Modulation recognition using artificial neural networks

Asoke K. Nandi

doi:10.1016/S0165-1684(96)00165-X

1997-01-01

134

PRE

Asoke K. Nandi

DOI：10.1016/S0165-1684(96)00165-X

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摘要

En 中文

This paper presents artificial neural networks (ANNs) for the recognition of either analogue or digital modulation types. Computer simulations of different types of band-limited, modulated signals corrupted by band-limited Gaussian noise sequence have been carried out to measure the performance of the ANN approach. The threshold SNR for the recognition of either analogue or digitally modulated signals with average success rate greater than or equal to 98% is found to be about 10 dB. Comparisons of results from the ANN approaches and the decision-tree methods are presented. (C) 1997 Elsevier Science B.V.

Keyword:

artificial neural networks

analogue modulation recognition

digital modulation recognition

signal classification

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Signal Processing

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3.6

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9.9K

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