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Design and Implementation of High-efficiency LDPC Encoder Based on DSP

Published: 17 May 2021 Publication History

Abstract

With the development of communication technology, how to carry out reliable communication by introducing excellent error correction code technology in a low signal-to-noise ratio environment is a problem that people are concerned about. Based on the above background, the purpose of this paper is to design and implement a high-efficiency LDPC encoder based on DSP. This article first sorts out the basic principles of LDPC codes, studies the commonly used encoding algorithms and decoding algorithms for LDPC codes, and analyzes the algorithm mechanism; introduces the software and hardware platforms of the development board used in this topic, which is the design and implementation of the codec Provides theoretical basis and software and hardware development environment. According to the design plan and related parameters, the LDPC code encoding and decoding algorithm is implemented using DSP as the implementation platform. In terms of encoding implementation, iterative fast encoding algorithm is selected to reduce encoding delay and encoding complexity. In terms of decoding implementation, in order to overcome the shortcomings of large hardware implementation complexity of LDPC code BP decoding algorithm, in terms of hardware resource storage and data accuracy processing An improvement is proposed, and a QC_LDPC code decoder based on BP algorithm is designed and implemented. As a result, the measured performance is slightly lower than the theoretical performance, but the loss is less than 0.1dB, which basically does not affect the overall performance of the codec.

References

[1]
Theodoropoulos D, Kranitis N, Tsigkanos A, Efficient Architectures for Multigigabit CCSDS LDPC Encoders[J]. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2020, PP(99):1-10.
[2]
Xiumin W, Tingting G E, Jun L I, Efficient Multi-rate Encoder of QC-LDPC Codes Based on FPGA for WIMAX Standard[J]. Chinese Journal of Electronics, 2017, 26(02):250-255.
[3]
Khas M, Saeedi H, Asvadi R . Design and Analysis of LDPC Codes for Joint Source-Channel Decoding of Two Correlated Sensors[J]. IET Communications, 2018, 12(8):1003-1010.
[4]
Pisek E, Rajan D, Abu-Surra S, Capacity-Approaching TQC-LDPC Convolutional Codes Enabling Power-Efficient Decoders[J]. IEEE Transactions on Communications, 2017, 65(1):1-13.
[5]
Kong L, Cai K, Chen P, A Detector-aware LDPC Code Optimization for Ultra-High Density Magnetic Recording Channels[J]. IEEE Transactions on Magnetics, 2017, 53(11):1-4.
[6]
Khodaiemehr H, Sadeghi M R, Sakzad A . Practical Encoder and Decoder for Power Constrained QC LDPC-Lattice Codes[J]. IEEE Transactions on Communications, 2017, 65(2):486-500.
[7]
Mu X, Chen G, Bai B . An Expurgating-Based Method for Constructing Multi-Rate Non-Binary Quasi-Cyclic LDPC Codes[J]. IEEE Communications Letters, 2017, 21(8):1699-1702.
[8]
Hong S, Wang L . Protograph LDPC Based Distributed Joint Source Channel Coding[J]. Journal of Electronics & Information Technology, 2017, 39(11):2594-2599.
[9]
J.A. López-Leyva, Arvizu-Mondragon A, Santos-Aguilar J, Improved performance of the cryptographic key distillation protocol of an FSO/CV-QKD system on a turbulent channel using an adaptive LDPC encoder[J]. Revista Mexicana de Fisica, 2017, 63(3):268-274.

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          cover image ACM Other conferences
          CONF-CDS 2021: The 2nd International Conference on Computing and Data Science
          January 2021
          1142 pages
          ISBN:9781450389570
          DOI:10.1145/3448734
          Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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          New York, NY, United States

          Publication History

          Published: 17 May 2021

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          Author Tags

          1. Code Decoder
          2. Data Precision Processing
          3. LDPC Code
          4. Matrix Storage

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