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2017 | OriginalPaper | Buchkapitel

4. QoE-Oriented Resource Allocation in Wireless Networks

verfasst von : Ying Wang, Wen’an Zhou, Ping Zhang

Erschienen in: QoE Management in Wireless Networks

Verlag: Springer International Publishing

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Abstract

User-subjective experience and personalized preference play a very important role in QoE. In this chapter, we intend to develop personalized QoE management by considering the user preference. The proposed personalized QoE model integrates objective QoS parameters and subjective user preference to evaluate user QoE and thus a more reasonable QoE assessment is achieved. Then, the personalized QoE model is applied to the sequential resource allocation and a more specialized and refined management scheme can be attained. For both conventional and personalized resource allocation schemes, numerical simulations are conducted to present the effectiveness of the proposed algorithms.

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Literatur
1.
Zurück zum Zitat P. Kela, J. Puttonen, N. Kolehmainen, T. Ristaniemi, T. Henttonen, and M. Moisio. “Dynamic packet scheduling performance in UTRA long term evolution downlink”. In Proc. IEEE 3rd International Symposium on Wireless Pervasive Computing, pages 308–313, 2008. P. Kela, J. Puttonen, N. Kolehmainen, T. Ristaniemi, T. Henttonen, and M. Moisio. “Dynamic packet scheduling performance in UTRA long term evolution downlink”. In Proc. IEEE 3rd International Symposium on Wireless Pervasive Computing, pages 308–313, 2008.
2.
Zurück zum Zitat G. Monghal, K. I. Pedersen, PE Mogensen, et al. “QoS oriented time and frequency domain packet schedulers for the UTRAN long term evolution”. In Proc. IEEE Vehicular Technology Conference, pages 2532–2536, 2008. G. Monghal, K. I. Pedersen, PE Mogensen, et al. “QoS oriented time and frequency domain packet schedulers for the UTRAN long term evolution”. In Proc. IEEE Vehicular Technology Conference, pages 2532–2536, 2008.
3.
Zurück zum Zitat Y. Lin and G. Yue. “Channel-adapted and buffer-aware packet scheduling in LTE wireless communication system”. In Proc. IEEE 4th International Conference on Wireless Communications, Networking and Mobile Computing, pages 1–4, 2008. Y. Lin and G. Yue. “Channel-adapted and buffer-aware packet scheduling in LTE wireless communication system”. In Proc. IEEE 4th International Conference on Wireless Communications, Networking and Mobile Computing, pages 1–4, 2008.
4.
Zurück zum Zitat R. Kwan, C. Leung, and J. Zhang. “Proportional fair multiuser scheduling in LTE”. IEEE Signal Processing Letters, 16(6):461–464, 2009. R. Kwan, C. Leung, and J. Zhang. “Proportional fair multiuser scheduling in LTE”. IEEE Signal Processing Letters, 16(6):461–464, 2009.
5.
Zurück zum Zitat D ETSI. “General Packet Radio Service (GPRS), service describtion; stage 2”, 1998. D ETSI. “General Packet Radio Service (GPRS), service describtion; stage 2”, 1998.
6.
Zurück zum Zitat B. Sadiq, S. J. Baek, and G. De Veciana. “Delay-optimal opportunistic scheduling and approximations: The log rule”. IEEE/ACM Transactions on Networking (TON), 19(2):405–418, 2011. B. Sadiq, S. J. Baek, and G. De Veciana. “Delay-optimal opportunistic scheduling and approximations: The log rule”. IEEE/ACM Transactions on Networking (TON), 19(2):405–418, 2011.
7.
Zurück zum Zitat J. Park, S. Hwang, and H. Cho. “A packet scheduling scheme to support real-time traffic in OFDMA systems”. In Proc. IEEE 65th Vehicular Technology Conference, pages 2766–2770, 2007. J. Park, S. Hwang, and H. Cho. “A packet scheduling scheme to support real-time traffic in OFDMA systems”. In Proc. IEEE 65th Vehicular Technology Conference, pages 2766–2770, 2007.
8.
Zurück zum Zitat M. Assaad. “Frequency-Time Scheduling for streaming services in OFDMA systems”. In Proc. IEEE 1st IFIP Wireless Days, pages 1–5, 2008. M. Assaad. “Frequency-Time Scheduling for streaming services in OFDMA systems”. In Proc. IEEE 1st IFIP Wireless Days, pages 1–5, 2008.
9.
Zurück zum Zitat Y. Qian, C. Ren, S. Tang, and M. Chen. “Multi-service QoS guaranteed based downlink cross-layer resource block allocation algorithm in LTE systems”. In Proc. International Conference on Wireless Communications & Signal Processing, pages 1–4, 2009. Y. Qian, C. Ren, S. Tang, and M. Chen. “Multi-service QoS guaranteed based downlink cross-layer resource block allocation algorithm in LTE systems”. In Proc. International Conference on Wireless Communications & Signal Processing, pages 1–4, 2009.
10.
Zurück zum Zitat H. A. M. Ramli, R. Basukala, K. Sandrasegaran, and R. Patachaianand. “Performance of well known packet scheduling algorithms in the downlink 3GPP LTE system”. In Proc. IEEE 9th Malaysia International Conference on Communications (MICC), pages 815–820, 2009. H. A. M. Ramli, R. Basukala, K. Sandrasegaran, and R. Patachaianand. “Performance of well known packet scheduling algorithms in the downlink 3GPP LTE system”. In Proc. IEEE 9th Malaysia International Conference on Communications (MICC), pages 815–820, 2009.
11.
Zurück zum Zitat 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 Proc. IEEE International Conference on Communications (ICC), pages 1–5, 2010. 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 Proc. IEEE International Conference on Communications (ICC), pages 1–5, 2010.
12.
Zurück zum Zitat C. Sacchi, F. Granelli, and C. Schlegel. “A QoE-oriented strategy for OFDMA radio resource allocation based on Min-MOS maximization”. IEEE Communications Letters, 15(5):494–496, 2011. C. Sacchi, F. Granelli, and C. Schlegel. “A QoE-oriented strategy for OFDMA radio resource allocation based on Min-MOS maximization”. IEEE Communications Letters, 15(5):494–496, 2011.
13.
Zurück zum Zitat M. Li, Z. Chen, and Y. Tan. “Qoe-aware resource allocation for scalable video transmission over multiuser MIMO-OFDM systems”. In Proc. IEEE Visual Communications and Image Processing (VCIP), pages 1–6, 2012. M. Li, Z. Chen, and Y. Tan. “Qoe-aware resource allocation for scalable video transmission over multiuser MIMO-OFDM systems”. In Proc. IEEE Visual Communications and Image Processing (VCIP), pages 1–6, 2012.
14.
Zurück zum Zitat G. Y. Li, Z. Xu, C. Xiong, C. Yang, S. Zhang, Y. Chen, and S. Xu. “Energy-efficient wireless communications: tutorial, survey, and open issues”. IEEE Wireless Communications, 18(6):28–35, 2011. G. Y. Li, Z. Xu, C. Xiong, C. Yang, S. Zhang, Y. Chen, and S. Xu. “Energy-efficient wireless communications: tutorial, survey, and open issues”. IEEE Wireless Communications, 18(6):28–35, 2011.
15.
Zurück zum Zitat Y. Chen, S. Zhang, S. Xu, and G. Y. Li. “Fundamental trade-offs on green wireless networks”. IEEE Communications Magazine, 49(6):30–37, 2011. Y. Chen, S. Zhang, S. Xu, and G. Y. Li. “Fundamental trade-offs on green wireless networks”. IEEE Communications Magazine, 49(6):30–37, 2011.
16.
Zurück zum Zitat C. Xiong, G. Y. Li, S. Zhang, Y. Chen, and S. Xu. “Energy-efficient resource allocation in OFDMA networks”. IEEE Transactions on Communications, 60(12):3767–3778, 2012. C. Xiong, G. Y. Li, S. Zhang, Y. Chen, and S. Xu. “Energy-efficient resource allocation in OFDMA networks”. IEEE Transactions on Communications, 60(12):3767–3778, 2012.
17.
Zurück zum Zitat D. W. K. Ng, E. S. Lo, and R. Schober. “Energy-efficient resource allocation in multi-cell OFDMA systems with limited backhaul capacity”. IEEE Transactions on Wireless Communications, 11(10):3618–3631, 2012. D. W. K. Ng, E. S. Lo, and R. Schober. “Energy-efficient resource allocation in multi-cell OFDMA systems with limited backhaul capacity”. IEEE Transactions on Wireless Communications, 11(10):3618–3631, 2012.
18.
Zurück zum Zitat C. Xiong, G. Y. Li, Y. Liu, and S. Xu. “QoS driven energy-efficient design for downlink OFDMA networks”. In Proc. IEEE Global Communications Conference (GLOBECOM), pages 4320–4325, 2012. C. Xiong, G. Y. Li, Y. Liu, and S. Xu. “QoS driven energy-efficient design for downlink OFDMA networks”. In Proc. IEEE Global Communications Conference (GLOBECOM), pages 4320–4325, 2012.
19.
Zurück zum Zitat ITUT Rec. “G. 107-The E Model, a computational model for use in transmission planning”. International Telecommunication Union, 8:20–21, 2003. ITUT Rec. “G. 107-The E Model, a computational model for use in transmission planning”. International Telecommunication Union, 8:20–21, 2003.
20.
Zurück zum Zitat S. Khan, S. Duhovnikov, E. Steinbach, M. Sgroi, and W. Kellerer. “Application-driven cross-layer optimization for mobile multimedia communication using a common application layer quality metric”. In Proc. the 2006 international conference on Wireless communications and mobile computing, pages 213–218. ACM, 2006. S. Khan, S. Duhovnikov, E. Steinbach, M. Sgroi, and W. Kellerer. “Application-driven cross-layer optimization for mobile multimedia communication using a common application layer quality metric”. In Proc. the 2006 international conference on Wireless communications and mobile computing, pages 213–218. ACM, 2006.
21.
Zurück zum Zitat M. Shehada, S. Thakolsri, Z. Despotovic, and W. Kellerer. “QoE-based cross-layer optimization for video delivery in long term evolution mobile networks”. In Proc. 14th International Symposium on Wireless Personal Multimedia Communications (WPMC), pages 1–5, 2011. M. Shehada, S. Thakolsri, Z. Despotovic, and W. Kellerer. “QoE-based cross-layer optimization for video delivery in long term evolution mobile networks”. In Proc. 14th International Symposium on Wireless Personal Multimedia Communications (WPMC), pages 1–5, 2011.
22.
Zurück zum Zitat A. M. Rohaly, J. Libert, P. Corriveau, A. Webster, et al. “Final report from the video quality experts group on the validation of objective models of video quality assessment”. ITU-T Standards Contribution COM, pages 9–80, 2000. A. M. Rohaly, J. Libert, P. Corriveau, A. Webster, et al. “Final report from the video quality experts group on the validation of objective models of video quality assessment”. ITU-T Standards Contribution COM, pages 9–80, 2000.
23.
Zurück zum Zitat S. Thakolsri, S. Cokbulan, D. Jurca, Z. Despotovic, and W. Kellerer. “QoE-driven cross-layer optimization in wireless networks addressing system efficiency and utility fairness”. In Proc. 2011 IEEE GLOBECOM Workshops (GC Wkshps), pages 12–17, 2011. S. Thakolsri, S. Cokbulan, D. Jurca, Z. Despotovic, and W. Kellerer. “QoE-driven cross-layer optimization in wireless networks addressing system efficiency and utility fairness”. In Proc. 2011 IEEE GLOBECOM Workshops (GC Wkshps), pages 12–17, 2011.
24.
Zurück zum Zitat 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), pages 1–5, 2010. 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), pages 1–5, 2010.
Metadaten
Titel
QoE-Oriented Resource Allocation in Wireless Networks
verfasst von
Ying Wang
Wen’an Zhou
Ping Zhang
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-42454-5_4

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