Title :
Application-driven cross layer optimization for wireless networks using MOS-based utility functions
Author :
Thakolsri, Srisakul ; Kellerer, Wolfgang ; Steinbach, Eckehard
Author_Institution :
DOCOMO Euro-Labs., Munich, Germany
Abstract :
This paper discusses a Quality of Experience (QoE) driven cross-layer optimization framework for efficient network resource allocation in wireless networks. The proposed scheme jointly optimizes the application layer and the lower layers of the wireless protocol stack with the aim of improving the user´s QoE. The Mean Opinion Score (MOS) is used as a common metric for user-perceived quality in the optimization scheme. Three different QoE-based optimization schemes are compared to a throughput maximization scheme and a non-optimized system. We perform simulations using a software implementation of a developed HSDPA system. Results show that the MOS-based approaches lead to significant improvements of user perceived quality.
Keywords :
optimisation; protocols; radio networks; application-driven cross layer optimization; cross-layer optimization framework; mean opinion score; network resource allocation; optimization scheme; quality of experience; user perceived quality; user-perceived quality; utility function; wireless network; wireless protocol stack; Cross layer design; Delay; Mobile communication; Multiaccess communication; Resource management; Streaming media; Throughput; Traffic control; Transcoding; Wireless networks;
Conference_Titel :
Communications and Networking in China, 2009. ChinaCOM 2009. Fourth International Conference on
Conference_Location :
Xian
Print_ISBN :
978-1-4244-4337-6
Electronic_ISBN :
978-1-4244-4337-6
DOI :
10.1109/CHINACOM.2009.5339767