Title :
Turbo Adaptive Threshold Bit Flipping For LDPC Decoding
Author :
Ismail, Mohamed ; Coon, Justin ; Ahmed, Imran ; Armour, Simon ; McGeehan, Joseph
Author_Institution :
Toshiba Telecommunications Research Laboratory, Bristol, UK
Abstract :
In this paper, we present a novel bit flipping algorithm for high-throughput decoding of LDPC codes. The algorithm exploits the turbo principle to reduce the average number of iterations and employs a bit-local thresholding operation to remove the need for a block-wise minimum operation — which is common to many conventional bit flipping decoders — that hinders decoder throughput. Through simulations the proposed decoder is shown to achieve comparable bit-error rate performance to state-of-the-art techniques while requiring approximately half the number of iterations on average thus facilitating high-throughput decoding.
Keywords :
Algorithm design and analysis; Approximation algorithms; Bit error rate; Decoding; Iterative decoding; Linear programming; LDPC; bit flipping; decoder; high throughput;
Journal_Title :
Wireless Communications Letters, IEEE
DOI :
10.1109/WCL.2012.120312.120560