Paper Info
Title
On the use of a general amplitude PDF in coherent detectors of signals in spherically invariant interference
Abstract
The aspects of using a general amplitude probability density function in coherent detectors are investigated. For this purpose, the generalised Bessel function K (GBK) distribution is used. The performance of the optimal detector of signals embedded in GBK-distributed interference is compared to the one of the uniformly most powerful invariant detectors using extensive Monte Carlo simulations. The results indicate that for a small number of integrated pulses the optimal detector outperforms the uniformly most powerful invariant detector by up to 18 dB. It is shown, that this improvement does not vary significantly with changes in the parameters that control the spherical invariance of the GBK distribution
Year
DOI
Venue
1998
10.1109/ICASSP.1998.681570
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference
Keywords
Field
DocType
Bessel functions,interference (signal),signal detection,statistical analysis,18 dB,GBK distribution,Monte Carlo simulations,coherent detectors,general amplitude PDF,generalised Bessel function K distribution,integrated pulses,optimal detector,probability density function,spherical invariance,spherically invariant interference
Interference (wave propagation),Artificial intelligence,Amplitude,Detector,Bessel function,Monte Carlo method,Computational physics,Pattern recognition,Invariant (physics),Invariant (mathematics),Statistics,Probability density function,Mathematics
Conference
Volume
ISSN
ISBN
4
1520-6149
0-7803-4428-6
Citations 
PageRank 
References 
3
0.62
3
Authors
1
Name
Order
Citations
PageRank
D. Robert Iskander1293.98