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Convex Optimization for Signal Processing and Communications : From Fundamentals to Applications
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Over the last two decades, convex (cvx) optimization has been extensively applied to various problems in wireless communications and signal processing. With the powerful CVX optimization theory and tools, one is in fact equipped with a new degree of freedom of the capability to solve challenging optimization problems. This book provides an introduction to convex optimization from fundamentals to applications, meanwhile with a balance and a strong link between mathematical theory and applications. It is suitable for undergraduate (senior) and the first-year graduate course "Convex Optimization" or "Nonlinear Optimization" for engineering students.