UAV-Based Ubiquitous Network Access: A Game Theoretic Analysis

Garmani, Hamid; Omar, Driss Ait; Baslam, Mohamed; Kamili, Mohamed El

doi:10.1109/globecom38437.2019.9013938

Cited by 5 publications

(3 citation statements)

References 21 publications

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“…e third term v j (N − k j )B j is the bandwidth cost. e quality of service q s j defined as the expected delay is computed by the Kleinrock function (see [50,51]):…”

Section: Demand Modelmentioning

confidence: 99%

Analysis of the Chaotic Dynamics Duopoly Game of ISPs Bounded Rational

Amrani

Garmani

Omar

et al. 2022

Discrete Dynamics in Nature and Society

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We propose in this paper an investigation of the dynamical behaviors of a duopoly model with two Internet services providers (ISPs). The competition between them is assumed to take place in terms of their pricing decisions and their number of cached items. According to the ISPs’ rationality level, we consider a scenario where both ISPs are bounded rational. Each ISP in any period uses the marginal profit observed from the previous period to choose its strategies. We compute explicitly the steady states of the dynamic system induced by bounded rationality and establish a necessary and sufficient condition for the stability of its Nash equilibrium (NE). Numerical simulations show that if some parameters of the model are varied, the stability of the NE point is lost and the complex (periodic or chaotic) behavior occurs. The chaotic behavior of the system is stabilized on the NE point by applying control.

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“…e third term v j (N − k j )B j is the bandwidth cost. e quality of service q s j defined as the expected delay is computed by the Kleinrock function (see [50,51]):…”

Section: Demand Modelmentioning

confidence: 99%

Analysis of the Chaotic Dynamics Duopoly Game of ISPs Bounded Rational

Amrani

Garmani

Omar

et al. 2022

Discrete Dynamics in Nature and Society

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“…e fourth term υ k B k is the investment of ISP k , where υ k is a cost per unit of requested bandwidth and B k is the backhaul bandwidth. e QoS q s f is defined as the expected delay computed by the Kleinrock function (see [38,39]):…”

Section: Utility Model Of the Ispmentioning

confidence: 99%

Analyzing the Dynamic Data Sponsoring in the Case of Competing Internet Service Providers and Content Providers

Amrani

Garmani

Omar

et al. 2021

Mobile Information Systems

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With a sponsored content plan on the Internet market, a content provider (CP) negotiates with the Internet service providers (ISPs) on behalf of the end-users to remove the network subscription fees. In this work, we have studied the impact of data sponsoring plans on the decision-making strategies of the ISPs and the CPs in the telecommunications market. We develop game-theoretic models to study the interaction between providers (CPs and ISPs), where the CPs sponsor content. We formulate the interactions between the ISPs and between the CPs as a noncooperative game. We have shown the existence and uniqueness of the Nash equilibrium. We used the best response dynamic algorithm for learning the Nash equilibrium. Finally, extensive simulations show the convergence of a proposed schema to the Nash equilibrium and show the effect of the sponsoring content on providers’ policies.

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“…Game theory [12] has been widely used in wireless networks for modeling and analyzing the competitive interactions among different network entities (e.g., [13], [14]). The game theory formulated interaction with main incentive structures.…”

Section: Introductionmentioning

confidence: 99%