Resource allocation with incomplete information for QoE-driven multimedia communications

IEEE Transactions on Wireless Communications

Volumn 12, Issue 8, 2013, Pages 3733-3745

  Zhou, Liang ^a   Yang, Zhen ^a   Wen, Yonggang ^b   Wang, Haohong ^c   Guizani, Mohsen ^d  

^a NANJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

^b NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^c TCL Corporation   (China)

^d QATAR UNIVERSITY   (Qatar)

Author keywords

incomplete information; multimedia communications; QoE; Resource allocation; test optimization

Indexed keywords

DYNAMIC RESOURCE ALLOCATIONS; INCOMPLETE INFORMATION; MULTI-MEDIA COMMUNICATIONS; MULTIMEDIA RESOURCES; QOE; QUALITY OF EXPERIENCE (QOE); RESOURCE ALLOCATION PROBLEM; TEST-OPTIMIZATION;

MULTIMEDIA SYSTEMS; OPTIMIZATION; RESOURCE ALLOCATION;

QUALITY OF SERVICE;

EID: 84883297441     PISSN: 15361276     EISSN: None     Source Type: Journal    
DOI: 10.1109/TWC.2013.051413.120597     Document Type: Article

References (25)

1. A. Khan, L. Sun, E. Jammeh, and E. Ifeachor, "Quality of experiencedriven adaptation scheme for video applications over wireless networks," IET Commun., vol. 4, no. 11, pp. 1337-1347, 2010.
2. 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.
3. S. Khan, S. Duhovnikov, E. Steinbach, and W. Kellerer, "MOS-based multiuser multiapplication cross-layer optimization for mobile multimedia communication," Advances in Multimedia, article ID 94918, 2007.
4. S. Thakolsri, S. Khan, E. Steinbach, W. Kellerer, "QoE-driven cross-layer optimization for high speed downlink packet access," J. Commun., vol. 4, no. 9, pp. 669-680, 2009.
5. S. Thakolsri, W. Kellerer, and E. Steinbach, "QoE-based cross-layer optimization of wireless video with unperceivable temporal video quality fluctuation," in Proc. 2011 IEEE ICC.
6. A. Essaili, E. Steinbach, D. Munaretto, S. Thakolsri, and W. Kellerer, "QoE-driven resource optimization for user generated video content in next generation mobile networks," in Proc. 2011 IEEE ICIP.
7. S. Thakolsri, W. Kellerer, and E. Steinbach, "QoE-based rate adaptation scheme selection for resource-constrained wireless video transmission," in Proc. 2010 ACM Multimedia.
8. W. Cherif, A. Ksentini, D. Negru, and M. Sidibe, "APSQA: efficient real-time video streaming QoE tool in a future media Internet context," in Proc. 2011 IEEE ICME.
9. L. Zhou, Y. Zhang, K. Song, W. Jing, and A. V. Vasilakos, "Distributed media-service scheme for P2P-based vehicular networks," IEEE Trans. Veh. Technol., vol. 60, no. 2, pp. 692-703, 2011.
10. A. Khan, L. Sun, and E. Ifeachor, "QoE prediction model and its application in video quality adaptation over UMTS networks," IEEE Trans. Multimedia, vol. 14, no. 2, pp. 431-442, 2012.
11. J. Yang, B. Geller, and S. Bay, "Bayesian and hybrid Craḿer-Rao bounds for the carrier recovery under dynamic phase uncertain channels," IEEE Trans. Signal Process., vol. 59, no. 2, pp. 667-680, 2011.
12. L. A. Dalton and E. R. Dougherty, "Bayesian minimum mean-square error estimation for classification error part I: definition and the Bayesian MMSE error estimator for discrete classification," IEEE Trans. Signal Process., vol. 59, no. 1, pp. 115-129, 2011.
13. G. Zhai, X. Yang, W. Lin, and W. Zhang, "Bayesian error concealment with DCT pyramid for images," IEEE Trans. Circuits and Syst. Video Technol., vol. 20, no. 9, pp. 1224-1232, 2010.
14. T. Michaeli and Y. C. Eldar, "Hidden relationships: Bayesian estimation with partial knowledge," IEEE Trans. Signal Process., vol. 59, no. 5, pp. 1933-1948, 2011.
15. H. Zhang, W. S. Wong, W. Ge, and P. E. Caines, "A stochastic approximation approach to the power-control problem," IEEE Trans. Commun., vol. 55, no. 5, pp. 878-886, 2007. (Pubitemid 46796003)
16. V. Lau, Y. Cui, "Delay-optimal power and subcarrier allocation for OFDMA systems via stochastic approximation," IEEE Trans. Wireless Commun., vol. 9, no. 1, pp. 227-233, 2010.
17. A. Farrokh and V. Krishnamurthy, "Opportunistic scheduling for streaming multimedia users in high-speed downlink packet access (HSDPA)," IEEE Trans. Multimedia, vol. 8, no. 4, pp. 844-855, 2006. (Pubitemid 44144167)
18. S. Stanczak, M. Wiczanowski, and H. Boche, "Distributed utility-based power control: objectives and algorithms," IEE Trans. Signal Process., vol. 55, no. 10, pp. 5058-5068, 2007. (Pubitemid 47534669)
19. J. L. Maryak and D. C. Chin, "Global random optimization by simultaneous perturbation stochastic approximation," IEEE Trans. Automatic Contr., vol. 53, no. 3, pp. 780-783, 2008. (Pubitemid 351597184)
20. Y. Chen, Y. Wu, B. Wang, and K. J. R. Liu, "Spectrum auction games for multimedia streaming over cognitive radio networks," IEEE Trans. Commun., vol. 58, no. 8, pp. 2381-2390, Aug. 2010.
21. Y. Chen, B. Wang, and K. J. R. Liu, "Multi-user rate allocation games for multimedia communications," IEEE Trans. Multimedia, vol. 11, no. 6, pp. 1170-1181, Oct. 2009.
22. L. Zhou, X. Wang, W. Tu, G. Mutean, and B. Geller, "Distributed scheduling scheme for video streaming over multi-channel multi-radio multi-hop wireless networks," IEEE J. Sel. Areas Commun., vol. 28, no. 3, pp. 409-419, 2010.
23. D. P. Bertsekas, A. Nedic, and A. E. Ozdaglar, Convex Analysis and Optimization. Athena Scientific, 2003.
24. J. Reich and A. Chaintreau, "The age of impatience: optimal replication schemes for opportunistic networks," in Proc. 2009 ACM CoNEXT.
25. R. Henstock, Theory of Integration. Butterworth, 1963.