具有自私用户的分布式多信道随机接入网络

Ali Ozyagci, Ömer Ileri, J. Zander
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引用次数: 4

摘要

动态频谱接入(Dynamic spectrum access, DSA)方案利用频谱需求随时间和空间的变化,实现频谱资源的共享。然而,集中进行动态频谱分配可能是一项复杂的任务。因此,用户可以独立访问可用通道的分布式方案可能比集中式DSA方案更可取。认知无线电系统使用户终端能够感知他们的环境并相应地形成他们的行动,特别适合于分布式系统。另一方面,分布式方案中的自由给了用户自私行为的选择,这对系统性能有决定性的影响。本文研究了一种分布式多信道无线随机接入系统,其中用户对系统中的信道进行自访问。通过将系统建模为非合作博弈来分析自私用户的行为,并确定了该博弈的所有稳定工作点(纳什均衡)。然后,我们将该系统的性能与许多协作分布式DSA方案在用户效用方面进行了比较。我们的研究结果表明,自私多通道随机接入系统的性能可以与合作方案相媲美。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Distributed multichannel random access networks with selfish users
Dynamic spectrum access (DSA) schemes allow the users to share spectrum resources by taking advantage of the variations in spectrum demand over time and space. Carrying out dynamic spectrum allocation centrally, however, can be a complex task. For this reason, distributed schemes in which users can access the available channels independently may be preferable to centralized DSA schemes. Cognitive radio systems, which enable user terminals to sense their environment and form their action accordingly, are particularly well-suited for distributed systems. On the other hand, the freedom in distributed schemes gives the users the option to act selfishly, which has decisive effects on system performance. In this paper we consider a distributed multichannel wireless random access system where users selfishly access the channels in the system. We analyze the behavior of the selfish users by modeling the system as a non-cooperative game and we identify all stable operating points (Nash equilibria) of this game. We then compare the performance of this system with a number of cooperative distributed DSA schemes in terms of user utilities. Our results show that the performance of the selfish multichannel random access system can be comparable to cooperative schemes.
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