Neural network – based digital receiver for radio communicationsNeural network – based digital receiver for radio communications Peer-Reviewed Journal Publication Δημοσίευση σε Περιοδικό με Κριτές 2015-10-292004enThis paper proposes a novel digital receiver, based on a multilayer perceptron neural network architecture, which works in a radio communications environment. Training is carried out by the variable learning rate back-propagation algorithm with momentum in a supervised manner and a batch training mode. We present computer simulation results comparing the performance of this receiver against the classical correlation receiver, for various modulation methods. The results show that the neural network – based receiver achieves better performance in terms of bit error rate for various o b N / E values, especially in the case of a Rayleigh multipath channel.http://creativecommons.org/licenses/by/4.0/WSEAS Transactions on Systems1033308-3313J10_2004-12_Liodakis-WSEAS_NN (1).pdfChania [Greece]Library of TUC2015-10-29application/pdf418.6 kBfree Liodakis Georgios Λιοδακης Γεωργιος Ioannis Vardiambasis Arvanítīs, Dīmī́trīs Th., 1948- Electronic media New media (Digital media) digital media electronic media new media digital media