Detection and Estimation in Engineering Systems
H. Vincent Poor, An Introduction to Detection and Estimation, 2nd edition, Springer-Verlag, 1994
Communication, detection and estimation as statistical inference problems. Optimal detection in the presence of Gaussian noise. Extraction of signals in noise via MAP and MMSE techniques. Performance evaluation including Chernoff and Cramer-Rao bounds.