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VLSI implementation of low-error-floor multi-rate capacity-approaching low-density parity-check code decoder.

机译:VLSI实现低错误率多速率容量低密度奇偶校验码解码器。

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摘要

With the superior error correction capability, low-density parity-check (LDPC) codes have initiated wide scale interests in the satellite communication, wireless communication, and storage fields. In the past, various structures of single code-rate LDPC decoders have been reported. However, to cover a wide range of service requirements and diverse interference conditions in wireless applications, LDPC decoders that can operate at both high and low code rates are desirable. In this dissertation, a multi-rate LDPC decoder architecture is presented and implemented on a Xilinx field programmable gate array (FPGA) device. Using pin selection, three operating modes, namely, the irregular 1/2 code, the regular 5/8 code and the regular 7/8 code, are supported.; To suppress the error floor level, which is a common problem of LDPC code and limits its further adoption by many IEEE standards, a characterization on the conditions for short cycles in a LDPC code matrix expanded from a small base matrix is presented, and a cycle elimination algorithm is developed to detect and break such short cycles. The effectiveness of the cycle elimination algorithm has been verified by both simulation and hardware measurements, which show that the error floor is suppressed to a much lower level without incurring any performance penalty. The implemented decoder is tested in an experimental LDPC-Orthogonal Frequency Division Multiplexing (OFDM) FPGA prototype system and achieves the superior measured performance of block error rate below 10-7 at SNR 1.8 dB.; To further exploit the challenges in the LDPC decoder VLSI implementation, the multi-rate decoder is implemented on silicon using TSMC 0.18um, 1.8V, 6-metal-layer process. The designed chip has a total area of 16mm2 and power dissipation estimation of 794mW at 100MHz working frequency. During the silicon implementation of the decoder, many challenges such as huge memory consumption, low test coverage, and complicated power-ground network design have been solved successfully. Consequently, the test coverage of the chip is as high as 96.2% and the maximum voltage drop is only 23mV.
机译:凭借出色的纠错能力,低密度奇偶校验(LDPC)码引发了卫星通信,无线通信和存储领域的广泛兴趣。过去,已经报道了单码率LDPC解码器的各种结构。然而,为了覆盖无线应用中的广泛的服务要求和各种干扰条件,期望能够以高和低编码率两者操作的LDPC解码器。本文提出了一种在Xilinx现场可编程门阵列(FPGA)器件上实现的多速率LDPC解码器体系结构。通过引脚选择,支持三种工作模式,即不规则1/2码,常规5/8码和常规7/8码。为了抑制作为LDPC代码的普遍问题并限制其被许多IEEE标准进一步采用的错误下限级别,提出了从小基本矩阵扩展来的LDPC代码矩阵中短周期条件的表征,并提出了一个周期开发了消除算法来检测和打破这种短周期。仿真和硬件测量均验证了周期消除算法的有效性,这表明错误率底限被抑制到更低的水平,而不会造成任何性能损失。实施的解码器在实验性的LDPC正交频分复用(OFDM)FPGA原型系统中进行了测试,在SNR 1.8 dB时,可实现低于10-7的块误码率。为了进一步利用LDPC解码器VLSI实施中的挑战,采用TSMC 0.18um,1.8V,6金属层工艺在硅上实施多速率解码器。设计的芯片在100MHz工作频率下的总面积为16mm2,功耗估计为794mW。在解码器的芯片实现期间,成功解决了许多挑战,例如巨大的内存消耗,较低的测试覆盖率以及复杂的电源接地网络设计。因此,芯片的测试覆盖率高达96.2%,最大电压降仅为23mV。

著录项

  • 作者

    Yang, Lei.;

  • 作者单位

    University of Washington.;

  • 授予单位 University of Washington.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2006
  • 页码 115 p.
  • 总页数 115
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

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