Title :
Design of efficiently encodable moderate-length high-rate irregular LDPC codes
Author :
Yang, Michael ; Ryan, William E. ; Li, Yan
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Arizona, Tucson, AZ, USA
fDate :
4/1/2004 12:00:00 AM
Abstract :
This paper presents a new class of irregular low-density parity-check (LDPC) codes of moderate length (103≤n≤104) and high rate (R≥3/4). Codes in this class admit low-complexity encoding and have lower error-rate floors than other irregular LDPC code-design approaches. It is also shown that this class of LDPC codes is equivalent to a class of systematic serial turbo codes and is an extension of irregular repeat-accumulate codes. A code design algorithm based on the combination of density evolution and differential evolution optimization with a modified cost function is presented. Moderate-length, high-rate codes with no error-rate floors down to a bit-error rate of 10-9 are presented. Although our focus is on moderate-length, high-rate codes, the proposed coding scheme is applicable to irregular LDPC codes with other lengths and rates.
Keywords :
error statistics; parity check codes; turbo codes; error rate floor; irregular repeat-accumulate codes; low-density parity-check codes; serial turbo codes; Algorithm design and analysis; Bit error rate; Cost function; Decoding; Design optimization; Encoding; Explosions; Helium; Parity check codes; Turbo codes;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2004.826367