- Digit-Online LDPC Decoding
- Marshall, Philip A.
Low-Density Parity Check (LDPC) Codes
Forward Error Correction (FEC)
Iterative Decoder Architecture
- Oct 26, 2012 12:04 PM
- Adobe PDF
- 669937 bytes
- Highly parallel VLSI implementations of low-density parity-check (LDPC) block code decoders have a large number of interconnections, which can result in designs with low logic density. Bit-serial architectures have been developed that reduce the number of wires needed. However, they do not fully realize the potential for deeply pipelined serial data processing. Digit-online arithmetic allows operations to be performed in a serial, digit-by-digit manner, making it ideal for use in implementing a digit-serial LDPC decoder. Digit-online circuits for the primitive operations required for an offset min-sum LDPC decoder are simple, and allow deep pipelining at the digit level. A new hardware architecture for LDPC decoding is demonstrated, using redundant notation to allow for most-significant-digit-first processing of log-likelihood-ration (LLR) messages at all nodes. We examine the effect of changing the precision of LLRs on the throughput, area and energy efficiency of bit-parallel and digit-online decoders for the irregular WiMAX rate 3/4A length-1056 code. Both single-frame and frame-interlaced decoding are considered. To examine post-layout and code size effects, 9-bit bit-parallel and digit-online decoders for the irregular WiMAX rate 3/4A and rate 5/6 codes are compared for code lengths varying from 576 to 2304. Post-layout decoder results are presented for the (2048,1723) 10GBASE-T LDPC code in a general-purpose 65-nm CMOS technology. The decoder requires a core area of 10.89 mm^2 and operates at a clock frequency of 980 MHz. Decoding can be done with a message precision of 4 or 10 bits. With 4-bit precision, the decoder achieves a coded throughput of 82.8 Gbit/s, 73% higher than the state-of-the-art published decoder. We extend the message precision of previously published 10GBASE-T decoders from 4-5 bits to 10 bits. In this 10-bit mode we achieve a throughput of 41.8 Gbit/s, only 12% less than the state-of-the-art 4-bit decoder.
Marshall, P., Gaudet, V. and Elliott, D. (2012) “Effects of Varying Message Precision in Digit-online LDPC Decoders”. IEEE Workshop on Signal Processing Systems (SiPS) 2012, 6 pages accepted for publication
Marshall, P., Gaudet, V. and Elliott, D. (2011) “Deeply Pipelined Digit-Serial LDPC Decoding”. IEEE Trans. on Circuits and Systems I: Regular Papers, 11 pages in print. DOI: 10.1109/TCSI.2012.2206461
- Doctor of Philosophy
- Department of Electrical and Computer Engineering
- Computer, Microelectronic Devices, Circuits and Systems
- Spring 2013
Elliott, Duncan (Electrical and Computer Engineering)
Gaudet, Vincent (Electrical and Computer Engineering)
Cockburn, Bruce (Electrical and Computer Engineering)
Doucette, John (Mechanical Engineering)
Thornton, Mitchell (Southern Methodist University, Dallas, Texas, USA)
Theses and Dissertations Spring 2009 to present
Department of Electrical and Computer Engineering
Apr 28, 2014 3:36 PM
Oct 26, 2012 12:04 PM
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