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Complex Valued Nonlinear Adaptive Filters: Noncircularity, Widely Linear and Neural Models

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This book was written in response to the growing demand for a text that provides a unified treatment of linear and nonlinear complex valued adaptive filters, and methods for the processing of general complex signals (circular and noncircular). It brings together adaptive filtering algorithms for feedforward (transversal) and feedback architectures and the recent developments in the statistics of complex variable, under the powerful frameworks of CR (Wirtinger) calculus and augmented complex statistics. This offers a number of theoretical performance gains, which is illustrated on both stochastic gradient algorithms, such as the augmented complex least mean square (ACLMS), and those based on Kalman filters. This work is supported by a number of simulations using synthetic and real world data, including the noncircular and intermittent radar and wind signals.

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The Vietnam War: The Definitive Illustrated History
The Vietnam War: The Definitive Illustrated History

Created in association with the Smithsonian Institution, this authoritative guide chronicles America's fight against Communism in southeast Asia during the 1960s and 1970s, and comprehensively explores the people, politics, events, and lasting effects of the Vietnam War.

Honoring those who served in the war at home or abroad,...

Bioinformatics and Computational Biology Solutions Using R and Bioconductor (Statistics for Biology and Health)
Bioinformatics and Computational Biology Solutions Using R and Bioconductor (Statistics for Biology and Health)

Full four-color book.

Some of the editors created the Bioconductor project and Robert Gentleman is one of the two originators of R.

All methods are illustrated with publicly available data, and a major section of the book is devoted to fully worked case studies.

Code underlying all of the computations that are...

Data Structures & Algorithm Analysis in C++
Data Structures & Algorithm Analysis in C++

Data Structures and Algorithm Analysis in C++ is an advanced algorithms book that bridges the gap between traditional CS2 and Algorithms Analysis courses.

As the speed and power of computers increases, so does the need for effective programming and algorithm analysis. By approaching these skills in tandem, Mark Allen...


Excel Formulas and Functions For Dummies
Excel Formulas and Functions For Dummies

Put the power of Excel formulas and functions to work for you!

Excel is a complex program. Mastering the use of formulas and functions lets you use Excel to compute useful day-to-day information, such as calculating the true cost of credit card purchases or comparing 15-year and 30-year mortgage costs. This fun and friendly...

Starting Out with Java: From Control Structures through Objects (5th Edition)
Starting Out with Java: From Control Structures through Objects (5th Edition)

NOTE: You are purchasing a standalone product; MyProgrammingLab does not come packaged with this content. If you would like to purchase both the physical text and MyProgrammingLab search for ISBN-10: 0132989999/ISBN-13: 9780132989992. That package includes ISBN-10: 0132855836/ISBN-13: 9780132855839 and...

Data Mining and Business Analytics with R
Data Mining and Business Analytics with R

Collecting, analyzing, and extracting valuable information froma large amount of data requires easily accessible, robust,computational and analytical tools. Data Mining and BusinessAnalytics with R utilizes the open source software R for theanalysis, exploration, and simplification of large high-dimensionaldata sets. As a result, readers are...

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