机器对机器通信的编码开槽Aloha (CSA)方案

Jinhong Yuan
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引用次数: 1

摘要

对于未来的机器对机器通信(M2M),需要高效的随机多址协议来适应大量的不协调传输。在非协调传输中,分组争用是提高吞吐量的关键问题。因此,如何处理分组竞争是未来无线通信网络高效多址方案的关键。在这次演讲中,我们研究了未来机器对机器的随机多址方案和编码技术的设计和分析。在包擦除信道和槽擦除信道下,采用重复码和最大距离可分离码设计了最优的编码槽Aloha (CSA)方案。给出了CSA方案吞吐量的上界。结果表明,我们的最优分布显著提高了CSA方案的最大流量负载和吞吐量。此外,我们提出了一种高斯消除(GE)辅助连续干扰消除(SIC)解码(GE-SIC)方法,以进一步提高CSA方案的吞吐量。我们证明,通过引入GE解码来恢复SIC解码无法解码的数据包,CSA方案的峰值吞吐量可高达90%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coded slotted Aloha (CSA) schemes for machine-to-machine communications
For the future machine-to-machine communications (M2M), efficient random multiple access protocols are required to accommodate a massive number of uncoordinated transmissions. It is known that packet contention is a critical issue for increasing the throughput in the uncoordinated transmissions. Thus, how to deal with packet contentions is the key for novel efficient multiple access schemes of future wireless communication networks. In this talk, we investigate the design and analysis of random multiple access schemes and coding techniques for the future machine to machine. We design the optimal coded slotted Aloha (CSA) scheme with repetition codes and maximum distance separable (MDS) codes under both packet erasure channels and slot erasure channels. We derive an upper bound on the throughput of CSA scheme. We show that our optimal distributions improve the maximum traffic load and enhance the throughput of the CSA scheme significantly. Moreover, we propose a Gaussian elimination (GE) aided successive interference cancelation (SIC) decoding (GE-SIC) method to further improve the throughput of the CSA scheme. We demonstrate that by introducing the GE decoding to recover packets that cannot be decoded by the SIC decoding, the peak throughput of CSA scheme can reach as high as 90%.
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