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Digital Filter Design Using Python for Power Engineering Applications

Digital Filter Design Using Python for Power Engineering Applications
Author: Shivkumar Venkatraman Iyer
Publisher:
Total Pages: 201
Release: 2020
Genre: Electric filters, Digital
ISBN: 9783030618612

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This book is an in-depth description on how to design digital filters. The presentation is geared for practicing engineers, using open source computational tools, while incorporating fundamental signal processing theory. The author includes theory as-needed, with an emphasis on translating to practical application. The book describes tools in detail that can be used for filter design, along with the steps needed to automate the entire process. Breaks down signal processing theory into simple, understandable language for practicing engineers; Provides readers with a highly-practical introduction to digital filter design; Uses open source computational tools, while incorporating fundamental signal processing theory; Describes examples of digital systems in engineering and a description of how they are implemented in practice; Includes case studies where filter design is described in depth from inception to final implementation.


Digital Filter Design using Python for Power Engineering Applications

Digital Filter Design using Python for Power Engineering Applications
Author: Shivkumar Venkatraman Iyer
Publisher: Springer Nature
Total Pages: 201
Release: 2020-11-30
Genre: Technology & Engineering
ISBN: 3030618609

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This book is an in-depth description on how to design digital filters. The presentation is geared for practicing engineers, using open source computational tools, while incorporating fundamental signal processing theory. The author includes theory as-needed, with an emphasis on translating to practical application. The book describes tools in detail that can be used for filter design, along with the steps needed to automate the entire process. Breaks down signal processing theory into simple, understandable language for practicing engineers; Provides readers with a highly-practical introduction to digital filter design; Uses open source computational tools, while incorporating fundamental signal processing theory; Describes examples of digital systems in engineering and a description of how they are implemented in practice; Includes case studies where filter design is described in depth from inception to final implementation.


Applications of Artificial Intelligence in Electrical Engineering

Applications of Artificial Intelligence in Electrical Engineering
Author: Khalid, Saifullah
Publisher: IGI Global
Total Pages: 388
Release: 2020-03-27
Genre: Technology & Engineering
ISBN: 1799827208

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Artificial intelligence is increasingly finding its way into industrial and manufacturing contexts. The prevalence of AI in industry from stock market trading to manufacturing makes it easy to forget how complex artificial intelligence has become. Engineering provides various current and prospective applications of these new and complex artificial intelligence technologies. Applications of Artificial Intelligence in Electrical Engineering is a critical research book that examines the advancing developments in artificial intelligence with a focus on theory and research and their implications. Highlighting a wide range of topics such as evolutionary computing, image processing, and swarm intelligence, this book is essential for engineers, manufacturers, technology developers, IT specialists, managers, academicians, researchers, computer scientists, and students.


Digital Filter Design and Realization

Digital Filter Design and Realization
Author: Takao Hinamoto
Publisher: River Publishers
Total Pages: 484
Release: 2017-05-08
Genre: Technology & Engineering
ISBN: 8793519648

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Analysis, design, and realization of digital filters have experienced major developments since the 1970s, and have now become an integral part of the theory and practice in the field of contemporary digital signal processing. Digital Filter Design and Realization is written to present an up-to-date and comprehensive account of the analysis, design, and realization of digital filters. It is intended to be used as a text for graduate students as well as a reference book for practitioners in the field. Prerequisites for this book include basic knowledge of calculus, linear algebra, signal analysis, and linear system theory. Technical topics discussed in the book include: Discrete-Time Systems and z-TransformationStability and Coefficient SensitivityState-Space ModelsFIR Digital Filter DesignFrequency-Domain Digital Filter DesignTime-Domain Digital Filter DesignInterpolated and Frequency-Response-Masking FIR Digital Filter DesignComposite Digital Filter DesignFinite Word Length EffectsCoefficient Sensitivity Analysis and MinimizationError Spectrum ShapingRoundoff Noise Analysis and MinimizationGeneralized Transposed Direct-Form IIBlock-State Realization


Digital Filters

Digital Filters
Author: Andreas Antoniou
Publisher: McGraw-Hill Companies
Total Pages: 728
Release: 1993
Genre: Mathematics
ISBN:

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This final year/postgraduate text for courses in digital filters or digital signal processing deals with the construction of algorithms that filter data into useful information. It starts with the basics and goes on to cover advanced topics such as recursive and non-recursive filters (including optimization techniques), wave digital filters and DFTs. A new chapter on the application of digital signal processing offers up-to-date techniques and there are new problems and examples throughout. A solutions manual is available (0-07-002122-8).


Digital Filters Using MATLAB

Digital Filters Using MATLAB
Author: Lars Wanhammar
Publisher: Springer Nature
Total Pages: 807
Release: 2020-02-18
Genre: Technology & Engineering
ISBN: 3030240630

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This textbook provides comprehensive coverage for courses in the basics of design and implementation of digital filters. The book assumes only basic knowledge in digital signal processing and covers state-of-the-art methods for digital filter design and provides a simple route for the readers to design their own filters. The advanced mathematics that is required for the filter design is minimized by providing an extensive MATLAB toolbox with over 300 files. The book presents over 200 design examples with MATLAB code and over 300 problems to be solved by the reader. The students can design and modify the code for their use. The book and the design examples cover almost all known design methods of frequency-selective digital filters as well as some of the authors’ own, unique techniques.


Digital Filters

Digital Filters
Author: Fred Taylor
Publisher: John Wiley & Sons
Total Pages: 268
Release: 2011-09-20
Genre: Technology & Engineering
ISBN: 1118141148

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The book is not an exposition on digital signal processing (DSP) but rather a treatise on digital filters. The material and coverage is comprehensive, presented in a consistent that first develops topics and subtopics in terms it their purpose, relationship to other core ideas, theoretical and conceptual framework, and finally instruction in the implementation of digital filter devices. Each major study is supported by Matlab-enabled activities and examples, with each Chapter culminating in a comprehensive design case study.


Digital Filters and Signal Processing in Electronic Engineering

Digital Filters and Signal Processing in Electronic Engineering
Author: S M Bozic
Publisher: ISBS
Total Pages: 266
Release: 1998-10
Genre: Science
ISBN: 9781898563587

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An unusual blend of theory and practice of digital signal processing (DSP) for advanced undergraduate and postgraduate electronics engineers. It is also an R & D source book for design engineers of embedded systems in real-time computing, and applied mathematicians who apply DSP techniques in telecommunications, aerospace (control systems), satellite communications, instrumentation, and medical technology (ultrasound and magnetic resonance imaging). It is unique to find in one volume the implementation of the equations as algorithms, not only in MATLAB but right up to a working DSP-based scheme. Other features include number representations, multiply-accumulate, special addressing modes, zero overhead iteration schemes, and single and multiple instructions.


Digital Filtering in One and Two Dimensions

Digital Filtering in One and Two Dimensions
Author: M. Ahmadi
Publisher: Springer Science & Business Media
Total Pages: 480
Release: 2013-06-29
Genre: Technology & Engineering
ISBN: 1489909184

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This book has been conceived to extend the generally published work on one- and two-dimensional digital filters in order to include some of the more recently developed ideas. It is intended to supplement and build on the classical books which cover the fundamental concepts of the topic. As a consequence of this, the basic theory is stated in a compact manner and is not developed thoroughly, as this would result in considerable duplication of existing books. The main theme of the book has been to provide a comprehensive background to the methods available for the realization of both recursive and nonrecursive digital filters, and to give an insight into some of the more recent implementation procedures. The book is planned to cover one- and two-dimensional systems in parallel, showing the techniques which are applicable in both areas, and also the limitations and constraints necessary when a one-dimensional technique is extended to systems of higher dimensionality. The theme of the book commences with several chapters on the design of filter transfer functions to meet given specifications. This is followed by a discussion of methods of implementing these in a practical system and the limitations imposed as a result of noise and finite word length. Finally, a discussion of some applications is included.


Think DSP

Think DSP
Author: Allen B. Downey
Publisher: "O'Reilly Media, Inc."
Total Pages: 172
Release: 2016-07-12
Genre: Technology & Engineering
ISBN: 149193851X

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If you understand basic mathematics and know how to program with Python, you’re ready to dive into signal processing. While most resources start with theory to teach this complex subject, this practical book introduces techniques by showing you how they’re applied in the real world. In the first chapter alone, you’ll be able to decompose a sound into its harmonics, modify the harmonics, and generate new sounds. Author Allen Downey explains techniques such as spectral decomposition, filtering, convolution, and the Fast Fourier Transform. This book also provides exercises and code examples to help you understand the material. You’ll explore: Periodic signals and their spectrums Harmonic structure of simple waveforms Chirps and other sounds whose spectrum changes over time Noise signals and natural sources of noise The autocorrelation function for estimating pitch The discrete cosine transform (DCT) for compression The Fast Fourier Transform for spectral analysis Relating operations in time to filters in the frequency domain Linear time-invariant (LTI) system theory Amplitude modulation (AM) used in radio Other books in this series include Think Stats and Think Bayes, also by Allen Downey.