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Cooperative Packet Delivery in Hybrid Wireless Mobile Networks: A Coalitional Game Approach

机译:混合无线移动网络中的协作分组传送:一种联合博弈方法

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We consider the problem of cooperative packet delivery to mobile nodes in a hybrid wireless mobile network, where both infrastructure-based and infrastructure-less (i.e., ad hoc mode or peer-to-peer mode) communications are used. We propose a solution based on a coalition formation among mobile nodes to cooperatively deliver packets among these mobile nodes in the same coalition. A coalitional game is developed to analyze the behavior of the rational mobile nodes for cooperative packet delivery. A group of mobile nodes makes a decision to join or to leave a coalition based on their individual payoffs. The individual payoff of each mobile node is a function of the average delivery delay for packets transmitted to the mobile node from a base station and the cost incurred by this mobile node for relaying packets to other mobile nodes. To find the payoff of each mobile node, a Markov chain model is formulated and the expected cost and packet delivery delay are obtained when the mobile node is in a coalition. Since both the expected cost and packet delivery delay depend on the probability that each mobile node will help other mobile nodes in the same coalition to forward packets to the destination mobile node in the same coalition, a bargaining game is used to find the optimal helping probabilities. After the payoff of each mobile node is obtained, we find the solutions of the coalitional game which are the stable coalitions. A distributed algorithm is presented to obtain the stable coalitions and a Markov-chain-based analysis is used to evaluate the stable coalitional structures obtained from the distributed algorithm. Performance evaluation results show that when the stable coalitions are formed, the mobile nodes achieve a nonzero payoff (i.e., utility is higher than the cost). With a coalition formation, the mobile nodes achieve higher payoff than that when each mobile node acts alone.
机译:我们考虑了在混合无线移动网络中协同分组传送到移动节点的问题,在该混合无线移动网络中,既使用基于基础架构的通信又使用无基础架构的通信(即,ad hoc模式或对等模式)。我们提出了一种基于移动节点之间的联盟形成的解决方案,以在同一联盟中的这些移动节点之间协作地交付数据包。开发了一个联盟游戏来分析合理的移动节点用于协作数据包传递的行为。一组移动节点根据其各自的收益决定加入或退出联盟。每个移动节点的收益是从基站传输到移动节点的数据包的平均传递延迟和该移动节点将数据包中继到其他移动节点所产生的成本的函数。为了找到每个移动节点的收益,制定了马尔可夫链模型,并在移动节点加入联盟时获得了预期的成本和数据包传递延迟。由于预期成本和数据包传递延迟都取决于每个移动节点将帮助同一联盟中的其他移动节点将数据包转发到同一联盟中的目标移动节点的可能性,因此,通过讨价还价博弈来找到最佳帮助概率。获得每个移动节点的收益后,我们找到了联盟博弈的解,即稳定联盟。提出了一种分布式算法来获得稳定的联盟,并使用基于马尔可夫链的分析来评估从分布式算法中获得的稳定的联盟结构。性能评估结果表明,当形成稳定的联盟时,移动节点将实现非零收益(即,效用高于成本)。通过联盟形式,与每个移动节点单独行动相比,移动节点可获得更高的收益。

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