Title :
Locally optimum detection of signals in a generalized observation model: the known signal case
Author :
Song, Iickho ; Kassam, Saleem A.
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
fDate :
5/1/1990 12:00:00 AM
Abstract :
A generalized observation model for signal detection problems is proposed. The model allows consideration of several interesting special cases including additive noise, multiplicative noise, and signal-dependent noise, and includes both deterministic and random signals. Locally optimum (LO) detectors are interesting generalizations of those for the additive noise model. Under the proposed observation model the performance of the LO detectors is compared with that of other common detectors
Keywords :
random noise; signal detection; additive noise; deterministic signals; generalized observation model; known signal case; locally optimum detectors; multiplicative noise; random signals; signal detection; signal-dependent noise; Additive noise; Computer aided software engineering; Correlators; Detectors; Noise generators; Signal detection; Signal processing; Statistical analysis; Testing; Working environment noise;
Journal_Title :
Information Theory, IEEE Transactions on
