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Analog VLSI decoding for digital communications and high-performance data conversion.

机译:用于数字通信和高性能数据转换的模拟VLSI解码。

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摘要

Convolutional coding and Viterbi decoding offer a powerful FEC (Forward-Error-Correction) channel coding scheme widely used in digital communication systems. Examples are space, satellite, and terrestrial wireless communications, where high channel noise levels demand high error-correcting capability. The Viterbi decoder is a central component in the communication receiver, and its design greatly affects the system performance. Computational requirements are excessive even for systems with modest coding performance, and power dissipation becomes a serious concern for wireless applications.; This work explores the use of analog very large scale integration (VLSI), with superior power and area efficiency over digital alternatives, for high-performance portable applications of digital decoding systems. I demonstrate the feasibility of analog Viterbi decoding for long constraint-length convolutional codes by implementing the first K = 7 (64-state) parallel Viterbi decoder with analog Add-Compare-Select (ACS) unit in VLSI. Experimental results demonstrate the area and power efficiency of the approach.; In addition to VLSI implementation, I also address issues concerning theoretical analysis of analog decoding, and provided a mathematical basis for performance analysis and simulation of analog VLSI Viterbi decoders. In particular, I show that ideal analog Viterbi decoding offers superior coding performance over binary hard-decision and digital soft-decision Viterbi decoding, owing to quantization. The model also quantifies effects of imprecision in the analog VLSI implementation, and demonstrates that in practice analog VLSI easily outperforms a 3-bit soft-decision digital implementation.; I extend these analog decoding principles to the design of analog-digital interfaces for high-performance data conversion, and present architectures for high-speed and high-resolution analog-to-digital conversion.
机译:卷积编码和维特比解码提供了一种功能强大的FEC(前向纠错)信道编码方案,广泛用于数字通信系统中。例如,太空,卫星和地面无线通信,其中高信道噪声水平要求高纠错能力。维特比解码器是通信接收机中的核心组件,其设计极大地影响了系统性能。即使对于具有适度编码性能的系统,计算要求也过高,并且功耗成为无线应用的严重关注。这项工作探索了模拟超大规模集成电路(VLSI)的使用,该技术具有优于数字替代方案的超强功率和面积效率,适用于数字解码系统的高性能便携式应用。我通过在VLSI中使用模拟加比较选择(ACS)单元实现第一个K = 7(64状态)并行维特比解码器,证明了对长约束长度卷积码进行模拟维特比解码的可行性。实验结果证明了该方法的面积和功率效率。除了VLSI实现之外,我还解决了有关模拟解码的理论分析的问题,并为模拟VLSI Viterbi解码器的性能分析和仿真提供了数学基础。特别是,由于量化,我证明了理想的模拟维特比解码比二进制硬判决和数字软判决维特比解码具有更好的编码性能。该模型还量化了不精确度对模拟VLSI实现的影响,并证明了在实践中,模拟VLSI容易胜过3位软判决数字实现。我将这些模拟解码原理扩展到用于高性能数据转换的模拟-数字接口的设计,并提出了用于高速和高分辨率的模拟-数字转换的体系结构。

著录项

  • 作者

    He, Kai.;

  • 作者单位

    The Johns Hopkins University.;

  • 授予单位 The Johns Hopkins University.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2000
  • 页码 86 p.
  • 总页数 86
  • 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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