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On adaptive nonparametric detection systems using dependent samples

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2 Author(s)

A procedure is obtained for modifying given sampled-data parametric detectors to make them asymptotically nonparametric. Unlike standard nonparametric devices, these detectors do not require the assumption of independent samples but only a knowledge of the input spectral shapes. As examples of this technique, two types of conventional array detectors are modified to produce nonparametric systems.

Published in:

IEEE Transactions on Information Theory  (Volume:11 ,  Issue: 4 )