. They have transformed not only the economy and civilization but the overall development of the society. Probably, intelligence revolution is the next revolution, which the society will perceive in the next 10 years. ICCD-2014 covers all dimensions of intelligent sciences, i.e. Intelligent Computing, Intelligent Communication and Intelligent Devices. This volume covers contributions from Intelligent Communication which are from the areas such as Communications and Wireless Ad Hoc & Sensor Networks, Speech & Natural Language Processing, including Signal, Image and Video Processing and Mobile broadband and Optical networks, which are the key to the ground-breaking inventions to intelligent communication technologies. Secondly, Intelligent Device is any type of equipment, instrument or machine that has its own computing capability. Contributions from the areas such as Embedded Systems, RFID, RF MEMS, VLSI Design & Electronic Devices, Analog and Mixed-Signal IC Design and Testing, MEMS and Microsystems, CMOS MEMS, Solar Cells and Photonics, Nano Devices, Single Electron & Spintronics Devices, Space Electronics and Intelligent Robotics are covered in this volume.

Signal Processing for Active Control

Author : Stephen Elliott
Publisher : Elsevier
ISBN 13 : 0080517137
Total Pages : 531 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Signal Processing for Active Control by : Stephen Elliott

Download or read book Signal Processing for Active Control written by Stephen Elliott and published by Elsevier. This book was released on 2000-09-26 with total page 531 pages. Available in PDF, EPUB and Kindle. Book excerpt: Signal Processing for Active Control sets out the signal processing and automatic control techniques that are used in the analysis and implementation of active systems for the control of sound and vibration. After reviewing the performance limitations introduced by physical aspects of active control, Stephen Elliott presents the calculation of the optimal performance and the implementation of adaptive real time controllers for a wide variety of active control systems.Active sound and vibration control are technologically important problems with many applications. 'Active control' means controlling disturbance by superimposing a second disturbance on the original source of disturbance. Put simply, initial noise + other specially-generated noise or vibration = silence [or controlled noise]. This book presents a unified approach to techniques that are used in the analysis and implementation of different control systems. It includes practical examples at the end of each chapter to illustrate the use of various approaches.This book is intended for researchers, engineers, and students in the field of acoustics, active control, signal processing, and electrical engineering.

A Least Squares Adaptive Lattice Equalizer Algorithm

Author : E. H. Satorius
Publisher :
ISBN 13 :
Total Pages : 23 pages
Book Rating : 4.:/5 (227 download)

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Book Synopsis A Least Squares Adaptive Lattice Equalizer Algorithm by : E. H. Satorius

Download or read book A Least Squares Adaptive Lattice Equalizer Algorithm written by E. H. Satorius and published by . This book was released on 1980 with total page 23 pages. Available in PDF, EPUB and Kindle. Book excerpt: In many applications of adaptive data equalization, rapid initial convergence of the adaptive equalizer is of paramount importance. Apparently the fastest known equalizer adaptation algorithm is based on a least squares estimation algorithm. The least squares algorithm, which is a special case of the Kalman estimation algorithm, was first applied to channel equalization by Godard in a seminal paper. One disadvantage with the Godard algorithm is that the complexity, i.e., number of additions and multiplications, of the algorithm grows quadradically with the number of filter coefficients. Recently, however, Morf, Ljung, Lee and others have shown how the complexity of the conventionally implemented least squares algorithms (e.g., Godard's algorithm) can be made to grow only linearly with the number of filter coefficients. Furthermore, these computationally simpler least squares algorithms may be implemented either in tapped delay line or lattice form. The application of the tapped delay line form, i.e., the fast Kalman algorithm, to channel equalization has been considered recently by Falconer and Ljung. In this paper, it is shown how the least squares lattice algorithms originally introduced by Morf and Lee can be adapted to the equalizer adjustment algorithm. The extremely rapid start up convergence properties of the least squares lattice equalizer are confirmed by computer simulation. (Author).

Advancing Embedded Systems and Real-Time Communications with Emerging Technologies

Author : Virtanen, Seppo
Publisher : IGI Global
ISBN 13 : 146666035X
Total Pages : 530 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Advancing Embedded Systems and Real-Time Communications with Emerging Technologies by : Virtanen, Seppo

Download or read book Advancing Embedded Systems and Real-Time Communications with Emerging Technologies written by Virtanen, Seppo and published by IGI Global. This book was released on 2014-04-30 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embedded systems and real-time computing can be useful tools for a variety of applications. Further research developments in this field can assist in promoting the future development of these technologies for various applications. Advancing Embedded Systems and Real-Time Communications with Emerging Technologies discusses embedded systems, communication system engineering, and real-time systems in an integrated manner. This research book includes advancements in the fields of computer science, computer engineering, and telecommunication engineering in regard to how they are used in embedded and real-time systems for communications purposes. With its practical and theoretical research, this book is an essential reference for academicians, students, researchers, practitioners, and IT professionals.

Adaptive Filters

Author : Behrouz Farhang-Boroujeny
Publisher : John Wiley & Sons
ISBN 13 : 111859133X
Total Pages : 800 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Adaptive Filters by : Behrouz Farhang-Boroujeny

Download or read book Adaptive Filters written by Behrouz Farhang-Boroujeny and published by John Wiley & Sons. This book was released on 2013-04-02 with total page 800 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second edition of Adaptive Filters: Theory and Applications has been updated throughout to reflect the latest developments in this field; notably an increased coverage given to the practical applications of the theory to illustrate the much broader range of adaptive filters applications developed in recent years. The book offers an easy to understand approach to the theory and application of adaptive filters by clearly illustrating how the theory explained in the early chapters of the book is modified for the various applications discussed in detail in later chapters. This integrated approach makes the book a valuable resource for graduate students; and the inclusion of more advanced applications including antenna arrays and wireless communications makes it a suitable technical reference for engineers, practitioners and researchers. Key features: • Offers a thorough treatment of the theory of adaptive signal processing; incorporating new material on transform domain, frequency domain, subband adaptive filters, acoustic echo cancellation and active noise control. • Provides an in-depth study of applications which now includes extensive coverage of OFDM, MIMO and smart antennas. • Contains exercises and computer simulation problems at the end of each chapter. • Includes a new companion website hosting MATLAB® simulation programs which complement the theoretical analyses, enabling the reader to gain an in-depth understanding of the behaviours and properties of the various adaptive algorithms.

Adaptive Systems in Control and Signal Processing 1995

Author : Cs. Banyasz
Publisher : Elsevier
ISBN 13 : 148329689X
Total Pages : 491 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Adaptive Systems in Control and Signal Processing 1995 by : Cs. Banyasz

Download or read book Adaptive Systems in Control and Signal Processing 1995 written by Cs. Banyasz and published by Elsevier. This book was released on 2014-05-23 with total page 491 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leading academic and industrial researchers working with adaptive systems and signal processing have been given the opportunity to exchange ideas, concepts and solutions at the IFAC Symposia on Adaptive Systems in Control and Signal Processing. This postprint volume contains all those papers which were presented at the 5th IFAC Symposium in Budapest in 1995. The technical program was composed of a number of invited and contributed sessions and a special case study session, providing a good balance between applications and theory oriented papers.

Robust Adaptive Control

Author : G.C. Goodwin
Publisher : Elsevier
ISBN 13 : 1483298248
Total Pages : 275 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Robust Adaptive Control by : G.C. Goodwin

Download or read book Robust Adaptive Control written by G.C. Goodwin and published by Elsevier. This book was released on 2014-05-23 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: The workshop brought together international experts in the field of robust adaptive control to present recent developments in the area. These indicated that the theory of adaptive control is moving closer to applications and is beginning to give realistic guidelines useful in practical situations. The proceedings also focused on the value of such practical features as filtering, normalization, deadzones and unification of robust control and adaptation.