Low vs high spectral efficiency communications with SIC and random access

Asmad Bin Abdul Razzaque, H. K. Qureshi, A. Baiocchi
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Abstract

The interplay of physical layer enhancement due to Successive Interference Cancellation (SIC) and classic random access protocols used in most multi-access communication channels is the object of this paper. Considering the classic representatives of random access protocols, Slotted ALOHA and Channel Sensing Multiple Access (CSMA), we show that two operation regimes can be identified as a function of the communication link spectral efficiency. In case of high levels of spectral efficiency, multi packet reception as granted by SIC is of limited usefulness. The obtained overall sum-rate performance are dominated by the MAC protocol algorithm. On the contrary, for low spectral efficiency levels, sum-rate performance are essentially dependent on physical layer SIC capability, while the MAC protocol is of marginal. Limitations due to limited transmission power level dynamic range are shown to induce unfairness among nodes, i.e., nodes closer to the sink achieve better sum-rate and success probability performance. However, the unfairness issues fades away when the system is driven to work around the sum-rate peak achieved for low spectral efficiency communications. This is a major finding of this work: apparently, SIC can boost performance while still maintaining a fair sharing of the achieved sum-rate performance among nodes, irrespective of the quality of their respective communication channels.
具有SIC和随机接入的低与高频谱效率通信
本文的研究对象是基于连续干扰消除(SIC)的物理层增强与大多数多址通信信道中使用的经典随机接入协议之间的相互作用。考虑随机接入协议的经典代表,有槽ALOHA和信道感知多址(CSMA),我们证明了两种运行机制可以被识别为通信链路频谱效率的函数。在频谱效率高的情况下,由SIC授予的多分组接收的用处有限。所获得的总体和速率性能主要取决于MAC协议算法。相反,对于低频谱效率水平,和速率性能主要取决于物理层SIC能力,而MAC协议则处于边缘地位。由于有限的传输功率电平动态范围的限制导致节点之间的不公平,即靠近sink的节点获得更好的求和速率和成功概率性能。然而,当系统被驱动围绕低频谱效率通信所达到的和速率峰值工作时,不公平问题就消失了。这是这项工作的一个主要发现:显然,SIC可以提高性能,同时仍然保持节点之间实现的和速率性能的公平共享,而不管它们各自通信渠道的质量如何。
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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