Title :
Error floor investigation and girth optimization for certain types of low-density parity check codes
Author :
Sun, Lingyan ; Song, Hongwei ; Kumar, B. V K Vijaya
Author_Institution :
Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
Low-density parity check (LDPC) codes with their near-Shannon capacity limit error correcting performance and iterative decoding algorithm are being evaluated for digital communications applications. For LDPC codes to be used in real systems, their error floors need to be investigated. In this paper, we evaluate the performance of disjoint difference set (DDS)-based LDPC codes (with column weights 3, 4, 5) and array code-based LDPC codes (with column weights 3, 4, 5) in the additive white Gaussian noise (AWGN) channel using a high-speed field programmable gate array (FPGA) simulation platform. The error floor regions (bit error rates down to 10-12) of those codes are presented. For better performance of array codes, a girth optimization method is proposed and the FPGA evaluation results are presented.
Keywords :
AWGN channels; digital communication; error correction codes; error statistics; field programmable gate arrays; iterative decoding; optimisation; parity check codes; simulation; AWGN channel; DDS-based codes; LDPC codes; additive white Gaussian noise; array code; bit error rates; digital communications; disjoint difference set-based codes; error correcting performance; error floor investigation; field programmable gate array; girth optimization; high-speed FPGA simulation platform; iterative decoding algorithm; low-density parity check codes; near-Shannon capacity limit; AWGN; Additive white noise; Bit error rate; Digital communication; Error correction codes; Field programmable gate arrays; Iterative algorithms; Iterative decoding; Optimization methods; Parity check codes;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1415906