Title :
Some results on distributed nonparametric detection
Author :
Han, Jun ; Varshney, P.K. ; Vannicola, V.C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Syracuse Univ., NY, USA
Abstract :
The application of nonparametric techniques in distributed detection systems is investigated. Sign detectors and dead-zone limiter detectors are considered. Generalized Gaussian distribution is used as the input statistics, which is a general class of symmetric unimodal univariate probability density functions. Performance comparisons between nonparametric distributed detectors and some parametric distributed detectors are given
Keywords :
identification; probability; dead-zone limiter detectors; distributed nonparametric detection; sign detectors generalized Gaussian distribution; symmetric unimodal univariate probability density functions; Density functional theory; Detectors; Distributed computing; Estimation theory; Gaussian distribution; Military computing; Parametric statistics; Performance loss; Probability density function; Statistical distributions;
Conference_Titel :
Decision and Control, 1990., Proceedings of the 29th IEEE Conference on
Conference_Location :
Honolulu, HI
DOI :
10.1109/CDC.1990.203266
