Title :
Stable adaptive nonstationary signal detection based on the robuston scheme
Author :
Jachan, Michael ; Hlawatsch, Franz ; Matz, Gerald
Author_Institution :
Inst. of Commun. & Radio-Frequency Eng., Vienna Univ. of Technol., Austria
fDate :
28 Sept.-1 Oct. 2003
Abstract :
The robuston scheme is a novel reduced-detail paradigm for nonstationary signal modeling/processing with enhanced statistical stability. Here, we apply the robuston scheme to the problem of detecting a nonstationary random signal in white Gaussian noise. We propose two different "robuston detectors" along with signal-adaptive online implementations that perform online estimation of the signal statistics from a single observation. The performance of adaptive robuston detectors is assessed through numerical simulations.
Keywords :
Gaussian noise; adaptive signal detection; stability; statistical analysis; white noise; nonstationary random signal; nonstationary signal modelling; nonstationary signal processing; online estimation; robuston detectors; robuston scheme; signal-adaptive online implementation; white Gaussian noise; Detectors; Electronic mail; Frequency estimation; Gaussian noise; Noise robustness; Nonlinear filters; Radio frequency; Signal detection; Signal processing algorithms; Statistics;
Conference_Titel :
Statistical Signal Processing, 2003 IEEE Workshop on
Print_ISBN :
0-7803-7997-7
DOI :
10.1109/SSP.2003.1289560
