{PDF} Statistical signal processing: detection, estimation, and time series analysis Louis Scharf

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This book is very comprehensive, covering all essential topics in signal detection, all down to the bottom. However, it requires a very high level of mathematical maturity and understanding as all derivations are pretty jumpy with slight notational abuses.

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