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Asymptotic performance of a distributed detection system in correlated Gaussian noise

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2 Author(s)
Aalo, V. ; Dept. of Electr. Eng., Southern Illinois Univ., Carbondale, IL, USA ; Viswanathan, R.

The authors consider the detection of a constant signal in noise with a large set of geographically dispersed sensors. The noise at the sensors is correlated Gaussian. Two correlation models are considered: one where the correlation coefficient between any two sensors decreases geometrically as the sensor separation increases, and one in which the correlation coefficient between any two sensors is a constant. For both correlation models, the asymptotic (as the number of sensors becomes large) performances of a distributed detection system and a central system are examined

Published in:

Signal Processing, IEEE Transactions on  (Volume:40 ,  Issue: 1 )

Date of Publication:

Jan 1992

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