DocumentCode :
295219
Title :
On the probability of detection of a transient signal
Author :
Han, Chunming ; Willett, Peter ; Abraham, Douglas
Author_Institution :
Dept. of Electr. Eng., Connecticut Univ., Storrs, CT, USA
Volume :
3
fYear :
1995
fDate :
9-12 May 1995
Firstpage :
2000
Abstract :
The performance of Page´s (1954) test for the detection of a permanent change in distribution is reasonably well understood. However, there are few parallel results on its application to the detection of a temporary (i.e., transient) change, and this is the paper´s subject. Specifically, a lower bound on detectability is developed using a quantization approach; and a pair of approximations are presented, one based on a Brownian motion analogy, which yields an upper bound in the Gaussian case, and the other again on quantisation. The correspondence between these and simulation appears good in both Gaussian and non-Gaussian cases with heavier tail probability
Keywords :
Brownian motion; Gaussian distribution; Gaussian processes; approximation theory; quantisation (signal); signal detection; transients; Brownian motion analogy; Gaussian probability; Page´s test; approximations; detection probability; lower bound; nonGaussian probability; quantization; simulation; tail probability; transient signal detection; upper bound; Equations; Motion detection; Quantization; Signal detection; Storms; Tail; Technological innovation; Testing; Upper bound; Zinc;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Conference_Location :
Detroit, MI
ISSN :
1520-6149
Print_ISBN :
0-7803-2431-5
Type :
conf
DOI :
10.1109/ICASSP.1995.480667
Filename :
480667
Link To Document :
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