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Auction-Stackelberg game framework for access permission in femtocell networks with multiple network operators

机译:Auction-Stackelberg游戏框架,用于具有多个网络运营商的毫微微小区网络中的访问权限

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摘要

With the explosive growth of indoor data traffic in forthcoming fifth generation cellular networks, it is imperative for mobile network operators to improve network coverage and capacity. Femtocells are widely recognized as a promising technology to address these demands. As femtocells are sold or loaned by a mobile network operator (MNO) to its residential or enterprise customers, MNOs usually employ refunding scheme to compensate the femtocell holders (FHs) providing indoor access to other subscribers by configuring the femtocell to operate in open or hybrid access mode. Due to the selfishness nature, competition between network operators as well as femtocell holders makes it challenging for operators to select appropriate FHs for trading access resources. This inspires us to develop an effective refunding framework, with aim to improve overall network resource utilization, through promoting FHs to make reasonable access permission for well-matched macro users. In this paper, we develop a two-stage auction-Stackelberg game (ASGF) framework for access permission in femtocell networks, where MNO and mobile virtual network operator lease access resources from multiple FHs. We first design an auction mechanism to determine the winner femtocell that fulfils the access request of macro users. We next formulate the access permission problem between the winner femtocell and operators as a Stackelberg game, and theoretically prove the existence of unique equilibrium. As a higher system payoff can be gained by improving individual players' payoff in the game, each player can choose the best response to others' action by implementing access permission, while avoiding solving a complicated optimization problem. Numerical results validate the effectiveness of our proposed ASGF based refunding framework and the overall network efficiency can be improved significantly.
机译:随着即将到来的第五代蜂窝网络中室内数据流量的爆炸性增长,移动网络运营商必须提高网络覆盖范围和容量。毫微微小区被公认为解决这些需求的有前途的技术。当移动网络运营商(MNO)将毫微微小区出售或借给其住宅或企业客户时,MNO通常采用退款方案,通过将毫微微小区配置为以开放或混合方式运行,以补偿向其他订户提供室内接入的毫微微小区持有人(FH)访问模式。由于自私的性质,网络运营商与毫微微蜂窝基站持有者之间的竞争使得运营商选择合适的FH来交易接入资源具有挑战性。这激发了我们开发有效的退款框架,旨在通过促进FH为匹配的宏用户提供合理的访问权限来提高整体网络资源利用率。在本文中,我们为毫微微小区网络中的访问权限开发了一个两阶段拍卖-Stackelberg游戏(ASGF)框架,其中MNO和移动虚拟网络运营商从多个FH租用访问资源。我们首先设计一种拍卖机制来确定满足宏用户访问请求的获胜者毫微微小区。接下来,我们将获胜者的毫微微小区与运营商之间的访问许可问题表述为Stackelberg博弈,并从理论上证明存在唯一均衡。由于可以通过提高游戏中单个玩家的收益来获得更高的系统收益,因此每个玩家都可以通过实施访问权限来选择对他人行为的最佳响应,同时避免解决复杂的优化问题。数值结果验证了我们提出的基于ASGF的退款框架的有效性,整体网络效率可以得到显着提高。

著录项

  • 来源
    《Wireless Networks》 |2018年第5期|1525-1541|共17页
  • 作者单位

    Univ Elect Sci & Technol China, Natl Key Lab Sci & Technol Commun, Chengdu 611731, Sichuan, Peoples R China;

    Univ Elect Sci & Technol China, Natl Key Lab Sci & Technol Commun, Chengdu 611731, Sichuan, Peoples R China;

    Univ Elect Sci & Technol China, Natl Key Lab Sci & Technol Commun, Chengdu 611731, Sichuan, Peoples R China;

    Univ Elect Sci & Technol China, Natl Key Lab Sci & Technol Commun, Chengdu 611731, Sichuan, Peoples R China;

    Sichuan Normal Univ, Sch Phys & Elect Engn, Chengdu 610101, Sichuan, Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Femtocell; Mobile network operator; Mobile virtual network operator; Access permission; Auction; Stackelberg game;

    机译:Femtocell;移动网络运营商;移动虚拟网络运营商;访问权限;拍卖;Stackelberg游戏;

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