Performance and Complexity of 32 k-bit Binary LDPC Codes for Magnetic Recording Channels

被引:17
作者
Jeon, Seungjune [1 ]
Kumar, B. V. K. Vijaya [1 ]
机构
[1] Carnegie Mellon Univ, Ctr Data Storage Syst, Pittsburgh, PA 15213 USA
关键词
Low-density parity-check (LDPC) code; magnetic recording channel; 4 k-byte sector;
D O I
10.1109/TMAG.2010.2043067
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Recently, 32 k-bit sector size for hard disk drives is being investigated to take advantage of the superior performance of long error correcting codes. Meanwhile, low-density parity-check (LDPC) codes have been actively investigated for obtaining coding gains over conventional Reed-Solomon (RS) codes mainly for 4 k-bit sectors. In this paper, the coding gain of a 32 k-bit LDPC code over a 4 k-bit LDPC code, a 32 k-bit RS code, and a 4 k-bit RS code in magnetic recording channels is investigated. The decoding complexity of 32 k-bit LDPC codes and 4 k-bit LDPC codes is also discussed. It is important to evaluate whether the coding gains are enough to justify the increased complexity. Using the 32 k-bit LDPC code, 0.8-dB gain over the 32 k-bit RS code or the 4 k-bit LDPC code (the two schemes coincidentally showed similar performance) at 32 k-bit block error rate (BLER) 10(-3), and 1.6-dB gain over the 4 k-bit RS code were obtained. It is shown that 32 k-bit LDPC codes require a larger number of iterations than the 4 k-bit LDPC codes. It is also shown that there is much room to improve the design of 32 k-bit LDPC codes than the code used in the simulation. To illustrate the potential, quasicyclic LDPC codes with column weights up to 13 with girth 6 are investigated.
引用
收藏
页码:2244 / 2247
页数:4
相关论文
共 9 条
[1]   Nonbinary LDPC Codes for 4-kB Sectors [J].
Chang, Wu ;
Cruz, J. R. .
IEEE TRANSACTIONS ON MAGNETICS, 2008, 44 (11) :3781-3784
[2]  
CHICOINE P, 2007, HARD DISK DRIVE LONG
[3]  
Hu XY, 2001, GLOB TELECOMM CONF, P995, DOI 10.1109/GLOCOM.2001.965567
[4]  
LI Z, 2004, P 38 AS C SIGN SYST, V2, P1990
[5]   Good error-correcting codes based on very sparse matrices [J].
MacKay, DJC .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1999, 45 (02) :399-431
[6]   EQUALIZATION FOR MAXIMUM-LIKELIHOOD DETECTORS [J].
MOON, JY ;
ZENG, WN .
IEEE TRANSACTIONS ON MAGNETICS, 1995, 31 (02) :1083-1088
[7]   Efficiency of short LDPC codes combined with long Reed-Solomon codes for magnetic recording channels [J].
Morita, T ;
Ohta, M ;
Sugawara, T .
IEEE TRANSACTIONS ON MAGNETICS, 2004, 40 (04) :3078-3080
[8]   Layered LDPC Decoding Over GF(q) for Magnetic Recording Channel [J].
Risso, Alessandro .
IEEE TRANSACTIONS ON MAGNETICS, 2009, 45 (10) :3683-3686
[9]   Concatenated Low-Density Parity-Check and BCH Coding System for Magnetic Recording Read Channel With 4 kB Sector Format [J].
Xie, Ningde ;
Xu, Wei ;
Zhang, Tong ;
Haratsch, Erich F. ;
Moon, Jaekyun .
IEEE TRANSACTIONS ON MAGNETICS, 2008, 44 (12) :4784-4789