Title :
Field-programmable gate-array-based investigation of the error floor of low-density parity check codes for magnetic recording channels
Author :
Sun, Lingyan ; Song, Hongwei ; Kumar, B. V K Vijaya ; Keirn, Zak
Author_Institution :
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
Good performance of iterative detection and decoding using low-density parity check (LDPC) codes has stimulated great interest in the data storage industry. One major concern in using LDPC codes in the read channel is their error floor, which is still an open question. To investigate the performance of LDPC codes in low bit-error rates (BER∼10-10), we developed a high-throughput fully reconfigurable simulator using a field programmable gate array. Using this simulator, we are able to observe the performance of LDPC codes at low BER within a reasonably short time (10-10 within 1.5 h). We show the evaluation results for two types of LDPC codes.
Keywords :
error correction codes; field programmable gate arrays; iterative decoding; magnetic recording; parity check codes; bit-error rate; data storage; error floor; field-programmable gate-array; high-throughput fully reconfigurable simulator; iterative decoding; iterative detection; low-density parity check codes; magnetic recording channel; read channel; Bit error rate; Computational modeling; Computer errors; Computer simulation; Detectors; Field programmable gate arrays; Iterative decoding; Magnetic recording; Maximum likelihood decoding; Parity check codes; Field-programmable gate array (FPGA); SOVA; iterative decoding; low-density parity check (LDPC) code;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2005.854455