QoE-Sensitive Economic Pricing Model for Wireless Multimedia Communications Using Stackelberg Game

With the advances in wireless multimedia communication technologies and the rise in end- user experience expectations, meeting the Quality of Experience (QoE) requirements of the mobile multimedia user has become challenging for content providers and wireless carriers. In this research, we chalk up a QoE-sensitive multimedia data pricing economic model, by pricing the quality of the data rather than the quantity of the data. Utility maximization problem between the content provider (sells multimedia content), wireless carrier (provides transmission service) and the mobile user (requests multimedia data) is modeled using the proposed framework. We then formulate the aforementioned problem as a two-stage Stackelberg game and derive the Nash Equilibrium using backward induction method. Simulation study show that each player can obtain optimal strategy where the Stackelberg equilibrium exists stably. Finally, the proposed smart pricing mechanism was tested against the traditional uniform pricing scheme and the results indicate that better utilities can be achieved by leveraging the proposed scheme.

[1]  Lingfen Sun,et al.  QoE Prediction Model and its Application in Video Quality Adaptation Over UMTS Networks , 2012, IEEE Transactions on Multimedia.

[2]  Derrick Wing Kwan Ng,et al.  Key technologies for 5G wireless systems , 2017 .

[3]  Wei Wang,et al.  Context-aware QoE-price equilibrium for wireless multimedia relay communications using stackelberg game , 2017, 2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

[4]  Wei Wang,et al.  A Generalized Best-Response Smart Media Pricing Economic Model for Wireless Multimedia Communications , 2019, 2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC).

[5]  Wei Wang,et al.  Price the QoE, Not the Data: SMP-Economic Resource Allocation in Wireless Multimedia Internet of Things , 2018, IEEE Communications Magazine.

[6]  Takanori Hayashi,et al.  Parametric Packet-Layer Model for Monitoring Video Quality of IPTV Services , 2008, 2008 IEEE International Conference on Communications.

[7]  Ken Binmore,et al.  Mathematical analysis : a straightforward approach , 1982 .

[8]  Michael Devetsikiotis,et al.  An overview of pricing concepts for broadband IP networks , 2000, IEEE Communications Surveys & Tutorials.

[9]  Chi Zhang,et al.  The impact of bitrate and GOP pattern on the video quality of H.265/HEVC compression standard , 2018, 2018 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC).

[10]  Hongbo Zhu,et al.  Smart Media Pricing (SMP): Non-uniform packet pricing game for wireless multimedia communications , 2016, 2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

[11]  Mianxiong Dong,et al.  Game Theoretic Resource Allocation in Media Cloud With Mobile Social Users , 2016, IEEE Transactions on Multimedia.