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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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Learning JavaScriptMVC
Learning JavaScriptMVC

Learn to build well-structured JavaScript web applications using JavaScriptMVC

Overview

  • Install JavaScriptMVC in three different ways, including installing using Vagrant and Chef
  • Document your JavaScript codebase and generate searchable API documentation.
  • Test your codebase...
iPhone SDK Programming, A Beginner's Guide
iPhone SDK Programming, A Beginner's Guide
Develop your own iPhone applications

Ideal for non-Mac programmers, this introductory guide shows developers how to create applications for the world's most popular smart phone. You will learn how to use a modified version of the Mac development environment, the Objective-C programming...

Machine Learning for Email: Spam Filtering and Priority Inbox
Machine Learning for Email: Spam Filtering and Priority Inbox
To explain the perspective from which this book was written, it will be helpful to define the terms machine learning and hackers.

What is machine learning? At the highest level of abstraction, we can think of machine learning as a set of tools and methods that attempt to infer patterns and extract
...

Pivotal Certified Spring Enterprise Integration Specialist Exam: A Study Guide
Pivotal Certified Spring Enterprise Integration Specialist Exam: A Study Guide

Exam topics covered include tasks and scheduling, remoting, the Spring Web Services framework, RESTful services with Spring MVC, the Spring JMS module, JMS and JTA transactions with Spring, batch processing with Spring Batch and the Spring Integration framework. Prepare with confidence for the Pivotal Enterprise Integration with...

Real-Time and Embedded Computing Systems and Applications : 9th International Conference, RTCSA 2003
Real-Time and Embedded Computing Systems and Applications : 9th International Conference, RTCSA 2003
This volume contains the 37 papers presented at the 9th International Conference
on Real-Time and Embedded Computing Systems and Applications (RTCSA
2003). RTCSA is an international conference organized for scientists and
researchers from both academia and industry to hold intensive discussions on
advancing technologies topics
...
Nutrition and Cancer Prevention (Nutrition and Disease Prevention)
Nutrition and Cancer Prevention (Nutrition and Disease Prevention)

Epidemiological studies have estimated that approximately 35 percent of cancers are potentially avoidable by nutritional modification. These modifications include strategies such as caloric restriction and limitation of specific macro-nutrient groups. However, recent research indicates that what you eat may well be just as important as what...

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