Queue length violation probability, i.e., the tail distribution of the queue length, is a widely used statistical quality-of-service (QoS) metric in wireless communications. Characterizing and optimizing the queue length violation probability have great significance in time sensitive networking (TSN) and ultra reliable and low-latency communications (URLLC). However, it still remains an open problem. In this paper, we put our focus on the analysis of the tail distribution of the queue length from the perspective of cross-layer design in wireless link transmission. We find that, under the finite average power consumption constraint, the queue length violation probability can achieve zero with diversity gains, while it can have a linear-decay-rate exponent according to large deviation theory (LDT) with limited receiver sensitivity. Besides, we find that the arbitrary-decay-rate queue length tail distribution with the finite average power consumption exists in the Rayleigh fading channel. Then, we generalize the sufficient conditions for the communication system belonging to these three scenarios, respectively. Moreover, we apply the above results to analyze the wireless link transmission in the Nakagami-m fading channel. Numerical results with approximation validate our analysis.
翻译:切换长度违反概率, 即队列长度的尾部分布, 是无线通信中广泛使用的统计质量( Qos) 标准。 描述和优化队列违反概率在时间敏感网络( TSN) 和超可靠和低长通信( URLLC) 中意义重大。 但是, 仍然是一个尚未解决的问题 。 在本文中, 我们从无线链接传输中跨层设计的角度, 集中分析队列长度的尾部分布 。 我们发现, 在有限的平均电力消耗平均限制下, 队列违反概率可以达到零, 而根据大型偏差理论( LDT), 且接收者敏感度有限, 可以实现线性减速率超速。 此外, 我们发现, Raylei fading 频道存在任意减速的队列尾部分布, 且平均电量有限。 然后, 我们把属于这三种情景的通信系统的足够条件概括化。 此外, 我们运用上述结果来分析 Nakgami- mfing 频道的无线链接传输传输率分析结果 。 Nummericalalalalalalalalal 。