Principles of Signal Detection and Parameter Estimation - Levy, Bernard C.; SpringerLink (Online service) (New York, NY : Springer US : Imprint: Springer, 2008)
I Foundations -- Binary and Mary Hypothesis Testing -- Tests with Repeated Observations -- Parameter Estimation Theory -- Composite Hypothesis Testing -- Robust Detection -- II Gaussian Detection -- Karhunen Loeve Expansion of Gaussian Processes -- Detection of Known Signals in Gaussian Noise -- Detection of Signals with Unknown Parameters -- Detection of Gaussian Signals in WGN -- EM Estimation and Detection of Gaussian Signals with unknown parameters -- III Markov Chain Detection -- Detection of Markov Chains with Known Parameters -- Detection of Markov Chains with Unknown Parameters.
Keywords: Electrical engineering; Signal processing; Image processing; Speech processing systems; Information theory; Statistics .; Communications Engineering, Networks; Signal, Image and Speech Processing; Information and Communication, Circuits; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences