Chapter 1    Introduction

The present textbook describes mathematical concepts and results that are of importance in the design, analysis, and optimization of signal processing algorithms, modern communication systems, and networks. This textbook is intended to offer a comprehensive overview of all the necessary concepts and results from linear algebra, numerical analysis, statistics, probability, stochastic processes, and optimization in order to give students and specialists easy access to the state-of-the-art literature and mastering of the key techniques and results in the above-mentioned areas.

This textbook consists of 20 chapters ordered in such a manner that all the necessary background and prerequisite information is presented before ...

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