Stochastic resonance decoding for quantum LDPC codes

Nithin Raveendran, Priya J. Nadkarni, Shayan Srinivasa Garani, Bane V Vasic

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

We introduce a stochastic resonance based decoding paradigm for quantum codes using an error correction circuit made of a combination of noisy and noiseless logic gates. The quantum error correction circuit is based on iterative syndrome decoding of quantum low-density parity check codes, and uses the positive effect of errors in gates to correct errors due to decoherence. We analyze how the proposed stochastic algorithm can escape from short cycle trapping sets present in the dual containing Calderbank, Shor and Steane (CSS) codes. Simulation results show improved performance of the stochastic algorithm over the deterministic decoder.

Original languageEnglish (US)
Title of host publication2017 IEEE International Conference on Communications, ICC 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781467389990
DOIs
Publication statusPublished - Jul 28 2017
Event2017 IEEE International Conference on Communications, ICC 2017 - Paris, France
Duration: May 21 2017May 25 2017

Other

Other2017 IEEE International Conference on Communications, ICC 2017
CountryFrance
CityParis
Period5/21/175/25/17

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Keywords

  • Faulty hardware
  • Gallager-B decoding
  • quantum LDPC codes
  • unreliable gates

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Cite this

Raveendran, N., Nadkarni, P. J., Garani, S. S., & Vasic, B. V. (2017). Stochastic resonance decoding for quantum LDPC codes. In 2017 IEEE International Conference on Communications, ICC 2017 [7996747] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICC.2017.7996747