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Toward the implementation of analog LDPC decoders for long codewords

机译:面向长码字的模拟LDPC解码器的实现

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摘要

Error control codes are used in virtually every digital communication system. Traditionally, decoders have been implemented digitally. Analog decoders have been recently shown to have the potential to outperform digital decoders in terms of area and power/speed ratio. Analog designers have attempted to fully understand and exploit this potential for large decoders. However, large codes are generally still implemented with digital circuits. Nevertheless, in this thesis a number of aspects of analog decoder implementation are investigated with the hope of enabling the design of large analog decoders. In this thesis, we study and modify analog circuits used in a decoding algorithm known as the sum-product algorithm for implementation in a CMOS 90 nm technology. We apply a current-mode approach at the input nodes of these circuits and show through simulations that the power/speed ratio will be improved. Interested in studying the dynamics of decoders, we model an LDPC code in MATLAB's Simulink. We then apply the linearization technique on the modeled LDPC code in order to linearize the decoder about an initial state as its solution point. Challenges associated with decoder linearization are discussed. We also design and implement a chip comprised of the sum-product circuits with different configurations and sizes in order to study the effect of mismatch on the accuracy of the outputs. Unfortunately, testing of the chip fails as a result of errors in either the packaging process or fabrication.
机译:差错控制代码实际上在每个数字通信系统中都使用。传统上,解码器已经以数字方式实现。最近已经显示出模拟解码器具有在面积和功率/速度比方面胜过数字解码器的潜力。模拟设计师已尝试完全理解和利用大型解码器的这种潜力。但是,大代码通常仍然用数字电路实现。然而,在本文中,对模拟解码器实现的许多方面进行了研究,希望能够实现大型模拟解码器的设计。在这篇论文中,我们研究和修改了在解码算法(称为和积算法)中使用的模拟电路,以在CMOS 90 nm技术中实现。我们在这些电路的输入节点上采用电流模式方法,并通过仿真表明功率/速度比将得到改善。对研究解码器的动态感兴趣,我们在MATLAB的Simulink中对LDPC代码进行建模。然后,我们在建模的LDPC码上应用线性化技术,以使解码器以初始状态为求解点线性化。讨论了与解码器线性化相关的挑战。为了研究失配对输出精度的影响,我们还设计并实现了一个由具有不同配置和尺寸的和积电路组成的芯片。不幸的是,由于封装过程或制造中的错误,导致芯片测试失败。

著录项

  • 作者

    Moazzeni Shahaboddin;

  • 作者单位
  • 年度 2009
  • 总页数
  • 原文格式 PDF
  • 正文语种 en
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