二进制加法器信道上IRSA的稀疏随机组合矩阵

IF 4.4 3区 计算机科学 Q2 TELECOMMUNICATIONS
Xinwei Zhao;Xiao Ma
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引用次数: 0

摘要

本文提出了一种使用稀疏随机组合矩阵作为码本的二进制加法器信道(BAC)的增强不规则重复开槽ALOHA (IRSA)方案。现有的用于BAC的IRSA方案依赖于密集的伯努利矩阵作为码本,难以解决大量的碰撞,主要是由于码本的高密度。为了解决这个问题,我们引入了一个使用稀疏随机组合矩阵的码本结构,其中每个码字是一个恰好有d个1的二进制向量,优化以最大化碰撞分辨率能力。此外,该方案利用码本固有的稀疏性和组合结构消除导频符号。数值仿真结果表明,该算法具有较高的解码阈值和较好的平均和速率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sparse Random Combinatorial Matrices for IRSA Over the Binary Adder Channel
This letter proposes an enhanced irregular repetition slotted ALOHA (IRSA) scheme for the binary adder channel (BAC) using sparse random combinatorial matrices as codebooks. Existing IRSA schemes for the BAC, which rely on dense Bernoulli matrices as codebooks, struggle to resolve a large number of collisions, primarily due to the high density of the codebook. To address it, we introduce a codebook construction using sparse random combinatorial matrices, where each codeword is a binary vector with exactly d ones, optimized to maximize the collision resolution capabilities. Furthermore, the proposed scheme eliminates pilot symbols by leveraging the codebook’s inherent sparsity and combinatorial structure. Numerical simulations show that the proposed scheme achieves a higher decoding threshold and superior average sum rate compared to existing schemes, thanks to its enhanced collision resolution capabilities.
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来源期刊
IEEE Communications Letters
IEEE Communications Letters 工程技术-电信学
CiteScore
8.10
自引率
7.30%
发文量
590
审稿时长
2.8 months
期刊介绍: The IEEE Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of communication over different media and channels including wire, underground, waveguide, optical fiber, and storage channels. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of communication systems.
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