| LDPC码改进的量化自适应偏移最小和算法 |
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| 引用本文： | 董同昕,陈为刚,柳 元.LDPC码改进的量化自适应偏移最小和算法[J].计算机工程与应用,2014(4):203-206,230. |
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| 作者姓名： | 董同昕 陈为刚 柳 元 |
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| 作者单位： | 天津大学电子信息工程学院,天津300072 |
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| 基金项目： | 国家自然科学基金（No.61101114）；天津市自然科学基金（No.11JCYBJC00400）；中兴通讯产学研项目；天津大学自主创新基金。 |
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| 摘 要： | 为减小低密度奇偶校验（LDPC）码的量化译码算法的实现复杂度，提出了一种改进的4比特量化自适应偏移最小和（AOMS）译码算法。改进的AOMS译码算法中引入了预设的固定迭代次数作为启动偏移量修正因子自适应选择的条件；设计了一种4比特非均匀数据量化方案，保证量化数据的取值范围既能较好地满足外信息的动态范围，又能简单实现优化的量化偏移量修正因子。仿真结果表明，与浮点译码算法相比较，改进的量化AOMS译码算法的译码性能损失较小。
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| 关 键 词： | 信道编码理论 最小和译码算法 量化 |
Improved quantized adaptive-offset min-sum algorithm for low-density parity-check codes |
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| DONG Tongxin,CHEN Weigang,LIU Yuan.Improved quantized adaptive-offset min-sum algorithm for low-density parity-check codes[J].Computer Engineering and Applications,2014(4):203-206,230. |
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| Authors: | DONG Tongxin CHEN Weigang LIU Yuan |
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| Affiliation: | School of Electronic Information Engineering, Tianjin University, Tianjin 300072, China |
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| Abstract: | In order to reduce the implementation complexity of the quantized decoding algorithm for the Low-Density Parity-Check（LDPC）codes, an improved 4-bit quantized Adaptive-Offset Min-Sum（AOMS）algorithm is designed. The improved AOMS algorithm is obtained by introducing a pre-determined iteration number as the condition of adaptive selecting the offset factors. Furthermore, a 4-bit nonuniform quantization scheme is designed, which can guarantee the dynamic range of the extrinsic information and easily utilize the optimized quantized offset factors. The simulation results show that, compared with the floating-point decoding algorithms, the performance degradation of the improved 4-bit nonuniform quantized AOMS algorithm can be neglected. |
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| Keywords: | channel coding theory Min-Sum（MS）algorithm quantization |
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