/bats-rl

Enhancing the Decoding Rates of BATS Codes by Learning with Guided Information

Primary LanguagePython

Enhancing the Decoding Rates of BATS Codes by Learning with Guided Information

This repo is for the paper [1] accepted by ISIT2022. Please refer to the accompanying paper [1] for detailed descriptions.

Requirement

  • python >= 3.7
  • galois ~= 0.0.21
  • torch ~= 1.10.0
  • GPU support optional

Quick Start

python train.py --n_pkt 64 --n_batch 10 --batch_size 8 --num_hops 10 --loss_rate 0.1

trained weights available upon request. contact: Jack Qing (jqing@ie.cuhk.edu.hk)

Reference

[1] J. Qing, H. H. F. Yin, and R. W. Yeung, “Enhancing the Decoding Rates of BATS Codes by Learning with Guided Information” in Proc. ISIT’22, Espoo, Finland, Jun. 2022.