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Low Complexity Stopping Rule for Turbo Decoding: the Max-log Criterion

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Języki publikacji
EN
Abstrakty
EN
This paper presents a new stopping criterion for turbo decoding. It is based on the selection of the maximum log-alphas calculated by the log-MAP algorithm. The sum of these maximum alphas is compared with a threshold value. Then, a decision on the end of decoding is taken. Simulation results show that the max-log criterion offers the same performance as the sum-alpha and sum-log criteria, while maintaining the same complexity level. The max-log criterion uses only the max operator to select maximum alphas and a summation. Therefore, the proposed criterion is faster and offers lower complexity.
Rocznik
Tom
Strony
34--38
Opis fizyczny
Bibliogr. 14 poz., rys.
Twórcy
autor
  • Laboratory Technology of CommunicationFaculty of Technology University of Saida Dr. Moulay Tahar Saida, Algeria
Bibliografia
  • [1] C. Berrou and A. Glavieux, "Near Optimum Error Correcting Coding and Decoding: Turbo-codes", IEEE Transactions on Communications, vol. 44, no. 10, pp. 1261-1271, 1996.
  • [2] S. Asoodeh, "New Stopping Criterion for Turbo Code in the Presence of SNR Mismatch", in: 2010 International Congress on Ultra Modern Telecommunications and Control Systems (ICUMT), Moscow, Russia, pp. 182-186, 2010.
  • [3] A.A. Chaudhry and M.A. Shah, "Comparison and Analysis of ECSS Based Turbo Decoder Stopping Rules", in: 2012 International Conference on Emerging Technologies (ICET), Islamabad, Pakistan, 2012.
  • [4] J. Wu, B.R. Vojcic, and J. Sheng, "Stopping Criteria for Iterative Decoding Based on Mutual Information", in: 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR), Pacific Grove, USA, pp. 183-187, 2012.
  • [5] L. Trifina, D. Tărniceriu, and H. Baltă, "Threshold Determining for MinabsLLR Stopping Criterion for Turbo Codes", Frequenz, vol. 67, no. 9-10, pp. 321-326, 2013.
  • [6] A. Savin, L. Trifina, and M. Andrei, "Threshold Based Iteration Stopping Criterion for Turbo Codes and for Scheme Combining a Turbo Code and a Golden Space-time Block Code", Advances in Electrical and Computer Engineering, vol. 14, no. 1, pp. 139-142, 2014.
  • [7] F. Alberge, "On Some Properties of the Mutual Information between Extrinsics with Application to Iterative Decoding", IEEE Transactions on Communications, vol. 63, no. 5, pp. 1541-1553, 2015.
  • [8] T.P. Fowdur, Y. Beeharry, and K.M.S. Soyjaudah, "A Novel Scaling and Early Stopping Mechanism for LTE Turbo Code Based on Regression Analysis", Annals of Telecommunications, vol. 71, no. 7, pp. 369-388, 2016.
  • [9] M. AlMahamdy and J. Dill, "Early Termination of Turbo Decoding by Identification of Undecodable Blocks", in: IEEE Wireless Communications and Networking Conference (WCNC), San Francisco, USA, 2017.
  • [10] J. Hagenauer, E. Offer, and L. Papke, "Iterative Decoding of Binary Block and Convolutional Codes", IEEE Transactions on Information Theory, vol. 42, no. 2, pp. 429-445, 1996.
  • [11] A. Ouardi, "Sum-α Stopping Criterion for Turbo Decoding", International Journal of Electronics and Telecommunications, vol. 67, no. 3, pp. 477-482, 2021.
  • [12] A. Ouardi, "Sum-Log Stopping Criterion for Log-MAP Turbo Decoding", Advances in Electrical and Computer Engineering, vol. 23, no. 1, pp. 43-50, 2023.
  • [13] P. Robertson, E. Villebrun, and P. Hoeher, "A Comparison of Optimal and Sub-optimal MAP Decoding Algorithms Operating in the Log Domain", in: Proceedings of IEEE International Conference on Communications ICC '95, Seattle, USA, vol. 2, pp. 1009-1013, 1995.
  • [14] M.Y.M. Nasir, R. Mohamad, M. Kassim, N.M. Tahir, and E. Abdullah, "Performance Analysis of Cross-entropy Stopping Criterion for Quadrature Amplitude Modulation", in: 2019 IEEE 9th International Conference on System Engineering and Technology (ICSET), Shah Alam, Malaysia, 2019.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-08110028-06c0-4871-9bb7-a4f7e07c626a
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