Bounds for Joint Detection and Decoding on the Binary-Input AWGN Channel

Simon Obermüller, Jannis Clausius, Marvin Geiselhart, Stephan ten Brink
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Abstract

For asynchronous transmission of short blocks, preambles for packet detection contribute a non-negligible overhead. To reduce the required preamble length, joint detection and decoding (JDD) techniques have been proposed that additionally utilize the payload part of the packet for detection. In this paper, we analyze two instances of JDD, namely hybrid preamble and energy detection (HyPED) and decoder-aided detection (DAD). While HyPED combines the preamble with energy detection for the payload, DAD also uses the output of a channel decoder. For these systems, we propose novel achievability and converse bounds for the rates over the binary-input additive white Gaussian noise (BI-AWGN) channel. Moreover, we derive a general bound on the required blocklength for JDD. Both the theoretical bound and the simulation of practical codebooks show that the rate of DAD quickly approaches that of synchronous transmission.
二进制输入 AWGN 信道上的联合检测和解码边界
对于短数据块的异步传输,用于数据包检测的前导码会带来不可忽略的开销。为了减少所需的前导码长度,有人提出了联合检测和解码(JDD)技术,这种技术还利用数据包的有效载荷部分进行检测。本文分析了两种 JDD 实例,即混合前导码和能量检测(HyPED)和解码器辅助检测(DAD)。HyPED 结合了有效载荷的前导码和能量检测,而 DAD 也使用信道解码器的输出。对于这些系统,我们提出了在二元输入加性白高斯噪声(BI-AWGN)信道上的速率的新的可实现性和反向约束。此外,我们还推导出了 JDD 所需块长度的一般约束。理论约束和实际代码仿真都表明,DAD 的速率很快就能接近同步传输的速率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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