Learning to Decode Trellis Coded Modulation
2021 National Conference on Communications (NCC)(2021)
摘要
Trellis coded modulation (TCM) is a technique combining modulation with coding using trellises designed with heuristic techniques that maximize the minimum Euclidean distance of a codebook. We propose a neural networks based decoder for decoding TCM. We show experiments with our decoder that suggest the use of Convolutional Neural Network (CNN) with Recurrent Neural Network (RNN) can improve decod...
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关键词
Convolutional codes,Training,Recurrent neural networks,Modulation,Euclidean distance,Encoding,Decoding
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