Title :
Rank-based detection of random signals in a weakly dependent noise model
Author :
Kim, Kwang Soon ; Jung, Hye Jung ; Kim, Sun Yong ; Song, Iickho ; Lee, Jung Hoon
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
fDate :
6/21/1905 12:00:00 AM
Abstract :
We consider nonparametric signal detection problems under the presence of additive noise exhibiting weak dependence. We derive the test statistic of the locally optimum rank detector under a weakly dependent noise model for random signals. The performance characteristics of the locally optimum rank detector are analyzed in terms of asymptotic relative efficiency
Keywords :
noise; optimisation; random processes; signal detection; additive noise; asymptotic relative efficiency; locally optimum rank detector; nonparametric signal detection; performance characteristics; random signals; rank-based detection; test statistic; weakly dependent noise model; Additive noise; Arithmetic; Detectors; Random processes; Random variables; Signal detection; Statistical analysis; Statistical distributions; Sun; Testing;
Conference_Titel :
Military Communications Conference Proceedings, 1999. MILCOM 1999. IEEE
Conference_Location :
Atlantic City, NJ
Print_ISBN :
0-7803-5538-5
DOI :
10.1109/MILCOM.1999.822676
