1. Preliminaries.- 2. Locally Optimum Detection of Known Signals.- 3. Locally Optimum Detection of Random Signals.- 4. Locally Optimum Detection of Composite Signals.- 5. Known Signal Detection with Signs and Ranks.- 6. Random Signal Detection with Signs and Ranks.- 7. Signal Detection in Weakly-Dependent Noise.- 8. Signal Detection with Fuzzy Observations.

This monograph contains a number of problems with signal detection theory, presenting a generalized observation model for signal detection problems. The model includes several interesting and common special cases, such as those describing additive noise, multiplicative noise and signal-dependent noise.