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Coalition Games with Cooperative Transmission: A Cure for the Curse of Boundary Nodes in Selfish Packet-Forwarding Wireless Networks

机译:合作传输联盟游戏:自私分组转发无线网络中边界节点诅咒治愈

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In wireless packet-forwarding networks with selfish nodes, applications of a repeated game can induce the nodes to forward each others' packets, so that the network performance can be improved. However, the nodes on the boundary of such networks cannot benefit from this strategy, as the other nodes do not depend on them. This problem is sometimes known as the curse of the boundary nodes. To overcome this problem, an approach based on coalition games is proposed, in which the boundary nodes can use cooperative transmission to help the backbone nodes in the middle of the network. In return, the backbone nodes are willing to forward the boundary nodes' packets. The stability of the coalitions is studied using the concept of a core. Then two types of fairness, namely, the min-max fairness using nucleolus and the average fairness using the Shapley function are investigated. Finally, a protocol is designed using both repeated games and coalition games. Simulation results show how boundary nodes and backbone nodes form coalitions together according to different fairness criteria. The proposed protocol can improve the network connectivity by about 50%, compared with pure repeated game schemes.
机译:在具有自私节点的无线数据包转发网络中,重复游戏的应用可以诱导节点以转发彼此的分组,从而可以提高网络性能。然而,这些网络的边界上的节点不能受益于此策略,因为其他节点不依赖于它们。此问题有时被称为边界节点的诅咒。为了克服这个问题,提出了一种基于联盟游戏的方法,其中边界节点可以使用协作传输来帮助网络中间的骨干节点。作为返回,骨干节点愿意转发边界节点的数据包。使用核心的概念研究了联盟的稳定性。然后,研究了两种类型的公平,即使用核仁的最大公平和使用福利功能的平均公平。最后,使用重复的游戏和联盟游戏设计了一个协议。仿真结果显示边界节点和骨干节点如何根据不同的公平标准在一起形成联盟。与纯重复的游戏方案相比,所提出的协议可以将网络连接提高约50%。

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