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Packet data communications over coded CDMA with hybrid type-II ARQ.

机译:通过编码CDMA混合II型ARQ进行分组数据通信。

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摘要

This dissertation presents in-depth investigation of turbo-coded CDMA systems in packet data communication terminology. It is divided into three parts; (1) CDMA with hybrid FEC/ARQ in deterministic environment, (2) CDMA with hybrid FEC/ARQ in random access environment and (3) an implementation issue on turbo decoding.; As a preliminary, the performance of CDMA with hybrid FEC/ARQ is investigated in deterministic environment. It highlights the practically achievable spectral efficiency of CDMA system with turbo codes and the effect of code rates on the performance of systems with MF and LMMSE receivers, respectively. For given ensemble distance spectra of punctured turbo codes, an improved union bound is used to evaluate the error probability of ML turbo decoder with MF receiver and with LMMSE receiver front-end and, then, the corresponding spectral efficiency is computed as a function of system load.; In the second part, a generalized analytical framework is first provided to analyze hybrid type-II ARQ in random access environment. When applying hybrid type-II ARQ, probability of packet success and packet length is generally different from attempt to attempt. Since the conventional analytical model, customarily employed for ALOHA system with pure or hybrid type-I ARQ, cannot be applied for this case, an expanded analytical model is introduced. It can be regarded as a network of queues and Jackson and Burke's theorems can be applied to simplify the analysis. The second part is further divided into two sub topics, i.e. CDMA slotted ALOHA with hybrid type-II ARQ using packet combining and CDMA unslotted ALOHA with hybrid type-II ARQ using code combining. For code combining, the rate compatible punctured turbo (RCPT) codes are examined.; In the third part, noticing that the decoding delay is crucial to the fast ARQ, a parallel MAP algorithm is proposed to reduce the computational decoding delay of turbo codes. It utilizes the forward and backward variables computed in the previous iteration to provide boundary distributions for each sub-block MAP decoder. It has at least two advantages over the existing parallel scheme; No performance degradation and No additional computation.
机译:本文以分组数据通信的术语对Turbo编码的CDMA系统进行了深入的研究。它分为三个部分; (1)确定性环境中具有混合FEC / ARQ的CDMA,(2)随机接入环境中具有混合FEC / ARQ的CDMA和(3)Turbo解码的实现问题;首先,在确定性环境中研究了带有混合FEC / ARQ的CDMA的性能。它着重介绍了具有turbo码的CDMA系统的实际可实现的频谱效率,以及码率分别对具有MF和LMMSE接收机的系统性能的影响。对于给定的穿孔码的集合距离谱,使用改进的联合边界来评估带有MF接收器和LMMSE接收器前端的ML Turbo解码器的错误概率,然后,根据系统计算相应的频谱效率加载。;在第二部分中,首先提供了一个通用的分析框架来分析随机访问环境中的混合II型ARQ。当应用混合类型II ARQ时,数据包成功的概率和数据包长度通常与尝试尝试不同。由于常规分析模型(通常用于纯I型或混合I型ARQ的ALOHA系统)无法用于这种情况,因此引入了扩展的分析模型。可以将其视为一个队列网络,并且可以使用Jackson和Burke定理来简化分析。第二部分进一步分为两个子主题,即使用分组组合的具有混合II型ARQ的CDMA时隙ALOHA和使用代码组合的具有II型混合ARQ的CDMA非时隙ALOHA。对于代码组合,检查速率兼容删减Turbo(RCPT)代码。在第三部分中,注意到解码延迟对于快速ARQ至关重要,提出了一种并行MAP算法来减少Turbo码的计算解码延迟。它利用在先前迭代中计算的前向和后向变量来为每个子块MAP解码器提供边界分布。与现有的并行方案相比,它至少具有两个优点;没有性能下降,也没有额外的计算。

著录项

  • 作者

    Yoon, Seokhyun.;

  • 作者单位

    New Jersey Institute of Technology.;

  • 授予单位 New Jersey Institute of Technology.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2003
  • 页码 130 p.
  • 总页数 130
  • 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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