当品牌争夺乐队:认知无线电生态系统中的社会性

A. Wiśniewska, Bilal Khan, Ala Al-Fuqaha, K. Dombrowski, M. A. Shattal
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引用次数: 3

摘要

随着无线设备的不断激增,频谱管理对于健康和正常运行的数字生态系统至关重要。在这里,我们提出了一个关于品牌间关系在认知无线电领域如何在长时间尺度上发展的进化分析。我们发现一系列轨迹是可能的,最终结果取决于各种系统参数,包括用户数量和传输频带切换成本。从以前的生物社会启发的公平频谱共享协议开始,我们提出了一个扩展的二级用户礼仪模型,该模型允许在频谱资源竞争和共同使用的自然过程中出现一系列组间动态。我们的研究表明,随着人口的增长,传输转换成本的增加导致了品牌间对抗的进化压力,在这种情况下,设备倾向于按品牌在不同频段隔离。从进化的角度理解新兴品牌间动态背后的驱动因素,对于分布式频谱接入和认知无线电的成功应用具有重要的长远意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
When brands fight over bands: Sociality in the cognitive radio ecosystem
As wireless devices continue to proliferate, spectrum management is essential to a healthy and functioning digital ecosystem. Here we present an evolutionary analysis of how interbrand relationships can be expected to evolve in the cognitive radio domain over long time scales. We find that a range of trajectories are possible, and that the eventual outcomes depend on a variety of system parameters including the number of users and transmission band switching costs. Starting from previous bio-socially inspired fair spectrum sharing protocols, we put forward an extended model of secondary user etiquette that allows for a range of inter-group dynamics to arise in the natural course of competition over and co-use of spectrum resources. We show that as populations grow, increases in transmission switching costs lead to evolutionary pressures toward increasing antagonism between brands, and that in such scenarios devices tend to segregate by brand across bands. Understanding the drivers behind emerging inter-brand dynamics from an evolutionary perspective is an important input to the long term view of the successful application of distributed spectrum access and cognitive radio.
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