학술논문

QoE-based Cross-Layer Optimization for video delivery in Long Term Evolution mobile networks
Document Type
Conference
Source
2011 The 14th International Symposium on Wireless Personal Multimedia Communications (WPMC) Wireless Personal Multimedia Communications (WPMC), 2011 14th International Symposium on. :1-5 Oct, 2011
Subject
Computing and Processing
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Streaming media
Resource management
Wireless communication
Bandwidth
Adaptation models
Optimized production technology
Language
ISSN
1347-6890
1882-5621
Abstract
In this paper, we apply a Quality of Experience (QoE) based Cross-Layer Optimization (CLO) framework for efficiently allocating the network resources for video delivery in LTE mobile networks. Conventionally, the objective function aims to maximize the average user-perceived quality of all users by jointly optimizing the application layer and the lower layers of the radio communication system. We extend the conventional objective function by a new constraint that allows the network operator to set its policy to provide the video service with a target average video quality. The Mean Opinion Score (MOS) is used to indicate the user satisfaction of the video service. A comparison between our approach, an Application-Layer Rate Adaptation (ALRA) and a non-optimized LTE system is done by performing simulations using an OPNET LTE simulator. Results show that our QoE-based approaches lead to significant improvements of user-perceived quality, and additionally to significant bandwidth savings in the case of target mean MOS approach.