Analog and Digital Signal Analysis

From Basics to Applications

Nonfiction, Science & Nature, Science, Physics, Acoustics & Sound, Technology, Electronics
Cover of the book Analog and Digital Signal Analysis by Frédéric Cohen Tenoudji, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Frédéric Cohen Tenoudji ISBN: 9783319423821
Publisher: Springer International Publishing Publication: August 26, 2016
Imprint: Springer Language: English
Author: Frédéric Cohen Tenoudji
ISBN: 9783319423821
Publisher: Springer International Publishing
Publication: August 26, 2016
Imprint: Springer
Language: English

This book provides comprehensive, graduate-level treatment of analog and digital signal analysis suitable for course use and self-guided learning. This expert text guides the reader from the basics of signal theory through a range of application tools for use in acoustic analysis, geophysics, and data compression. Each concept is introduced and explained step by step, and the necessary mathematical formulae are integrated in an accessible and intuitive way. The first part of the book explores how analog systems and signals form the basics of signal analysis. This section covers Fourier series and integral transforms of analog signals, Laplace and Hilbert transforms, the main analog filter classes, and signal modulations. Part II covers digital signals, demonstrating their key advantages. It presents z and Fourier transforms, digital filtering, inverse filters, deconvolution, and parametric modeling for deterministic signals. Wavelet decomposition and reconstruction of non-stationary signals are also discussed. The third part of the book is devoted to random signals, including spectral estimation, parametric modeling, and Tikhonov regularization. It covers statistics of one and two random variables and the principles and methods of spectral analysis. Estimation of signal properties is discussed in the context of ergodicity conditions and parameter estimations, including the use of Wiener and Kalman filters. Two appendices cover the basics of integration in the complex plane and linear algebra. A third appendix presents a basic Matlab toolkit for computer signal analysis. This expert text provides both a solid theoretical understanding and tools for real-world applications.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book provides comprehensive, graduate-level treatment of analog and digital signal analysis suitable for course use and self-guided learning. This expert text guides the reader from the basics of signal theory through a range of application tools for use in acoustic analysis, geophysics, and data compression. Each concept is introduced and explained step by step, and the necessary mathematical formulae are integrated in an accessible and intuitive way. The first part of the book explores how analog systems and signals form the basics of signal analysis. This section covers Fourier series and integral transforms of analog signals, Laplace and Hilbert transforms, the main analog filter classes, and signal modulations. Part II covers digital signals, demonstrating their key advantages. It presents z and Fourier transforms, digital filtering, inverse filters, deconvolution, and parametric modeling for deterministic signals. Wavelet decomposition and reconstruction of non-stationary signals are also discussed. The third part of the book is devoted to random signals, including spectral estimation, parametric modeling, and Tikhonov regularization. It covers statistics of one and two random variables and the principles and methods of spectral analysis. Estimation of signal properties is discussed in the context of ergodicity conditions and parameter estimations, including the use of Wiener and Kalman filters. Two appendices cover the basics of integration in the complex plane and linear algebra. A third appendix presents a basic Matlab toolkit for computer signal analysis. This expert text provides both a solid theoretical understanding and tools for real-world applications.

More books from Springer International Publishing

Cover of the book Water Resources in Slovakia: Part I by Frédéric Cohen Tenoudji
Cover of the book Sheikh Mohammad Abdullah’s Reflections on Kashmir by Frédéric Cohen Tenoudji
Cover of the book The Impact of the Economic Crisis on South European Democracies by Frédéric Cohen Tenoudji
Cover of the book The UN at War by Frédéric Cohen Tenoudji
Cover of the book High-Level Models of Unconventional Computations by Frédéric Cohen Tenoudji
Cover of the book Religious Genius by Frédéric Cohen Tenoudji
Cover of the book Information Systems for Crisis Response and Management in Mediterranean Countries by Frédéric Cohen Tenoudji
Cover of the book Non-coding RNAs and Inter-kingdom Communication by Frédéric Cohen Tenoudji
Cover of the book Sustainability, Green IT and Education Strategies in the Twenty-first Century by Frédéric Cohen Tenoudji
Cover of the book Network Embeddedness by Frédéric Cohen Tenoudji
Cover of the book Brain Function and Responsiveness in Disorders of Consciousness by Frédéric Cohen Tenoudji
Cover of the book Logistics Management by Frédéric Cohen Tenoudji
Cover of the book Energy Poverty by Frédéric Cohen Tenoudji
Cover of the book Family, Work and Well-Being by Frédéric Cohen Tenoudji
Cover of the book Advances and Applications of Optimised Algorithms in Image Processing by Frédéric Cohen Tenoudji
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy