4G异构无线网络中的非合作博弈论垂直切换

Qianbin Chen, Wei-Guang Zhou, Rong Chai, Lun Tang, Ya-Lai Zhao
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引用次数: 7

摘要

主动切换有望成为4G异构无线系统的显著特征之一,它明显不同于传统蜂窝系统中普遍存在的被动切换。拥有多网络接口终端的用户可以以最小的费用主动、轻松地切换到接入网以获得更好的QoS满意度,另一方面,服务提供商为了吸引更多的用户以实现利润最大化,将面临更加激烈的竞争。本文将竞争供应商与用户之间的关系建模为非合作博弈,得到了竞争供应商提供的最佳响应价格所对应的纳什均衡解。基于最优价格,提出了一种最大化用户性价比的垂直切换算法。数值结果表明,所有的服务提供商都能从纳什均衡结果中获得最大的利润,同时保证网络利用效率和用户QoS。
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A noncooperative game-theoretic vertical handoff in 4G heterogeneous wireless networks
Proactive handoff is expected to be one of the distinct feature of 4G heterogeneous wireless systems, which is obviously different from the passive handoff commonly existed in traditional cellular systems. Users with multi-network interface terminals can actively and easily handoff to access network for better QoS satisfaction at a minimum expense, on the other hand, service providers (SPs) will have to face more intense competition for attracting more users to maximize their profits. In this paper, the relationship between competitive SPs and users is modeled as a noncooperative game, and the Nash equilibrium solutions corresponding to the best response price offered by SP are obtained. Based on the optimal prices, a novel vertical handoff algorithm for maximizing user performance-price-ratio is proposed. Numerical results demonstrate that all SPs can attain maximal profits from the Nash equilibrium results, and both of the network utilization efficiency and user QoS can be guaranteed.
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