QoE and throughput aware radio resource allocation algorithm in LTE network with users using different applications

Recently, multimedia communication by smart-phones and tablets via mobile networks have become popular in daily life. Therefore, an effective method to use the limited wireless resources is necessary. When using wireless resources among multiple users, the schedulers allocate resources to each user. When allocating resources, assuring quality of experience (QoE) and achieving high system throughput are fundamental. In this paper, we present a two-step radio resource allocation algorithm for the downlink of a long term evolution (LTE) network, by taking into account the user's and the service provider's perspective. At the first step, it allocates resources dynamically to each user so that a minimum QoE is guaranteed for every user. In the second step, it allocates resources dynamically to improve the system throughput while achieving a high-level of QoE. We show that our proposed algorithm achieves a higher level of QoE than the conventional allocation algorithms based on quality of service (QoS) metrics, as well as a higher throughput compared to the conventional allocation algorithms based on QoE.

[1]  Xuemin Shen,et al.  Design of Fair Weights for Heterogeneous Traffic Scheduling in Multichannel Wireless Networks , 2010, IEEE Transactions on Communications.

[2]  Halim Yanikomeroglu,et al.  Optimal tradeoff between efficiency and Jain's fairness index in resource allocation , 2012, 2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC).

[3]  Erik G. Larsson Optimal OFDMA Downlink Scheduling Under a Control Signaling Cost Constraint , 2010, IEEE Transactions on Communications.

[4]  Yuehong Gao,et al.  QoE Model Based Optimization for Streaming Media Service Considering Equipment and Environment Factors , 2012, Wireless Personal Communications.

[5]  Fabrizio Granelli,et al.  A QoE-Oriented Strategy for OFDMA Radio Resource Allocation Based on Min-MOS Maximization , 2011, IEEE Communications Letters.

[6]  Giuseppe Piro,et al.  Downlink Packet Scheduling in LTE Cellular Networks: Key Design Issues and a Survey , 2013, IEEE Communications Surveys & Tutorials.

[7]  Vlado Menkovski,et al.  Online QoE prediction , 2010, 2010 Second International Workshop on Quality of Multimedia Experience (QoMEX).

[8]  Lea Skorin-Kapov,et al.  Survey and Challenges of QoE Management Issues in Wireless Networks , 2013, J. Comput. Networks Commun..