This core IEEE Press Classic Reissue is the only book devoted solely to nonparametric detection - the key to maintaining good performance over a wide range of conditions. Throughout, the authors employ the Neyman-Pearson approach, well-known as the ideal for detection in communications, radar, sonar, acoustics, and geophysics.