Title :
Analysing user satisfaction in next generation networks for multimedia multicast transmission
Author :
Ahmed, Iffat ; Petlund, Andreas
Author_Institution :
Simula Res. Lab., Univ. of Oslo, Oslo, Norway
Abstract :
Video users in a multicast group may be highly heterogeneous in terms of individual channel conditions and requirements for video transmission, making it a challenging task for the network to optimally configure the resource management. In this paper, we consider a mathematical model for the choice of the optimum number of transmission opportunities, based on a Markov chain representation of the wireless channel, where each channel state is associated to a different quality corresponding to a choice of video layer and Modulation and Coding Scheme (MCS). In case of multicast transmissions, the selection of the video layer is based on the aggregate channel conditions of all users and a collection of coordination rules. We evaluate how the cross-layer optimisation performs and we also define a taxonomy of user quality perception. We further investigate how users´ satisfaction levels vary in the multicast session. Performance evaluation results show that cross-layer optimisation significantly outperforms sequential and independent scheme for multicast video transmissions, conforming the strong need for cross-layer solutions in video transmission, however, this improvement is heavily related to the resource allocation policy of the operator.
Keywords :
Markov processes; modulation coding; multicast communication; multimedia communication; optimisation; quality of experience; resource allocation; video coding; video communication; wireless channels; MCS; Markov chain representation; aggregate channel conditions; channel state; coordination rules; cross-layer optimisation; cross-layer solutions; mathematical model; modulation and coding scheme; multicast group; multicast session; multicast video transmissions; multimedia multicast transmission; next generation networks; resource allocation policy; resource management; user quality perception; user satisfaction; users satisfaction levels; video layer selection; wireless channel; Base stations; Delays; Optimization; Resource management; Static VAr compensators; Streaming media; Unicast; Video; channel rate; multicast; user satisfaction;
Conference_Titel :
Quality of Multimedia Experience (QoMEX), 2015 Seventh International Workshop on
Conference_Location :
Pylos-Nestoras
DOI :
10.1109/QoMEX.2015.7148148