Noisy Gradient Descent Bit-Flipping Decoder Based on Adjustment Factor for LDPC Codes
Bin Dai, Rongke Liu, Chenyu Gao, Zhen Xing Mei · IEEE Communications Letters · 2018
As a class of bit-flipping (BF) decoder, the noisy gradient descent bit flipping (NGDBF) algorithm outperforms the original GDBF and other BF algorithms. To increase the reliability of the inversion function, we propose a modified NGDBF algorithm by introducing an adjustment factor on the syndrome. Moreover, for the multi-bit flipping, we present an adaptive inversion threshold which depends on the numbers of negative bipolar syndromes. The simulation results show that our proposed algorithm outperforms the NGDBF algorithm for both single-bit and multi-bit flipping schemes.