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Multirate Statistical Signal Processing

Author : Omid S. Jahromi

Publisher : Springer Science & Business Media

Page : 178 pages

File Size : 22,39 MB

Release : 2007-05-15

Category : Technology & Engineering

ISBN : 1402053177

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Book Description

Multirate Statistical Signal Processing introduces a statistical theory for extracting information from related signals with different sampling rates. This new theory generalizes the conventional deterministic theory of multirate systems beyond many of its constraints. Further, it allows for the formulation and solution of new problems: spectrum estimation, time-delay estimation and sensor fusion in the realm of multirate signal processing. This self-contained book presents background material, potential applications and leading-edge research.



Multirate Statistical Signal Processing

Author : Omid S. Jahromi

Publisher : Springer Science & Business Media

Page : 192 pages

File Size : 50,8 MB

Release : 2007-03-16

Category : Language Arts & Disciplines

ISBN :

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Book Description

Multirate Statistical Signal Processing introduces a statistical theory for extracting information from related signals with different sampling rates. This new theory generalizes the conventional deterministic theory of multirate systems beyond many of its constraints. Further, it allows for the formulation and solution of new problems: spectrum estimation, time-delay estimation and sensor fusion in the realm of multirate signal processing. This self-contained book presents background material, potential applications and leading-edge research.



Digital Signal Processing and Statistical Classification

Author : George J. Miao

Publisher : Artech House

Page : 522 pages

File Size : 42,89 MB

Release : 2002

Category : Mathematics

ISBN : 9781580531351

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Book Description

This is the first book to introduce and integrate advanced digital signal processing (DSP) and classification together, and the only volume to introduce state-of-the-art transforms including DFT, FFT, DCT, DHT, PCT, CDT, and ODT together for DSP and communication applications. You get step-by-step guidance in discrete-time domain signal processing and frequency domain signal analysis; digital filter design and adaptive filtering; multirate digital processing; and statistical signal classification. It also helps you overcome problems associated with multirate A/D and D/A converters.



Algorithms for Statistical Signal Processing

Author : John G. Proakis

Publisher :

Page : 584 pages

File Size : 38,35 MB

Release : 2002

Category : Computers

ISBN :

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Book Description

Keeping pace with the expanding, ever more complex applications of DSP, this authoritative presentation of computational algorithms for statistical signal processing focuses on "advanced topics" ignored by other books on the subject. Algorithms for Convolution and DFT. Linear Prediction and Optimum Linear Filters. Least-Squares Methods for System Modeling and Filter Design. Adaptive Filters. Recursive Least-Squares Algorithms for Array Signal Processing. QRD-Based Fast Adaptive Filter Algorithms. Power Spectrum Estimation. Signal Analysis with Higher-Order Spectra. For Electrical Engineers, Computer Engineers, Computer Scientists, and Applied Mathematicians.



Fundamentals of Statistical Signal Processing

Author : Steven M. Kay

Publisher : Pearson Education

Page : 496 pages

File Size : 22,51 MB

Release : 2013

Category : Technology & Engineering

ISBN : 013280803X

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Book Description

"For those involved in the design and implementation of signal processing algorithms, this book strikes a balance between highly theoretical expositions and the more practical treatments, covering only those approaches necessary for obtaining an optimal estimator and analyzing its performance. Author Steven M. Kay discusses classical estimation followed by Bayesian estimation, and illustrates the theory with numerous pedagogical and real-world examples."--Cover, volume 1.



Statistical Digital Signal Processing and Modeling

Author : Monson H. Hayes

Publisher : John Wiley & Sons

Page : 629 pages

File Size : 19,71 MB

Release : 1996-04-19

Category : Technology & Engineering

ISBN : 0471594318

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Book Description

The main thrust is to provide students with a solid understanding of a number of important and related advanced topics in digital signal processing such as Wiener filters, power spectrum estimation, signal modeling and adaptive filtering. Scores of worked examples illustrate fine points, compare techniques and algorithms and facilitate comprehension of fundamental concepts. Also features an abundance of interesting and challenging problems at the end of every chapter.



An Introduction to Statistical Signal Processing

Author : Robert M. Gray

Publisher : Cambridge University Press

Page : 479 pages

File Size : 10,60 MB

Release : 2004-12-02

Category : Technology & Engineering

ISBN : 1139456288

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Book Description

This book describes the essential tools and techniques of statistical signal processing. At every stage theoretical ideas are linked to specific applications in communications and signal processing using a range of carefully chosen examples. The book begins with a development of basic probability, random objects, expectation, and second order moment theory followed by a wide variety of examples of the most popular random process models and their basic uses and properties. Specific applications to the analysis of random signals and systems for communicating, estimating, detecting, modulating, and other processing of signals are interspersed throughout the book. Hundreds of homework problems are included and the book is ideal for graduate students of electrical engineering and applied mathematics. It is also a useful reference for researchers in signal processing and communications.







Signal Processing for Communications

Author : Paolo Prandoni

Publisher : Collection Savoir suisse

Page : 392 pages

File Size : 33,43 MB

Release : 2008-06-17

Category : Signal processing

ISBN : 2940222207

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Book Description

With a novel, less classical approach to the subject, the authors have written a book with the conviction that signal processing should be taught to be fun. The treatment is therefore less focused on the mathematics and more on the conceptual aspects, the idea being to allow the readers to think about the subject at a higher conceptual level, thus building the foundations for more advanced topics. The book remains an engineering text, with the goal of helping students solve real-world problems. In this vein, the last chapter pulls together the individual topics as discussed throughout the book into an in-depth look at the development of an end-to-end communication system, namely, a modem for communicating digital information over an analog channel.