Estimation and filtering for digital signals
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Estimation and filtering for digital signals by Mohammad Aamir Husain

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Published .
Written in English


Book details:

Edition Notes

Thesis(M.Phil.) - Loughborough University of Technology.

Statementby M.A. Husain.
ID Numbers
Open LibraryOL13931261M

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Introduction to Digital Signal Processing and Filter Design PDF. Following a step-by-step approach, students and professionals quickly master the fundamental concepts and applications of discrete-time signals and systems as well as the synthesis of these systems to meet specifications in the time and frequency domains. Digital Signal Filtering, Analysis and Restoration The present chapter will show properties of these functions and possibilities for their estimation based on received signals or measured data. The purpose of this section is to outline a generalised version of the theory that we have used so far in this book for the field of signals Cited by: Finally, the book deals with optimal filters, i.e. Wiener and Kalman filtering, and adaptive filters such as the RLS, the LMS and their variants. Reviews "This book provides the reader for the first time with a comprehensive collection of the significant results obtained to date in the field of parametric signal modeling and presents a number. 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.

Digital Signal Processing (see Reserve Book #2) Fourier Transform for Discrete-Time Signals ; Discrete-Time Filters (Mostly FIR - not design, but operation via convolution) Textbook. Fundamentals of Statistical Signal Processing, Volume I: Estimation Theory by Steven Kay (Published by Prentice Hall) Other Books of Interest. A great book to learn about digital signal processing in general ist "Understanding digital signal processing" from "Richard Lyons". Amazon-Link. It's easy to read and requiers no previous knowledge. You'll get comfortable with discrete signals, FFT, filters and so on very fast. All the mathematics that you need is described inside this book. An analog Bessel filter has a nearly linear phase response. This property translates only approximately into to the digital version, however. Bessel filter transfer functions tend to have a very gradual roll-off beyond the cut-off frequency. In this sense, a Bessel filter may be a poor choice for an anti-aliasing filter. Sénécal S, Amblard P and Cavazzana L () Particle filtering equalization method for a satellite communication channel, EURASIP Journal on Advances in Signal Processing, , (), Online publication date: 1-Jan

  This book gives a brief overview of fundamentals of Digital Signal Processing and Stochastic methods, before graduating to the core topics, namely Signal Modeling and Parameter EstimationNon-parametric estimation, Optimal filter design and structurs, RLS, LMS and Adaptive s: 5. "This book presents an introduction to statistical signal processing. It mainly deals with the modelling and spectral estimation of wide sense stationary processes, and their filtering. This book is intended for graduate students, especially for students both in telecommunications and applied statistics.   The second half addresses filtering noisy data to extract a signal, with chapters on nonrecursive (FIR Wiener) estimation, recursive (Kalman) estimation, and optimum estimation of vector signals. The treatment is presented in tutorial form, but readers are assumed to be familiar with basic circuit theory, statistical averages, and elementary Manufacturer: Dover Publications.   Dealing with digital filtering methods for 1-D and 2-D signals, this book provides the theoretical background in signal processing, covering topics such as the z-transform, Shannon sampling theorem and fast Fourier transform. An entire chapter is devoted to the design of time-continuous filters which provides a useful preliminary step for.