Code base for the Belief-Propagation with Quantum Messages (BPQM) Algorithm
MATLAB codes for the 2020 arXiv paper discussing the BPQM algorithm
Paper: https://arxiv.org/abs/2003.04356
Code: https://github.com/nrenga/bpqm
Copyright (C) 2020 Narayanan Rengaswamy
This project is licensed under the terms of the GNU Affero General Public License (AGPL) v3.0. See LICENSE.md for details.
Scripts:
bpqm_5_bit_code_simulate.m: This simulates the BPQM algorithm on the 5-bit code discussed in the paper and reproduces the simulation curves in Fig. 14.
Functions:
cbp.m: This is an implementation of the classical belief-propagation (BP) algorithm, i.e., the sum-product algorithm, for decoding binary linear codes.
kron_multi.m: This is a simple function that helps to construct the Kronecker product of more than 2 matrices at once, which extends the native "kron" function in MATLAB.
Data:
datax_nbar.mat: X-axis information to plot the Yuen-Kennedy-Lax (Limit) for the 5-bit code example.
datay_perr_vs_nbar.mat: Y-axis information that plots the YKL limit using https://arxiv.org/abs/1507.04737.