Abstract
In this paper, we consider mobile multimedia services delivered over a UMTS network. In this convergent scenario, low level error recovery mechanisms of the access network entail that almost all packet losses are caused by frames arriving at the receiver later than the playout time. Our aim is to find a simplified yet realistic expression for the statistics of the end–to–end delay in order to characterize related application level losses and infer resulting Quality of Experience (QoE). We present a simple and easy to implement model based on empirically obtained parameters that quantitatively reflects the statistical properties of delay. We apply the model to estimate the behavior of application level losses and delay which are the key factors while forecasting QoE in VoIP. Obtained results prove the suitability of the model to be integrated in cross–layer adaptation mechanisms and its utility for dimensioning VoIP playout buffers is also tested.
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Bacioccola, A., Cicconetti, C., Stea, G.: User-level performance evaluation of VoIP using ns-2. In: Proc. of the 2nd International Conference on Performance Evaluation Methodologies and Tools. ICST (2007)
Schwartz, M.: Telecommunication networks: protocols, modeling and analysis. Addison-Wesley Longman Publishing Co., Inc., Boston (1986)
3rd Generation Partnership Project.: Ts 25.322: rlc protocol specification (2009), http://www.3gpp.org/ftp/Specs/html-info/25322.htm
3rd Generation Partnership Project.: Ts. 25.331: radio resource control (rrc), protocol specification (2009), http://www.3gpp.org/ftp/Specs/html-info/25331.htm
Gilbert, E.: Capacity of a burst-noise channel. Bell Systems Technical Journal 39(5), 1253–1265 (1960)
Elliott, E.: Estimates of error rates for codes on burst-noise channels. Bell Syst. Tech. J. 42(9), 1977–1997 (1963)
Karner, W., Nemethova, O., Svoboda, P., Rupp, M.: Link Error Analysis and Modeling for Video Streaming Cross-Layer Design in Mobile Communication Networks. ETRI Journal 29(5) (2007)
B. V. Ericsson Telecommunicatie. EURANE - enhanced UMTS radio access network extensions for ns-2, http://eurane.ti-wmc.nl/eurane/
Necker, M.: A simple model for the IP packet service time in UMTS networks. In: International Teletraffic Congress, ITC (2005)
Rossi, M., Zorzi, M.: Analysis and heuristics for the characterization of selective repeat ARQ delay statistics over wireless channels. IEEE Transactions on Vehicular Technology 52(5), 1365–1377 (2003)
Madsen, K., Nielsen, H.B., Tingleff, O.: Methods for Non-Linear Least Squares Problems. Informatics and Mathematical Modelling, Technical University of Denmark (1999)
Jang, J.: ANFIS: adaptive-network-based fuzzy inference system. IEEE Transactions on Systems, Man, and Cybernetics 23(3), 665–685 (1993)
Khan, A., Sun, L., Ifeachor, E.: An ANFIS-based hybrid video quality prediction model for video streaming over wireless networks. In: The Second International Conference on Next Generation Mobile Applications, Services and Technologies, NGMAST 2008, pp. 357–362. IEEE (2009)
3rd Generation Partnership Project.: Ts 26.975: performance characterization of the adaptive multi-rate (amr) speech codec (2008), http://www.3gpp.org/ftp/Specs/html-info/26975.htm
ITU-T, Recommendation g.107: the e-model, a computational model for use in transmission planning (2003)
Sun, L., Ifeachor, E.: Voice quality prediction models and their application in VoIP networks. IEEE Transactions on Multimedia 8(4), 809–820 (2006)
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© 2012 ICST Institute for Computer Science, Social Informatics and Telecommunications Engineering
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Taboada, I., Liberal, F., Fajardo, J.O. (2012). Delay Modeling for 3G Mobile Multimedia Services QoE Estimation. In: Del Ser, J., et al. Mobile Lightweight Wireless Systems. Mobilight 2011. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 81. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-29479-2_6
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DOI: https://doi.org/10.1007/978-3-642-29479-2_6
Publisher Name: Springer, Berlin, Heidelberg
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