Optical Communication Technology, Volume. 49, Issue 3, 79(2025)
Research on polar code partition decoding algorithm based on FCNN
[1] [1] ARIKAN E. Channel polarization: a method for constructing capacity-achieving codes for symmetric binary-input memoryless channels[J]. IEEE Transactions on Information Theory, 2009, 55(7): 3051-3073.
[3] [3] LI X J, SUN L M, HUANG J M, et al. Channel polarization scheme for ocean turbulence channels in underwater visible light communication [J]. Journal of Marine Science and Engineering, 2023, 11(2): 1-13.
[4] [4] SAYED M A M, LIU R K, ZHANG C Y. A novel scrambler design for enhancing secrecy transmission based on polar code[J]. IEEE Communications Letters, 2017, 21(8): 1679-1682.
[5] [5] FANG J B, PAN J X, HUANG X, et al. Integrated physical-layer secure visible light communication and positioning system based on polar codes[J]. Optics Express, 2023, 31(25): 41756-41772.
[6] [6] ZHANG Y X, LIU A J, PAN X F, et al. A modified belief propagation polar decoder[J]. IEEE Communications Letters, 2014, 18(7): 1091-1094.
[7] [7] GOELA N, KORADA S B, GASTPAR M. On LP decoding of polar codes[C]//2010 IEEE Information Theory Workshop, August 30-September 3, 2010, Dublin, Ireland. New York: IEEE, 2010: 1-5.
[8] [8] KAHRAMAN S, ELEBI M E. Code based efficient maximum-likelihood decoding of short polar codes[C]//2012 IEEE International Symposium on Information TheoryProceedings, July 1-6, 2012, Cambridge, USA. New York: IEEE, 2012: 1967-1971.
[9] [9] NIU K, CHEN K. CRC-aided decoding of polar codes[J]. IEEE Communications Letters, 2012, 16(10): 1668-1671.
[10] [10] CHEN K, NIU K, LIN J R. Improved successive cancellation decoding of polar codes[J]. IEEE Transactions on Communications, 2013, 61(8): 3100-3107.
[11] [11] TAL I, VARDY A. List decoding of polar codes[J]. IEEE Transactions on Information Theory, 2015, 61(5): 2213-2226.
[12] [12] ZHOU L X, CHAN S, ZHANG M X, et al. A fast computing decoder for polar codes with a neural network[J]. ICT Express, 2023, 9(6): 1001-1006.
[13] [13] ZHU H F, CAO Z W, ZHAO Y P, et al. Learning to denoise and decode: a novel residual neural network decoder for polar codes[J]. IEEE Transactions on Vehicular Technology, 2020, 69(8): 8725-8738.
[14] [14] GRUBER T, CAMMERER S, HOYDIS J, et al. On deep learning-based channel decoding[C]// 2017 51st Annual Conference on Information Sciences and Systems, March 22-24, 2017, Baltimore, USA. New York: IEEE, 2017: 1-6.
[15] [15] LIU X J, WU S H, WANG Y, et al. Exploiting error-correction-CRC for polar SCL decoding: a deep learning-based approach[J]. IEEE Transactions on Cognitive Communications and Networking, 2020, 6(2): 817-828.
[16] [16] GAO J, ZHANG D X, DAI J C, et al. ResNet-like belief-propagation decoding for polar codes[J]. IEEE Wireless Communications Letters, 2021, 10(5): 934-937.
[17] [17] CAMMERER S, GRUBER T, HOYDIS J, et al. Scaling deep learning-based decoding of polar codes via partitioning[C]//2017 IEEE Global Communications Conference, December 4-8, 2017, Singapore. New York: IEEE, 2017: 1-6.
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LUO Ying, LI Xiaoji, WANG Jiaming. Research on polar code partition decoding algorithm based on FCNN[J]. Optical Communication Technology, 2025, 49(3): 79
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Received: Jun. 3, 2024
Accepted: Jun. 27, 2025
Published Online: Jun. 27, 2025
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