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Advanced Theory of Signal Detection Taking as its primary concern various problems with signal detection theory, this text presents a generalized observation model for signal detection problems. It includes common special cases and also describes composite signals in addition to the usual known and random signals. Full description
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This book contains a number of problems of signal detection theory. A generalized observation model for signal detection problems is included. The model includes several interesting and common special cases such as those describing additive noise, multiplicative noise, and signal-dependent noise. The model can also describe composite signals in addition to the usual known (deterministic) signals and random (stochastic) signals. Locally optimum (LO) and locally optimum rank (LOR) detectors for known and random signals in the model are discussed, and original results are obtained. Other approaches to detection of signals are also discussed.
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