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VLSI architectures and implementations of iterative FEC decoders.

机译:VLSI架构和迭代FEC解码器的实现。

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摘要

Forward error correcting (FEC) codes are essential parts of digital communications systems. As the demand for content-rich applications and ubiquitous wireless services has grown, research interests have moved to advanced coding schemes such as turbo codes and low-density parity-check (LDPC) codes that use iterative decoding to achieve excellent performance. A decoder implementation for these advanced codes must be optimized at all aspects of its design phases in order to realize a competitive solution. In this dissertation, we present the various design techniques of three iterative decoders.;A low-complexity decoder chip that employs the efficient layered decoding message passing algorithm and the offset Min-Sum check algorithm for irregular QC-LDPC codes has been developed in TSMC 0.18-mum CMOS. With sequential processing units, consolidated memory architectures and optimized computation scheduling, this programmable chip can decode all QC-LDPC codes in the Mobile WiMAX standard for significantly reduced complexity. It achieves 68-Mbps decoding throughput with 55K logic gates. Its measured power consumption is 149.8-mW at 1.8V, and the corresponding energy consumption is 220 pico-Joule per bit per iteration.;A QC-LDPC decoder based on the delta-based layered decoding message passing algorithm has also been developed in 0.18-mum CMOS for high-throughput applications. The algorithm suffers a slight performance degradation from the ideal layered-decoding message-passing algorithm. We have developed a simple matrix permutation procedure to obtain an optimized computation scheduling to mitigate the performance degradation. The decoder achieves 287-Mbps decoding throughput with an estimated power consumption of 836 mW from 1.8V for the WiMAX codes. Its energy consumption is 291 pico-Joule per bit per iteration.;A 150-Mbps turbo FEC code was proposed in the HomePlug AV standard for high-speed home-networking systems over in-house power lines. We demonstrate an efficient architecture for the FEC core to meet the high throughput requirement with lowered latency and memory overhead. This is realized by combining radix-16 encoding with a time-shared conflict-avoidance memory-access structure in the encoder, and by employing an optimized sub-bank parallel decoding architecture for the iterative decoder.
机译:前向纠错(FEC)代码是数字通信系统的基本组成部分。随着对内容丰富的应用程序和无处不在的无线服务的需求的增长,研究兴趣已转移到高级编码方案,例如Turbo编码和低密度奇偶校验(LDPC)码,它们使用迭代解码来实现出色的性能。这些高级代码的解码器实现必须在其设计阶段的所有方面进行优化,以实现具有竞争力的解决方案。本文介绍了三种迭代解码器的各种设计技术。台积电开发了一种低复杂度的解码器芯片,该芯片采用高效的分层解码消息传递算法和不规则QC-LDPC码的偏移最小和校验算法0.18微米CMOS。借助顺序处理单元,整合的内存架构和优化的计算调度,该可编程芯片可以解码Mobile WiMAX标准中的所有QC-LDPC代码,从而大大降低了复杂性。它具有55K逻辑门,可实现68 Mbps的解码吞吐量。在1.8V电压下测得的功耗为149.8mW,相应的能耗为每比特每次迭代220皮焦耳。;基于0.13的基于增量式分层解码消息传递算法的QC-LDPC解码器也已开发-用于高通量应用的CMOS。与理想的分层解码消息传递算法相比,该算法的性能略有下降。我们已经开发了一种简单的矩阵置换程序,以获得优化的计算调度以减轻性能下降。对于WiMAX代码,该解码器从1.8V达到836 mW的估计功耗,实现了287 Mbps的解码吞吐量。它的能耗为每次迭代每位291皮焦耳。在HomePlug AV标准中提出了150 Mbps的Turbo FEC代码,用于内部电力线上的高速家庭网络系统。我们演示了FEC内核的高效体系结构,可满足高吞吐量要求,同时降低延迟和内存开销。这是通过在编码器中将radix-16编码与分时避免冲突的存储器访问结构相结合,并为迭代解码器采用优化的子库并行解码架构来实现的。

著录项

  • 作者

    Kuo, Tzu-Chieh.;

  • 作者单位

    University of California, Los Angeles.;

  • 授予单位 University of California, Los Angeles.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2009
  • 页码 120 p.
  • 总页数 120
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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