Title :
Thresholds and scheduling for LDPC-coded partial response channels
Author :
Thangaraj, Andrew ; McLaughlin, Steven W.
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
fDate :
9/1/2002 12:00:00 AM
Abstract :
Low-density parity check (LDPC) codes exhibit a threshold phenomenon over a wide variety of channels. The threshold serves as a good parameter for system and code design, and is usually very close to channel capacity. There has been a great deal of recent work surrounding the use of LDPC and turbo codes with iterative decoding for partial response (PR) channels. In this paper, we calculate thresholds for LDPC codes over binary-input PR channels using a Gaussian approximation. We show that the threshold varies according to decoder schedule, and we identify schedules that result in good thresholds. Conversely, we use our results to guide the design of decoder schedules that minimize the number of computationally expensive Bahl-Cocke-Jelinek-Raviv algorithm steps.
Keywords :
Gaussian distribution; channel capacity; channel coding; error correction codes; intersymbol interference; iterative decoding; partial response channels; scheduling; BCJR equalizer; Bahl-Cocke-Jelinek-Raviv algorithm; Gaussian approximation; ISI channels; LDPC codes; binary-input channels; channel capacity; decoder schedules; density evolution; iterative decoding; low-density parity check codes; partial response channels; threshold phenomenon; turbo codes; Additive noise; Equalizers; Gaussian approximation; Gaussian noise; Intersymbol interference; Iterative decoding; Maximum likelihood decoding; Parity check codes; Partial response channels; Processor scheduling;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2002.801875