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Distributed Dynamic Spectrum Access in Multichannel Random Access Networks with Selfish Users

机译:自私用户的多信道随机接入网络中的分布式动态频谱接入

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Dynamic spectrum allocation schemes enable users to share spectrum resources by exploiting the variations in spectrum demand over time and space. Performing dynamic spectrum allocation centrally can be prohibitively complex. Therefore distributed schemes in which users can access the available channels independently may be preferable to centralized allocation. However, in distributed dynamic spectrum access, the lack of central coordination makes it difficult to utilize the system resources efficiently. Furthermore, if some or all of the users decide to deviate selfishly from the commonly agreed access procedure, this may have a decisive effect on system performance. In this paper we investigate the effect of incomplete information and selfish behavior on system performance in wireless access systems. We extend previous work by studying a distributed multichannel wireless random access system. Using a game-theoretic approach, we analyze the behavior of users in the selfish system and derive the transmission strategies at the Nash equilibrium. Our results show that lack of information leads to substantial degredation in performance of cooperative systems. We also show that there is a large incentive for selfish behavior in such cooperative systems. Selfish behavior of all users, however, causes further performance degradation, particularly in high load settings.
机译:动态频谱分配方案使用户能够利用频谱需求随时间和空间的变化来共享频谱资源。集中执行动态频谱分配可能非常复杂。因此,用户可以独立访问可用信道的分布式方案可能比集中式分配更好。但是,在分布式动态频谱访问中,缺乏中央协调使得难以有效地利用系统资源。此外,如果某些或所有用户决定自私地偏离普遍同意的访问程序,则这可能对系统性能产生决定性影响。在本文中,我们研究了不完整信息和自私行为对无线访问系统中系统性能的影响。我们通过研究分布式多通道无线随机接入系统来扩展先前的工作。使用博弈论方法,我们分析了自私系统中用户的行为,并得出了纳什均衡时的传播策略。我们的结果表明,缺乏信息会导致协作系统的性能大幅下降。我们还表明,在这样的合作系统中,存在很大的自私行为诱因。但是,所有用户的自私行为都会导致性能进一步下降,尤其是在高负载设置中。

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