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Social deference and hunger as mechanisms for starvation avoidance in cognitive radio societies

机译:社会尊重和饥饿是认知无线电社会避免饥饿的机制

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Wireless communication is an increasingly ubiquitous and important resource substrate of the digital ecosystem. In the face of the rapid growth in the population of Internet of Things (IoT), however, uncoordinated access to limited resources of radio spectrum is likely to lead to mass starvation. Here we put forward a new bio-social paradigm for cognitive radio, extending previous models in which the secondary users of spectrum alternate stochastically between foraging and consuming behaviors. In this paper, we ask and resolve two questions: (1) What costs and benefits does social deference to the group yield for each of the individuals therein? and (2) Can a notion of individual “hunger” form the basis of a distributed social deference scheme that is free of group coordination costs? Through a series of simulation experiments grounded in a well-specified formal model, we show that social deference improves both the fairness and the reliability of spectrum resource allocation, and moreover, that the concept of individual “hunger” can be used to implement social deference with minimal group coordination overhead. The results have consequences both in suggesting potential improvements for distributed spectrum access, and in understanding the evolutionary pressures on the behaviors of individual devices within emerging digital IoT societies.
机译:无线通信是数字生态系统中越来越普遍且重要的资源基础。然而,面对物联网(IoT)人口的快速增长,对无线电频谱有限资源的不协调访问很可能导致大规模饥饿。在这里,我们提出了一种新的认知无线电生物社会范式,扩展了以前的模型,在该模型中,频谱的次要用户在觅食和消费行为之间随机交替。在本文中,我们提出并解决了两个问题:(1)社会对其中每个人的群体收益有何奉献? (2)个人“饥饿”的概念是否可以构成无团体协调费用的分布式社会尊重计划的基础?通过在规范化的正式模型基础上进行的一系列模拟实验,我们表明,社会尊敬可以提高频谱资源分配的公平性和可靠性,此外,个人“饥饿”的概念可以用来实现社会尊敬以最小的组协调开销。结果对建议在分布式频谱接入方面的潜在改进以及理解新兴数字物联网社会中单个设备的行为所面临的进化压力都产生了影响。

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