This course introduces the basic theory of signal detection and estimation. Signal detection and estimation roughly deals with extraction of information from signals. Since the signals are noisy or corrupted in some unknown manner, detection and estimation is cast in a probabilistic framework. In this sense, estimation and detection falls within the realm of statistical inference.