带剥离解码器的稀疏码域非正交随机存取

Johannes Dommel, Z. Utkovski, L. Thiele, S. Stańczak
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引用次数: 3

摘要

在本文中,我们提出了一种改进(一般)稀疏编码非正交多址(NOMA)设计,以适应基于剥离解码的接收端处理。我们数值评估了稀疏签名设计和前向纠错的联合效应,并表征了签名稀疏度、系统负载和信道编码率等系统参数之间的相互作用。接收器处理以(涡轮式)方式执行,其中外部信息在采用剥离解码的多用户检测模块和在单个用户级别上操作的前向纠错(FEC)模块之间交换。由于剥离解码过程的复杂性低于基于信念传播的通用消息传递算法(MPA)的实现,因此它对于物联网背景下针对大规模连接的无授权、非正交传输特别有吸引力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sparse Code-Domain Non-Orthogonal Random Access with Peeling Decoder
In this paper, we propose a modification of (general) sparse-coded non-orthogonal multiple access (NOMA) designs, amenable to receiver-side processing based on peeling decoding. We numerically evaluate the joint effects of sparse signature design and forward-error correction, and characterize the interplay between the system parameters such as signature sparsity, system load, and channel coding rate. The receiver processing is performed in a (turbo-like) fashion where extrinsic information is exchanged between a multi-user-detection module employing peeling decoding, and a forward error correction (FEC) module operating on the level of individual users. As the complexity of the peeling decoding procedure is lower than the general message passing algorithm (MPA) implementation based on belief propagation, it can be particularly attractive for grant-free, nonorthogonal transmissions targeting massive connectivity in the context of the Internet-of-Things.
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