Fundamentals of Statistical Signal Processing: Detection Theory, Volume 2 (Prentice-hall Signal Processing Series) by Steven Kay

The most comprehensive overview of signal detection available.

This is a thorough, up-to-date introduction to optimizing detection algorithms for implementation on digital computers. It focuses extensively on real-world signal processing applications, including state-of-the-art speech and communications technology as well as traditional sonar/radar systems.