1. Introduction -- 2. Review of deterministic and random system and signal concepts -- 3. Introduction of signal processing -- 4. Hypothesis testing -- 5. Non-parametric and sequential likelihood ratio detectors -- 6. Detection of dynamic signals in white Gaussian noise -- 7. Detection of signals in colored Gaussian noise -- 8. Estimation -- 9. Applications to detection, parameter estimation, and classification -- [Appendices] -- Index.