Evolutionary synthesis of a modem for band-limited...

H - Electricity – 04 – L

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H04L 1/00 (2006.01) H04L 25/03 (2006.01)

Patent

CA 2606606

A method of selecting optimized encoding symbols and decoding parameters for a communications neural network using a genetic algorithm. A population of individuals representing the symbols and parameters of the communications neural network is evolved through successive generations to create increasingly effective neural network characteristics. In one embodiment, the final optimized neural network is implemented on a band-limited non-linear channel of a communication network.

L'invention concerne un procédé pour sélectionner des symboles de codage et des paramètres de décodage optimisés pour un réseau neuronal de communication au moyen d'un algorithme génétique. Une population d'individus représentant les symboles et paramètres du réseau neuronal de communication est créée par l'intermédiaire de générations successives de façon à créer des caractéristiques de réseau neuronal de plus en plus efficaces. Dans un mode de réalisation, le réseau neuronal optimisé final est mis en oeuvre sur un canal non linéaire à bande passante limitée d'un réseau de communication.

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