Can dynamic spectrum access induce heavy tailed delay?

Pu Wang, I. Akyildiz
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引用次数: 9

Abstract

Dynamic Spectrum Access (DSA) allows secondary users (SUs) to opportunistically transmit when the channels belonging to primary users (PUs) are idle. This paper provides an asymptotic analysis of the transmission delay experienced by SUs for DSA networks. It is shown that DSA induces only light-tailed delay as long as both the busy time of PU channels and the message size of SUs are light-tailed. On the contrary, if either the busy time or the message size is heavy tailed, then the SUs' transmission delay is heavy tailed. For this latter case, it is proven that if one of either the busy time or the message size is light-tailed and the other is regularly varying with index α, then the transmission delay is regularly varying with the same index α. As a consequence, the delay has an infinite mean provided α <1 and an infinite variance provided α <2. Furthermore, if both the busy time and the message size are regularly varying with index α and α, respectively, then the tail distribution of the delay is as heavy as the one with the smaller index. Moreover, the impact of spectrum mobility and multi-radio diversity on the delay performance of SUs is studied. It is shown that the spectrum mobility can mitigate the heavy tailed delay of SUs, while the use of multiple radio interfaces may aggravate it.
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动态频谱接入会导致重尾延迟吗?
动态频谱接入(Dynamic Spectrum Access, DSA)是指当主用户(pu)的信道空闲时,从用户(su)可以趁机进行传输。本文给出了DSA网络中单节点传输延迟的渐近分析。结果表明,只要PU通道的繁忙时间和su的消息大小都是轻尾的,DSA只会引起轻尾延迟。相反,如果繁忙时间或消息大小中有一个是重尾,则单个单元的传输延迟是重尾。对于后一种情况,证明了如果忙碌时间或消息大小中的一个是轻尾的,另一个随索引α有规律变化,则传输延迟随相同的索引α有规律变化。因此,当α <1时,延迟的均值为无穷大,当α <2时,延迟的方差为无穷大。此外,如果繁忙时间和消息大小分别随索引α和α有规律地变化,则延迟的尾部分布与索引较小的尾部分布一样重。此外,还研究了频谱迁移率和多无线电分集对SUs延迟性能的影响。研究表明,频谱迁移可以减轻单节点的重尾延迟,而使用多个无线电接口可能会加重单节点的重尾延迟。
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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