Title :
Highly Parallel FPGA Emulation for LDPC Error Floor Characterization in Perpendicular Magnetic Recording Channel
Author :
Cai, Yu ; Jeon, Seungjune ; Mai, Ken ; Kumar, B. V K Vijaya
Author_Institution :
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
Low-density parity-check (LDPC) codes offer a promising error correction approach for high-density magnetic recording systems due to their near-Shannon limit error-correcting performance. However, evaluation of LDPC codes at the extremely low bit error rates (BER) required by hard disk drive systems, typically around 10-12 to 10- 15, cannot be carried out on high-performance workstations using conventional Monte Carlo techniques in a tractable amount of time. Even field-programmable gate array (FPGA) emulation platforms take a few weeks to reach BER between 10-11 and 10-12. Thus, we implemented a highly parallel FPGA processing cluster to emulate a perpendicular magnetic recording channel, which enabled us to accelerate the emulation by > 100times over the fastest reported emulation. This increased throughput enabled us to characterize the performance of LDPC code BER down to near 10-14 and investigate its error floor.
Keywords :
Monte Carlo methods; disc drives; error correction codes; error statistics; field programmable gate arrays; hard discs; information theory; parity check codes; perpendicular magnetic recording; LDPC error floor characterization; Monte Carlo techniques; bit error rates; field-programmable gate array emulation; hard disk drive systems; high-density magnetic recording systems; highly parallel FPGA emulation; low-density parity-check codes; near-Shannon limit error-correcting performance; perpendicular magnetic recording channel; Error floor; field-programmable gate array (FPGA); low-density parity-check (LDPC) code; multicore;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2009.2022318