Impact of network effect and congestion effect on price competition among wireless service providers

Mengyuan Zhang, Lei Yang, Xiaowen Gong, Junshan Zhang
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引用次数: 5

Abstract

The rapidly growing popularity of online social services has greatly spurred mobile users' online social interactions, which in turn has boosted their demand for data usage. However, wireless service providers' revenue growth is constrained by the capacity of the physical network infrastructure, and is further challenged by the price competition among different wireless providers. To fully understand the potential benefit brought by social services, we study mobile users' data usage behavior subject to social network effect in the social domain and congestion effect in the physical wireless domain, based on which we explore wireless providers' pricing strategies under competition. In particular, we cast the interactions between mobile users and wireless providers as a two-stage Stackelberg game: In Stage I, each provider decides its pricing strategy to maximize its revenue in competition with other providers' pricing strategies; In Stage II, given the providers' pricing strategies, users choose data usage subject to both social network effect and congestion effects. We analyze the two-stage game using backward induction. For Stage II, we establish the existence and uniqueness of a link demand equilibrium (LDE) under certain conditions. For Stage II, we establish the existence of a mixed strategy pricing equilibrium (PE), and further develop a recursive back-tracking algorithm to find the PE. Our results provide insight on the impact of wireless providers' competition on their revenues.
网络效应和拥塞效应对无线服务提供商价格竞争的影响
在线社交服务的迅速普及极大地刺激了移动用户的在线社交互动,这反过来又推动了他们对数据使用的需求。然而,无线服务提供商的收入增长受到物理网络基础设施容量的限制,并进一步受到不同无线服务提供商之间价格竞争的挑战。为了充分理解社交服务带来的潜在效益,我们在社交领域研究了受社交网络效应影响的移动用户数据使用行为,在物理无线领域研究了受拥塞效应影响的移动用户数据使用行为,并在此基础上探讨了无线运营商在竞争条件下的定价策略。特别是,我们将移动用户和无线提供商之间的互动视为一个两阶段的Stackelberg博弈:在第一阶段,每个提供商决定其定价策略,以在与其他提供商的定价策略竞争中最大化其收入;在第二阶段,根据提供商的定价策略,用户选择的数据使用同时受到社交网络效应和拥塞效应的影响。我们用逆向归纳法分析了两阶段博弈。对于第二阶段,我们在一定条件下建立了链路需求均衡的存在唯一性。对于第二阶段,我们建立了混合策略定价均衡(PE)的存在性,并进一步开发了一种递归回溯算法来寻找PE。我们的研究结果揭示了无线运营商的竞争对其收入的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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