Title :
A Neural Network Convolutional Decoder (NNCD) - Towards software defined radio
Author_Institution :
Samsung Electron. (UK) Ltd., Staines, UK
Abstract :
This paper outlines the concepts of a Neural Network Convolutional Decoder (NNCD), having the ability to implement multiple decoding functions/arrangements without the need to change the Decoder architecture itself or to re-write software code. In application to a Software Radio environment, the technique would not require that large amounts of executable code be downloaded over-the-air, simply that the Neural Network Weights are. This would result in a saving on bandwidth requirements and on the time needed to download new functionality (thus ultimately resulting in a cost saving).
Keywords :
bandwidth allocation; convolutional codes; decoding; neural chips; software radio; bandwidth requirement; decoder architecture; decoding arrangement; decoding function; neural network convolutional decoder; neural network weights; software code; software defined radio;
Conference_Titel :
DSP enabled Radio, 2003 IEE Colloquium on
Conference_Location :
Scotland
DOI :
10.1049/ic.2003.0328