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This book presents the foundational mathematical tools and techniques for statistical signal processing. It starts from basic probability theory, introduces random variables, vectors, and processes, and develops first- and second-order moment theory.
It covers a broad “menagerie of processes,” offering many examples and applications in communications, estimation, detection, and modulation — linking theory closely to practice.
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Publisher: Cambridge University Press
Publishing Year: 2004
ISBN: 9780521838603
Pages: 478