This is probably the best book on Spectral Analysis. A undergrad
level probability / statistics is all that is required for reading
through the book. The book develops the fundamentals of Spectral
Analysis clearly and thoroughly and takes the reader through the
various methods of spectral estimation. Parametric and
Non-parametric methods are discussed and there are a variety of
simulations that the reader can do in Matlab. The Matlab code is
also provided in the website for the book. After going through the
book, the reader would have enough knowledge in the field of
spectral analysis to make her prepared for advanced reading /
research in the subject. Also note that the book does not require
any in-depth knowledge of Digital Signal Processing so it can be
read by people in other areas who might need a knowledge of
spectral analysis.
Stoica P., Moses R. Introduction to spectral analysis
- формат djvu
- размер 2.1 МБ
- добавлен 03 марта 2011 г.
Смотрите также
Agaian S., Astola J., Egiazarian K. Binary Polynomial Transforms and Nonlinear Digital Filters
- формат djvu
- размер 2.72 МБ
- добавлен 11 августа 2011 г.
Издательство Marcel Dekker, 1995, -329 pp. Virtually all physical systems are nonlinear. It is often possible to approximate them by linear models and so utilize the rich theory of linear systems in analyzing and predicting the behaviour of a physical system. When a good enough linear approximation does not exist, and one is forced to use nonlinear models, the analysis becomes much more demanding. It is well known that there are no general appro...
Allen R.L., Mills D.W. Signal analysis (Time, frequency, scale, and structure)
- формат pdf
- размер 3.5 МБ
- добавлен 02 декабря 2009 г.
This text provides a complete introduction to signal analysis. Inclusion of fundamental ideas—analog and discrete signals, linear systems, Fourier transforms, and sampling theory—makes it suitable for introductory courses, self-study, and refreshers in the discipline. But along with these basics, Signal Analysis: Time, Frequency, Scale, and Structure gives a running tutorial on functional analysis—the mathematical concepts that generalize linear...
Bellanger M.G. Adaptive Digital Filters
- формат pdf
- размер 2.75 МБ
- добавлен 11 августа 2011 г.
Издательство Marcel Dekker, 2001, -450 pp. The main idea behind this book, and the incentive for writing it, is that strong connections exist between adaptive filtering and signal analysis, to the extent that it is not realistic—at least from an engineering point of view—to separate them. In order to understand adaptive filters well enough to design them properly and apply them successfully, a certain amount of knowledge of the analysis of the s...
Kuo S.M., Lee B.H. Real Time Digital Signal Processing
- формат pdf
- размер 5.11 МБ
- добавлен 05 августа 2011 г.
Издательство John Wiley, 2001,- 503 pp. Обработка сигналов на DSP чипах в реальном времени. Много примеров кода (зип на первой странице). Introduction to Real-Time Digital Signal Processing. Introduction to TMS320C55x Digital Signal Processor. DSP Fundamentals and Implementation Considerations. Frequency Analysis. Design and Implementation of FIR Filters. Design and Implementation of IIR Filters. Fast Fourier Transform and its Applications. Ada...
Malvar H.S. Signal Processing with Lapped Transforms
- формат pdf
- размер 44.16 МБ
- добавлен 03 августа 2011 г.
Издательство Artech House, 1992, -363 pp. The purpose of this book is to present to the reader a complete reference on the theory and applications of a new family of transforms, called lapped transforms (LTs). These transforms can be used in many applications, such as filtering, coding, spectral estimation, and any others where a traditional block transform is employed, such as the discrete Fourier transform (DFT) or the discrete cosine transfor...
Stankovic R.S., Moraga C., Astola J.T. Fourier Analysis on Finite Groups with Applications in Signal Processing and System Design
- формат pdf
- размер 3.8 МБ
- добавлен 06 января 2012 г.
Издательство John Wiley, 2005, -263 pp. We believe that the group-theoretic approach to spectral techniques and, in particular, Fourier analysis, has many advantages, for instance, the possibility for a unified treatment of various seemingly unrelated classes of signals. This approach allows to extend the powerful methods of classical Fourier analysis to signals that are defined on very different algebraic structures that reflect the properties...
Stranneby В. Digital Signal Processing: DSP & Applications
- формат pdf
- размер 8.5 МБ
- добавлен 06 августа 2011 г.
Издательство Newnes, 2001, -239 pp. This book is not a basic digital signal processing textbook. Even though the first chapter contains a brief summary of basic digital signal processing theory, it is assumed you have good knowledge of sampling, difference equations, z-transforms, FIR and IIR filters, FFT etc. The main idea of this book is to combine the topics of signal processing theory and implementing DSP algorithms in practice/ The goal is...
Vaseghi S.V. Advanced Digital Signal Processing and Noise Reduction
- формат pdf
- размер 4.16 МБ
- добавлен 17 декабря 2011 г.
2nd Edition. John Wiley and Sons, Ltd, 2000, - 473 pages. Introduction. Noise and Distortion. Probability Models. Bayesian Estimation. Hidden Markov Models. Wiener Filters Adaptive Filters. Linear Prediction Models. Power Spectrum and Correlation. Interpolation. Spectral Subtraction. Impulsive Noise. Transient Noise Pulses. Echo Cancellation. Channel Equalisation and Blind Deconvolution.
Vaseghi S.V. Advanced Digital Signal Processing and Noise Reduction. 3rd Edition
- формат pdf
- размер 8.6 МБ
- добавлен 11 декабря 2010 г.
John Wiley and Sons, Ltd, 2006. Introduction. Noise and Distortion. Probability and Information Models. Bayesian Inference. Hidden Markov Models. Least Square Error Filters. Adaptive Filters. Linear Prediction Models. Power Spectrum and Correlation. Interpolation. Spectral Amplitude Estimation. Impulsive Noise. Transient Noise Pulses. Echo Cancellation. Channel Equalisation and Blind Deconvolution. Speech Enhancement in Noise. Noise in Wireless C...
Walnut D.F. An Introduction to Wavelet Analysis
- формат djvu
- размер 5.93 МБ
- добавлен 20 января 2011 г.
Birkhauser Boston, 2004. - 472 pages. "An Introduction to Wavelet Analysis" provides a comprehensive presentation of the conceptual basis of wavelet analysis, including the construction and application of wavelet bases. The book develops the basic theory of wavelet bases and transforms without assuming any knowledge of Lebesgue integration or the theory of abstract Hilbert spaces. The book elucidates the central ideas of wavelet theory by offer...