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Read e-book online Analog and Digital Signal Analysis: From Basics to PDF

By Frédéric Cohen Tenoudji

ISBN-10: 3319423800

ISBN-13: 9783319423807

This e-book presents accomplished, graduate-level remedy of analog and electronic sign research compatible for direction use and self-guided studying. This specialist textual content courses the reader from the fundamentals of sign idea via a variety of program instruments to be used in acoustic research, geophysics, and information compression. every one notion is brought and defined step-by-step, and the mandatory mathematical formulae are built-in in an obtainable and intuitive manner. the 1st a part of the e-book explores how analog structures and indications shape the fundamentals of sign research. This part covers Fourier sequence and critical transforms of analog signs, Laplace and Hilbert transforms, the most analog clear out sessions, and sign modulations. half II covers electronic indications, demonstrating their key merits. It provides z and Fourier transforms, electronic filtering, inverse filters, deconvolution, and parametric modeling for deterministic indications. Wavelet decomposition and reconstruction of non-stationary indications also are mentioned. The 3rd a part of the e-book is dedicated to random signs, together with spectral estimation, parametric modeling, and Tikhonov regularization. It covers statistics of 1 and random variables and the foundations and techniques of spectral research. Estimation of sign homes is mentioned within the context of ergodicity stipulations and parameter estimations, together with using Wiener and Kalman filters. appendices disguise the fundamentals of integration within the complicated aircraft and linear algebra. a 3rd appendix offers a easy Matlab toolkit for machine sign research. This professional textual content offers either a superior theoretical figuring out and instruments for real-world applications.

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Analog and Digital Signal Analysis: From Basics to Applications (Modern Acoustics and Signal Processing) by Frédéric Cohen Tenoudji

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