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Analysis of voltage- and clock-scaling-induced timing errors in stochastic LDPC decoders

Perez-Andrade, I., Zuo, X., Maunder, R.G., Al-Hashimi, B.M. and Hanzo, L. (2013) Analysis of voltage- and clock-scaling-induced timing errors in stochastic LDPC decoders At 2013 IEEE Wireless Communications and Networking Conference (WCNC), China. 07 - 10 Apr 2013. , pp. 4293-4298. (doi:10.1109/WCNC.2013.6555268).

Record type: Conference or Workshop Item (Paper)

Abstract

Low Density Parity Check (LDPC) decoders have an inherent capability of correcting the transmission errors that occur, when communicating over a hostile wireless channel. This capability allows LDPC-coded schemes to employ lower transmission energies than uncoded schemes, at the cost of introducing a significant processing energy consumption during LDPC decoding. Traditional energy-reduction techniques, such as voltage and clock scaling can be employed for reducing the LDPC decoder’s energy consumption. However, these techniques may induce timing errors, which can degrade the LDPC decoder’s error correction capability. Our previous work has demonstrated that in contrast to other types of LDPC decoders, stochastic decoders have an inherent tolerance to timing errors, allowing them to maintain a high error correction capability in clock- scaling scenarios. In this paper, we investigate this timing error tolerance in voltage-scaling scenarios, by extending our previous model of timing errors using extensive SPICE simulations. Furthermore, we use these SPICE simulations to characterize the processing energy consumption of stochastic LDPC decoders for the first time. We demonstrate that a modified stochastic LDPC decoder can operate at 0.8 V and a clock period of 915.11 ps, while maintaining the error correction capability of a conventional stochastic decoder operating at 1 V and a clock period of 1019.2 ps, offering a 36.7% reduction in processing energy consumption.

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More information

Submitted date: 10 October 2012
Accepted/In Press date: 14 December 2012
Published date: 7 April 2013
Venue - Dates: 2013 IEEE Wireless Communications and Networking Conference (WCNC), China, 2013-04-07 - 2013-04-10
Organisations: Electronic & Software Systems, Southampton Wireless Group

Identifiers

Local EPrints ID: 344044
URI: http://eprints.soton.ac.uk/id/eprint/344044
ISBN: 978-1-4673-5937-5
PURE UUID: dd954e61-a8cd-4b20-b0c7-7039f968012b
ORCID for R.G. Maunder: ORCID iD orcid.org/0000-0002-7944-2615

Catalogue record

Date deposited: 11 Oct 2012 09:15
Last modified: 18 Jul 2017 05:20

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Contributors

Author: I. Perez-Andrade
Author: X. Zuo
Author: R.G. Maunder ORCID iD
Author: B.M. Al-Hashimi
Author: L. Hanzo

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