Name
Abstract | ||
|---|---|---|
The delivery of three-dimensional immersive media to individual users remains a highly challenging problem due to the large amount of data involved, diverse network characteristics, and user terminal requirements, as well as user's context. This paper proposes a framework for quality of experience-aware delivering of three-dimensional video across heterogeneous wireless networks. The proposed architecture combines a Media-Aware Proxy (application layer filter), an enhanced version of IEEE 802.21 protocol for monitoring key performance parameters from different entities and multiple layers, and a QoE controller with a machine learning-based decision engine, capable of modelling the perceived video quality. The proposed architecture is fully integrated with the Long Term Evolution Enhanced Packet Core networks. The paper investigates machine learning-based techniques for producing an objective QoE model based on parameters from the physical, the data link, and the network layers. Extensive test-bed experiments and statistical analysis indicate that the proposed framework is capable of modelling accurately the impact of network impairments to the perceptual quality of three-dimensional video user. |
Year | DOI | Venue |
|---|---|---|
2016 | 10.1155/2016/4913216 | MOBILE INFORMATION SYSTEMS |
Field | DocType | Volume |
Wireless network,Control theory,Architecture,Application layer,Computer science,Network packet,Decision support system,Computer network,Video quality,Data link,Distributed computing | Journal | 2016 |
ISSN | Citations | PageRank |
1574-017X | 1 | 0.38 |
References | Authors | |
20 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Ilias Politis | 1 | 187 | 23.75 |
| Asimakis Lykourgiotis | 2 | 28 | 4.54 |
| Tasos Dagiuklas | 3 | 381 | 50.51 |