全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

Survey and Challenges of QoE Management Issues in Wireless Networks

DOI: 10.1155/2013/165146

Full-Text   Cite this paper   Add to My Lib

Abstract:

With the move towards converged all-IP wireless network environments, managing end-user Quality of Experience (QoE) poses a challenging task, aimed at meeting high user expectations and requirements regarding reliable and cost-effective communication, access to any service, anytime and anywhere, and across multiple operator domains. In this paper, we give a survey of state-of-the-art research activities addressing the field of QoE management, focusing in particular on the domain of wireless networks and addressing three management aspects: QoE modeling, monitoring and measurement, and adaptation and optimization. Furthermore, we identify and discuss the key aspects and challenges that need to be considered when conducting research in this area. 1. Introduction Wireless mobile communications have experienced phenomenal growth throughout the last decades, going from support for circuit-switched voice services and messaging services to IP-based mobile broadband services using High Speed Packet Access (HSPA), Worldwide Interoperability for Microwave Access (WiMAX), and Long-Term Evolution (LTE) Radio Access networks [1]. Increasingly, mobile applications and services are being used in daily life activities in order to support the needs for information, communication, or leisure [2]. Mobile users are requiring access to a wide spectrum of various multimedia applications/services without being limited by constraints such as time, location, technology, device, and mobility restrictions. This represents the outcome of the currently leading trend and future aim in the telecommunications domain: the convergence between fixed and mobile networks, and the integration of existing and new wireless technologies. Such integrations aim to satisfy mobile users’ requirements in terms of providing access to any service, along with reliable and cost-effective communication, anytime and anywhere, over any medium and networking technology, and across multiple operator domains [3]. The ITU has specified the Next Generation Network (NGN) as a generic framework for enabling network convergence and realizing the aforementioned requirements [4]. The NGN concept is centered around a heterogeneous infrastructure of various access, transport, control, and service solutions, merged into a single multimedia-rich service provisioning environment. Today, an increasing number of mobile operators are migrating their networks in line with the 3GPP specified Evolved Packet System (EPS), consisting of a multiaccess IP-based core network referred to as the Evolved Packet Core (EPC), and a new

References

[1]  M. lsson, S. Sultana, S. Rommer, L. Frid, and C. Mulligan, SAE and the Evolved Packet Core: Driving the Mobile Broadband Revolution, Elsevier, New York, NY, USA, 2009.
[2]  S. Ickin, K. Wac, M. Fiedler, L. Jankowski, J. H. Hong, and A. K. Dey, “Factors influencing quality of experience of commonly used mobile applications,” IEEE Communication Magazine, vol. 50, no. 4, pp. 48–56, 2012.
[3]  R. Stankiewicz and A. Jajszczyk, “A survey of QoE assurance in converged networks,” Computer Networks, vol. 55, no. 7, pp. 1459–1473, 2011.
[4]  I. T. U. -T Recommendation Y.2012, “Functional Requirements and Architecture of the NGN Release 1,” September 2006.
[5]  K. Bogenine, R. Ludwig, P. Mogensen et al., “LTE part II: Radio access,” IEEE Communications Magazine, vol. 47, no. 4, pp. 40–42, 2009.
[6]  3GPP Technical Report TR 23.882 V8.0.0, “3GPP System Architecture Evolution: Report on Technical Options and Conclusions,” December 2008.
[7]  3GPP Technical Specification TS 23.107 V11.0.0, “Quality of Service (QoS) Concept and Architecture,” June 2012.
[8]  3GPP Technical Specification TS 23.207 V10.0.0, “End-to-end Quality of Service (QoS) Concept and Architecture,” March 2011.
[9]  3GPP Technical Specification TS 23.203 V11.6.0, “Policy and Charging Control Architecture,” June 2012.
[10]  K. U. R. Laghari and K. Connelly, “Toward total quality of experience: a QoE model in a communication ecosystem,” IEEE Communication Magazine, vol. 50, no. 4, pp. 58–65, 2012.
[11]  ITU-T Recommendation P.10/G.100, “Vocabulary for performance and quality of service. Amendment 2: New definitions for inclusion in Recommendation ITU-T P.10/G.100,” July 2008.
[12]  ETSI Technical Report 102 643 V1.0.2, “Human Factors (HF); Quality of Experience (QoE) requirements for real-time communication services,” October 2010.
[13]  K. De Moor, W. Joseph, I. Ketykó et al., “Linking users' subjective QoE evaluation to signal strength in an IEEE 802.11b/g wireless LAN environment,” EURASIP Journal on Wireless Communications and Networking, vol. 2010, Article ID 541568, 2010.
[14]  V. Roto, E. Law, A. Vermeeren, and J. Hoonhout, Eds., “User Experience White Paper. Bringing Clarity to the Concept of User Experience,” February 2011, http://www.allaboutux.org/files/UX-WhitePaper.pdf.
[15]  A. Van Ewijk, J. De Vriendt, and L. Finizola, Quality of Service for IMS on Fixed Networks. Business Models and Drivers for Next-Generation IMS Services, International Engineering Consortium, USA, 2007.
[16]  T. M. O'Neill, “Quality of Experience and Quality of Service for IP video conferencing,” Polycom; 2002.
[17]  M. Siller and J. C. Woods, “QoS arbitration for improving the QoE in multimedia transmission,” in Proceedings of the International Conference on Visual Information Engineering, pp. 238–241, July 2003.
[18]  Empirix, “Assuring QoE on Next Generation Networks,” Whitepaper, 2001, http://www.whitepapers.org/docs/show/113.
[19]  D. Soldani, “Means and methods for collecting and analyzing QoE measurements in wireless networks,” in Proceedings of International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM '06), pp. 531–535, Niagara-Falls, Buffalo-NY, USA, June 2006.
[20]  K. De Moor, I. Ketykó, W. Joseph et al., “Proposed framework for evaluating quality of experience in a mobile, testbed-oriented living lab setting,” Mobile Networks and Applications, vol. 15, no. 3, pp. 378–391, 2010.
[21]  S. Barakovi?, J. Barakovi?, and H. Bajri?, “QoE dimensions and QoE measurement of NGN services,” in Proceedings of the 18th Telecommunications Forum (TELFOR '10), Belgrade, Serbia, November 2010.
[22]  P. Le Callet, S. Moller, and A. Perkis, Eds., “Qualinet White paper on Definitions of Quality of Experience (QoE),” May 2012, http://www.qualinet.eu/.
[23]  M. G. Martini, C. W. Chen, Z. Chen, T. Dagiuklas, L. Sun, and X. Zhu, “Guest editorial QoE-aware wireless multimedia systems,” IEEE Journal on Selected Areas in Telecommunications, vol. 30, no. 7, pp. 1153–1156, 2012.
[24]  T. Ho?feld, R. Schatz, M. Varela, and C. Timmerer, “Challenges of QoE management for cloud applications,” IEEE Communication Magazine, vol. 50, no. 4, pp. 28–36, 2012.
[25]  D. Durkee, “Why cloud computing will never be free,” Communications of the ACM, vol. 53, no. 5, pp. 62–69, 2010.
[26]  L. Skorin-Kapov and M. Varela, “A multi-dimensional view of QoE: the ARCU model,” in Proceedings of the 35th Jubilee International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO '12), Opatija, Croatia, May 2012.
[27]  J. Shaikh, M. Fiedler, and D. Collange, “Quality of experience from user and network perspectives,” Annales des Telecommunications/Annals of Telecommunications, vol. 65, no. 1-2, pp. 47–57, 2010.
[28]  P. Reichl, B. Tuffin, and R. Schatz, “Logarithmic laws in service quality perception: where microeconomics meets psychophysics and quality of experience,” Telecommunication Systems Journal, vol. 55, no. 1, pp. 1–14, 2011.
[29]  M. Fiedler, T. Ho?feld, and P. Tran-Gia, “A generic quantitative relationship between quality of experience and quality of service,” IEEE Network, vol. 24, no. 2, pp. 36–41, 2010.
[30]  P. Reichl, S. Egger, R. Schatz, and A. D'Alconzo, “The logarithmic nature of QoE and the role of the Weber-Fechner law in QoE assessment,” in Proceedings of IEEE International Conference on Communications (ICC '10), Cape Town, South Africa, May 2010.
[31]  E. H. Weber, Annotationes Anatomicae et Physiologicae: Programmata Collecta: Fasciculi Tres. de Pulsu, Resorptione, Auditu et Tactu, Koehler, 1834.
[32]  ITU-T Recommendation P.800.1, “Mean Opinion Score (MOS) Terminology,” July 2006.
[33]  T. Ho?feld, R. Schatz, and S. Egger, “SOS: the MOS is not enough!,” in Proceedings of the 3rd International Workshop on Quality of Multimedia Experience (QoMEX '11), Machelen, Belgium, September 2011.
[34]  ITU-T Recommendation G.1011, “Reference Guide to Quality of Experience Assessment Methodologies,” June 2010.
[35]  K. Wac, S. Ickin, J. H. Hong, L. Janowski, M. Fiedler, and A. K. Dey, “Studying the experience of mobile applications used in different contexts of daily life,” in Proceedings of the 1st ACM SIGCOMM Workshop on Measurements up the Stack (W-MUST '11), Toronto, Ontario, Canada, August 2011.
[36]  J. M. Hektner, J. A. Schmidt, and M. Csikszentmihalyi, Experience Sampling Method: Measuring the Quality of Everyday Life, Sage Publications, 2006.
[37]  P. A. Dinda, G. Memik, R. P. Dick et al., “The user in experimental computer systems research,” in Proceedings of the Workshop on Experimental Computer Science, San Diego, Calif, USA, June 2007.
[38]  V. Menkovski, G. Exarchakos, A. Liotta, and A. Cuadra-Sanchez, “Managing quality of experience on a commercial mobile TV platform,” International Journal on Advances in Telecommunications, vol. 4, no. 1-2, pp. 72–81, 2011.
[39]  T. Ho?feld, M. Seufert, M. Hirth, T. Zinner, P. Tran-Gia, and R. Schatz, “Quantification of YouTube QoE via Crowdsourcing,” in Proceedings of the IEEE International Symposium on Multimedia (ISM '11), December 2011.
[40]  K. T. Chen, C. J. Chang, C. C. Wu, Y. C. Chang, and C. L. Lei, “Quadrant of euphoria: a crowdsourcing platform for QoE assessment,” IEEE Network, vol. 24, no. 2, pp. 28–35, 2010.
[41]  A. Takahashi, “Framework and standardization of quality of experience (QoE) design and management for audiovisual communication services,” NTT Technical Review, vol. 7, no. 4, pp. 1–5, 2009.
[42]  ITU-T Recommendation P.862, “Perceptual Evaluation of Speech Quality (PESQ): An Objective Method for End-to-End Speech Quality Assessment of Narrow-Band Telephone Networks and Speech Codecs,” February 2001.
[43]  ITU-T Recommendation P.863, “Perceptual Objective Listening Quality Assessment,” January 2011.
[44]  ITU-R Recommendation BS.1387, “Method for Objective Measurements of Perceived Audio Quality,” November 2001.
[45]  ITU-T Recommendation P.563, “Single-ended Method for Objective Speech Quality Assessment in Narrow-Band Telephony Applications,” May 2004.
[46]  F. Kuipers, R. Kooij, De Vleeschauwer, and K. Brunnstrom, “Techniques for measuring quality of experience,” Wired/Wireless Internet Communications, pp. 216–227, 2010.
[47]  A. Takahashi, D. Hands, and V. Barriac, “Standardization activities in the ITU for a QoE assessment of IPTV,” IEEE Communications Magazine, vol. 46, no. 2, pp. 78–84, 2008.
[48]  ITU-T Recommendation P.564, “Conformance Testing for Voice Over IP Transmission Quality Assessment Models,” November 2007.
[49]  ITU-T Recommendation G.107, “The E-model: A Computational Model for Use in Transmission Planning,” December 2011.
[50]  ITU-T Recommendation G.1070, “Opinion Model for Video-Telephony Applications,” April 2007.
[51]  ITU-T Recommendation G.1030, “Estimating End-to-End Performance in IP Networks for Data Applications,” November 2005.
[52]  ETSI Guide 202 843 V1.1.2, “Definitions and Methods for Assessing the QoS Parameters of the Customer Relationship Stages Other than Utilization,” July 2011.
[53]  P. Brooks and B. Hestnes, “User measures of quality of experience: why being objective and quantitative is important,” IEEE Network, vol. 24, no. 2, pp. 8–13, 2010.
[54]  A. Perkis, S. Munkeby, and O. I. Hillestad, “A model for measuring quality of experience,” in Proceedings of the 7th Nordic Signal Processing Symposium (NORSIG '06), pp. 198–201, June 2006.
[55]  H. J. Kim, K. H. Lee, and J. Zhang, “In-service feedback QoE framework,” in Proceedings of the 3rd International Conference on Communication Theory, Reliability, and Quality of Service (CTRQ '10), pp. 135–138, Athens, Greece, June 2010.
[56]  K. Kilkki, “Quality of experience in communications ecosystem,” Journal of Universal Computer Science, vol. 14, no. 5, pp. 615–624, 2008.
[57]  S. M?ller, K. P. Engelbrecht, C. Kühnel, I. Wechsung, and B. Weiss, “A taxonomy of quality of service and quality of experience of multimodal human-machine interaction,” in Proceedings of the International Workshop on Quality of Multimedia Experience (QoMEx '09), pp. 7–12, July 2009.
[58]  D. Geerts, K. De Moor, I. Ketykó et al., “Linking an integrated framework with appropriate methods for measuring QoE,” in Proceedings of the 2nd International Workshop on Quality of Multimedia Experience (QoMEX '10), pp. 158–163, Trondheim, Norway, June 2010.
[59]  M. Volk, J. Sterle, U. Sedlar, and A. Kos, “An approach to modeling and control of QoE in next generation networks,” IEEE Communications Magazine, vol. 48, no. 8, pp. 126–135, 2010.
[60]  W. Song, D. Tjondronegoro, and M. Docherty, “Understanding user experience of mobile video: framework, measurement, and optimization,” in Mobile Multimedia—User and Technology Perspectives, INTECH Open Access, 2012.
[61]  F. Ricciato, “Traffic monitoring and analysis for the optimization of a 3G network,” IEEE Wireless Communications, vol. 13, no. 6, pp. 42–49, 2006.
[62]  D. Kataria, “Mitigating strategies for smart phone signaling overload,” December 2011, http://www.ecnmag.com/articles/2011/10/mitigating-strategies-smart-phone-signaling-overload.
[63]  V. Menkovski and A. Liotta, QoE for mobile streaming. Mobile multimedia: user and technology perspectives, InTech Publishing, 2012.
[64]  ITU-T Recommendation J.144, “Objective Perceptual Video Quality Measurement Techniques for Digital Cable Television in the Presence of a Full Reference,” March 2004.
[65]  A. F. Wattimena, R. E. Kooij, J. M. Van Vugt, and O. K. Ahmed, “Predicting the perceived quality of a first person shooter: the Quake IV G-model,” in Proceedings of the 5th ACM SIGCOMM Workshop on Network and System Support for Games (NetGames '06), October 2006.
[66]  T. Ho?feld, S. Biedermann, R. Schatz, A. Plazter, S. Egger, and M. Fiedler, “The memory effect and its implications on web QoE modeling,” in Proceedings of the 23rd International Teletraffic Congress (ITC '11), San Francisco, California, USA, September 2011.
[67]  S. Egger, P. Reichl, T. Ho?feld, and R. Schatz, ““Time is bandwidth”? Narrowing the gap between subjective time perception and quality of experience,” in Proceedings of the IEEE International Conference on Communications (ICC '12), Ottawa, Canada, June 2012.
[68]  T. Ciszkowski, W. Mazurczyk, Z. Kotulski, T. Ho?feld, M. Fiedler, and D. Collange, “Towards quality of experience-based reputation models for future web service provisioning,” Telecommunication Systems, vol. 52, no. 2, pp. 1–13, 2013.
[69]  M. Jarschel, M. Schlosser, S. Scheuring, and T. Ho?feld, “An evaluation of QoE in cloud gaming based on subjective tests,” in Proceedings of the 5th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS '11), Seoul, Korea, July 2011.
[70]  S. Egger, T. Ho?feld, R. Schatz, and M. Fiedler, “Waiting times in quality of experience for web based services,” in Proceedings of the 4th International Workshop on Quality of Multimedia Experience (QoMEX '12), Yarra Valley, Australia, July 2012.
[71]  H. Batteram, G. Damm, A. Mukhopadhyay, L. Philippart, R. Odysseos, and C. Urrutia-Valdés, “Delivering quality of experience in multimedia networks,” Bell Labs Technical Journal, vol. 15, no. 1, pp. 175–194, 2010.
[72]  D. Soldani, M. Li, and R. Cuny, QoS and QoE Management in UMTS Cellular Systems, John Wiley & Sons, USA, 2006.
[73]  3GPP Technical Specification TS 26.234 V11.0.0, “Transparent end-to-end Packet-switched Streaming Service (PSS); Protocols and Codecs,” March 2012.
[74]  3GPP Technical Specification TS 26.247 V10.2.0, “Transparent End-to-End Packet-Switched Streaming Service (PSS); Progressive Download and Dynamic Adaptive Streaming Over HTTP (3GP-DASH),” June 2012.
[75]  3GPP Technical Specification TS 26.114 V11.4.0, “IP Multimedia Subsystem (IMS); Multimedia Telephony; Media Handling and Interaction,” June 2012.
[76]  A. Raake, J. Gustafsson, S. Argyropoulos et al., “IP-based mobile and fixed network audiovisual media services,” IEEE Signal Processing Magazine, vol. 28, no. 6, pp. 68–79, 2011.
[77]  D. Collange and J. L. Costeux, “Passive estimation of quality of experience,” Journal of Universal Computer Science, vol. 14, no. 5, pp. 625–641, 2008.
[78]  D. Collange, M. Hajji, J. Shaikh, M. Fiedler, and P. Arlos, “User impatience and network performance,” in Proceedings of the 8th Euro-NF Conference on Next Generation Internet (NGI '12), Karlskrona, Sweden, June 2012.
[79]  K. De Moor and L. De Marez, “The challenge of user- and QoE-centric research and product development in today’s ICT environment,” in Innovating for and by Users, pp. 77–90, Office for Official Publications of the European Communities, Luxembourg, UK edition, 2008.
[80]  B. Fehnert and A. Kosagowsky, “Measuring user experience: complementing qualitative and quantitative assessment,” in Proceedings of the 10th International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI '08), pp. 383–386, September 2008.
[81]  M. Andrews, J. Cao, and J. McGowan, “Measuring human satisfaction in data networks,” in Proceedings of the 25th IEEE International Conference on Computer Communications (INFOCOM '06), Barcelona, Spain, April 2006.
[82]  3GPP Technical Specification TS 23.402 V11.3.0, “Architecture Enhancements for non-3GPP Accesses,” June 2012.
[83]  3GPP Technical Specification TS 22.278 V12.1.0, “Service Requirements for the Evolved Packet System,” June 2012.
[84]  P. Rengaraju, C. H. Lung, and F. R. Yu, “On QoE monitoring and E2E service assurance in 4G wireless networks,” IEEE Wireless Communications, vol. 19, no. 4, pp. 89–96, 2012.
[85]  R. Serral-Gracià, E. Cerqueira, M. Curado, M. Yannuzzi, E. Monteiro, and X. Masip-Bruin, “An overview of quality of experience measurement challenges for video applications in IP networks,” in Proceedings of the 8th International Conference on Wired/Wireless Internet Communications (WWIC '10), pp. 252–263, Lulea, Sweden, June 2010.
[86]  R. Fielding, J. Gettys, J. Mogul et al., “Hypertext Transfer Protocol - HTTP/1.1,” IETF Technical Report RFC 2616, Jun 1999.
[87]  O. Oyman and S. Singh, “Quality of experience for HTTP adaptive streaming services,” IEEE Communications Magazine, vol. 50, no. 4, pp. 20–27, 2012.
[88]  I. Ketykó, K. De Moor, T. De Pessemier et al., “QoE measurement of mobile youtube video streaming,” in Proceedings of the 3rd Workshop on Mobile Video Delivery (MoViD '10), pp. 27–32, October 2010.
[89]  A. J. Verdejo, K. De Moor, I. Ketyko et al., “QoE estimation of a location-based mobile game using on-body sensors and QoS-related data,” in Proceedings of the IFIP Wireless Days Conference (WD '10), October 2010.
[90]  K. T. Chen, C. C. Tu, and W. C. Xiao, “OneClick: A framework for measuring network quality of experience,” in Proceedings of the 28th Conference on Computer Communications (INFOCOM '09), pp. 702–710, April 2009.
[91]  M. Varela and J. P. Laulajainen, “QoE-driven mobility management—integrating the users' quality perception into network-level decision making,” in Proceedings of the Quality of Multimedia Experience (QoMEX '11), Mechelen, Belgium, September 2011.
[92]  M. Varela, Pseudo-subjective quality assessment of multimedia streams and its applications in control [Ph.D. thesis], INRIA/IRISA, University Rennes I, Rennes, France, Nov 2005.
[93]  K. Mitra, C. Ahlund, and A. Zaslavsky, “QoE estimation and prediction using hidden Markov models in heterogeneous access networks,” in Australasian Telecommunication Networks and Applications Conference, Brisbane, Australia, 2012.
[94]  “EU FP7 PERIMITER project,” http://www.ict-perimeter.eu/.
[95]  3GPP Technical Specification TS 23.228 V11.4.0, “IP Multimedia Subsystem (IMS),” March 2012.
[96]  T. Ho?feld, F. Liers, R. Schatz et al., Quality of Experience Management for YouTube: Clouds, FoG and the AquareYoum, PIK: Praxis der Informationverarbeitung und - kommnikation (PIK)., 2012.
[97]  B. Staehle, M. Hirth, R. Pries, F. Wamser, and D. Staehle, “Aquarema in action: improving the YouTube QoE in wireless mesh networks,” in Proceedings of the Baltic Congress on Future Internet and Communications (BCFIC Riga '11), pp. 33–40, February 2011.
[98]  I. Ketykó, K. De Moor, W. Joseph, L. Martens, and L. De Marez, “Performing QoE-measurements in an actual 3G network,” in Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB '10), March 2010.
[99]  S. M. Chadchan and C. B. Akki, “3GPP LTE/SAE: an overview,” International Journal of Computer and Electrical Engineering, vol. 2, no. 5, pp. 806–814, 2010.
[100]  L. Skorin-Kapov and M. Matijasevic, “Modeling of a QoS matching and optimization function for multimedia services in the NGN,” in Proceedings of the 12th IFIP/IEEE International Conference on Management of Multimedia and Mobile Networks and Services: Wired-Wireless Multimedia Networks and Services Management (MMNS '09), vol. 5842 of Lecture Notes in Computer Science, pp. 54–68, October 2009.
[101]  K. Ive?i?, M. Matija?evi?, and L. Skorin-Kapov, “Simulation based evaluation of dynamic resource allocation for adaptive multimedia services,” in Proceedings of the 7th International Conference on Network and Service Management (CNSM '11), pp. 1–8, October 2011.
[102]  J. Sterle, M. Volk, U. Sedlar, J. Bester, and A. Kos, “Application-based NGN QoE controller,” IEEE Communications Magazine, vol. 49, no. 1, pp. 92–101, 2011.
[103]  S. Thakolsri, W. Kellerer, and E. Steinbach, “QoE-based cross-layer optimization of wireless video with unperceivable temporal video quality fluctuation,” in Proceedings of the IEEE International Conference on Communication (ICC '11), Kyoto, Japan, Jun 2011.
[104]  S. Latré, P. Simoens, B. De Vleeschauwer et al., “An autonomic architecture for optimizing QoE in multimedia access networks,” Computer Networks, vol. 53, no. 10, pp. 1587–1602, 2009.
[105]  P. Ameigeiras, J. J. Ramos-Munoz, J. Navarro-Ortiz, P. Mogensen, and J. M. Lopez-Soler, “QoE oriented cross-layer design of a resource allocation algorithm in beyond 3G systems,” Computer Communications, vol. 33, no. 5, pp. 571–582, 2010.
[106]  J. Hassan, M. Hassan, S. K. Das, and A. Ramer, “Managing quality of experience for wireless VoIP using noncooperative games,” IEEE Journal on Selected Areas in Communication, vol. 30, no. 7, pp. 1193–1204, 2012.
[107]  A. El Essaili, L. Zhou, D. Schroeder, E. Steinbach, and W. Kellerer, “QoE-driven live and on-demand LTE uplink video transmission,” in Proceedings of the 13th International Workshop on Multimedia Signal Processing (MMSP '11), Hangzhou, China, October 2011.
[108]  S. Khan, S. Duhovnikov, E. Steinbach, and W. Kellerer, “MOS-based multiuser multiapplication cross-layer optimization for mobile multimedia communication,” Advances in Multimedia, vol. 2007, Article ID 94918, 11 pages, 2007.
[109]  G. Aristomenopoulos, T. Kastrinogiannis, S. Papavassiliou, V. Kaldanis, and G. Karantonis, “A novel framework for dynamic utility-based QoE provisioning in wireless networks,” in Proceedings of the 53rd IEEE Global Communications Conference (GLOBECOM '10), December 2010.
[110]  F. Wamser, D. Staehle, J. Prokopec, A. Maeder, and P. Tran-Gia, “Utilizing buffered YouTube playtime for QoE-oriented scheduling in OFDMA networks,” in Proceedings of the 24th International Teletraffic Congress (ITC '12), Krakow, Poland, October 2012.
[111]  K. Piamrat, A. Ksentini, C. Viho, and J. M. Bonnin, “QoE-based network selection for multimedia users in IEEE 802.11 wireless networks,” in Proceedings of the 33rd IEEE Conference on Local Computer Networks (LCN '08), pp. 388–394, Montreal, Canada, October 2008.
[112]  M. Shehada, S. Thakolsri, Z. Despotovic, and W. Kellerer, “QoE-based cross-layer optimization for video delivery in long term evolution mobile networks,” in Proceedings of the14th International Symposium on Wireless Personal Multimedia Communications (WPMC '11), Le Quartz, Brest, France, October 2011.
[113]  N. Amram, B. Fu, G. Kunzmann et al., “QoE-based transport optimization for video delivery over next generation cellular networks,” in Proceedings of the IEEE Symposium on Computers and Communications (ISCC '11), Kerkyra, Greece, July 2011.
[114]  A. Khan, I. Mkwawa, L. Sun, and E. Ifeachor, “QoE-driven sender bitrate adaptation scheme for video applications over IP multimedia subsystem,” in Proceedings of the IEEE International Conference on Communication (ICC '11), Kyoto, Japan, June 2011.
[115]  M. Csernai and A. Gulyas, “Wireless Adapter Sleep Scheduling based on video QoE: how to improve battery life when watching streaming video?” in Proceedings of the 20th International Conference on Computer Communications and Networks (ICCCN '11), Maui, Hawaii, USA, August 2011.
[116]  A. A. Khalek, C. Caramanis, and R. W. Heath Jr., “A cross-layer design for perceptual optimization of H.264/SVC with unequal error protection,” IEEE Journal on Selected Areas in Communication, vol. 30, no. 7, pp. 1157–1171, 2012.

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133