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A Deep Learning Based Viterbi Algorithm for Symbol Detection

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ViterbiNet

A deep learning based Viterbi algorithm for symbol detection, based on the paper:

N. Shlezinger, N. Farsad, Y. C. Eldar, and A. J. Goldsmith.

ViterbiNet: A deep learning based Viterbi algorithm for symbol detection”.

arXiv preprint, arXiv:1905.10750, 2019.

Repository content

The implementation of ViterbiNet consists of two functions:

  • GetViterbiNet - generate and train ViterbiNet detector.

  • ApplyViterbiNet - use trained model to detect symbols.

A code example for evaluating ViterbiNet can be found in the script Test_ViterbiNet.m

This code requires Matlab with deep learning toolbox.

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A Deep Learning Based Viterbi Algorithm for Symbol Detection

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