基于博弈论的合作通信中继选择技术

M. Nazir, Nandana Rajatheva
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引用次数: 14

摘要

本文讨论了协作通信无线网络中路由或中继选择的优化问题。如果没有中继节点的最优选择,整个网络系统的性能或服务质量(QoS)就无法实现。本文分析了m个中继、n个源节点时的网络性能。通过只考虑半双工模式下的4个节点来测量仿真结果。上述技术可以在全双工模式下进一步应用于四个以上节点。因此,通过考虑问题子集的最优性能路由,可以进一步应用于整个无线网络。利用博弈论和算法中的传统技术和算法,在这一领域已经有了大量的工作。本文讨论了三种节点类型(源节点、中继节点和目的节点)的场景。在许多常见的情况下,额外的中继选择或路由会导致系统性能下降[braess悖论]。这些类型的场景可以使用传统交通工程领域的技术进行分析。动态中继选择对系统性能的提高起着重要的作用。无线网络方法中的贪心方法导致纳什均衡可能是次优的但不是最优的。应用博弈论方法对继电器选择过程进行优化,从整体上提高系统性能。因此,本文的主要目的是提出一种利用优化和博弈论技术解决合作通信中中继选择问题的算法方法。结果表明,在开放竞争市场中,以买方/卖方为代表的竞争用户之间的带宽分配和纳什均衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Relay Selection Techniques in Cooperative Communication Using Game Theory
In this paper, the optimized routing or relay selection is discussed for the Cooperative Communication wireless networks. The whole network system performance or Quality of Service (QoS) can not be achieved without the optimal selection of the relay nodes. For this paper, the network performance is analyzed for m number of relays for n number of source nodes. The simulation results are measured by considering four nodes only in half duplex mode. The mentioned techniques can further be applied to more than four nodes in full duplex mode. So, by considering the optimal performance routing for a subset of problem, which can be further applied to whole wireless network. There have been a lot of works in this domain taking advantages from the traditional techniques and algorithms from Game Theory and Algorithms. This paper discusses the scenario of three types of nodes (Source, Relay & Destination). There are many common scenarios in which the additional relay selection or route leads to degrade in the system performance [Braesss Paradox]. And these type of scenarios can be analyzed by using techniques from traditional traffic engineering domain. Dynamic relay selection plays an important role for the increase in system performance. The greedy approach in the wireless network approach leads toward the Nash Equilibrium which may be suboptimal but not optimal. The relay selection procedure can be optimized with application of game theoretic approach to increase the system performance, as a whole. So, the main objective is to present and algorithmic approach to solving the Relay Selection in Cooperative Communication using techniques from Optimization and Game Theory for amplify-and-forward case. The results shows the bandwidth allocation and Nash Equilibrium among the competing users represented as buyer/seller in the open competition market.
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