Towards Rich Multimedia Experience in Emerging Cognitive Radio Networks
This project investigates the problem of enabling rich multimedia services in emerging CR networks. Although highly rewarding, the new dimension of dynamics on channel availability, sensing, and access brings about a whole level of technical challenges. To address these challenges, a novel cross-layer optimization and control approach is employed, complemented with distributed algorithm design and development of an open source CR video testbed. The manifold design trade-offs, multifarious dynamics, scarce resources and, on the other hand, video's tight QoS constraints make the optimization and control approach highly suited for "squeezing" the most out of CR video networks. The three research thrusts include: cross-layer optimization of CR video networks, classical and modern control theory based analysis and design of CR video networks, and experimental research with a CR video testbed and field experiments.
August 15, 2010 ~ July 31, 2016
S. Mao, Video Streaming over Cognitive Radio Networks: When Quality of Service Meets Spectrum. New York, NY: Springer Science+Business Media, 2014. ISBN: 978-1-4614-4956-0.
D. Hu and S. Mao, "On cooperative relay in cognitive radio networks," EAI Endorsed Transactions on Mobile Communications nd Applications, vol.13, no.3, pp.e3, Dec. 2013. DOI: 10.4108/mca.1.3.e3.
D. Hu and S. Mao, “Resource allocation for scalable videos over cognitive radio networks,” Chapter 7 in Advanced Video Communications over Wireless Networks, pp.211-246, C. Zhu and Y. Li (editors). New York, NY: CRC Press, Jan. 2013. ISBN-13: 978-1439879986.
Y. Huang, S. Mao, and Y. Li, “On Downlink Power Allocation for Multiuser Variable-Bit-Rate Video Streaming,” Wiley Security and Communication Networks Journal, Special Issue on Security in Wireless Ad Hoc and Sensor Networks with Advanced QoS Provisioning, to appear. DOI: 10.1002/sec.642 (13 pages)
D. Hu and S. Mao, "A sensing error aware MAC protocol for cognitive radio networks," EAI Endorsed Transactions on Mobile Communications and Applications, vol.12, no.7/9, pp.e1, Aug. 2012. (12 pages, doi: 10.4108/mca.2012.07-09.e1)
Y. Huang, S. Mao, and Y. Li, “A majorization approach to downlink multiuser VBR video streaming,” Elsevier Computer Communications, Special Issue on Smart and Interactive Ubiquitous Multimedia Services, vol.35, no.15, pp.1828-1837, Sept. 2012.
D. Hu and S. Mao, "On Medium Grain Scalable video streaming over cognitive radio femtocell networks," IEEE Journal on Selected Areas in Communications, Special Issue on Femtocell Networks, vol.30, no.3, pp.641-651, Apr. 2012.
S. Mao, Y. Huang, and Y. Li, “Downlink VBR video streaming in cellular networks with orthogonal channels,” invited paper, E-Letter of the IEEE Communications Society Multimedia communications Technical Committee (MMTC), Special Issue on Advanced Video Communications, vol. 6, no. 9, pp.40-42, Sept. 2011.
D. Hu and S. Mao, “Streaming scalable videos over multi-hop cognitive radio networks,” IEEE Transactions on Wireless Communications, vol.9, no.11, pp.3501-3511, Nov. 2010.
S. Mao and D. Hu, “Video over cognitive radio networks: When compression meets the radios,” invited paper, E-Letter of the IEEE Communications Society Multimedia Communications Technical Committee (MMTC), Special Issue on Advances in Network-Adaptive Multimedia Communications, vol. 5, no. 6, pp.14-16, Nov. 2010.
Y. Zhao, S. Mao, J.H. Reed, and Y. Huang, “Utility function selection for streaming videos with a cognitive engine testbed,” ACM/Springer Mobile Networks and Applications Journal (MONET), Special Issue on Advances In Wireless Test beds and Research Infrastructures, vol.15, no.3, pp.446-460, June 2010.
D. Hu, S. Mao, Y.T. Hou, and J.H. Reed, “Scalable video multicast in cognitive radio networks,” IEEE Journal on Selected Areas in Communications, Special Issue on Wireless Video Transmission, vol.29, no.3, pp.334-344, Apr. 2010.
Y. Zhao, S. Mao, J. Neel, and J.H. Reed, “Performance evaluation of cognitive radios: Metrics, utility functions, and methodologies,” invited paper, Proceedings of the IEEE, Special Issue on Cognitive Radio, vol.97, no.4, pp.642-659, Apr. 2009.
Y. Xu and S. Mao, “On interference alignment in multi-user OFDM systems,” in Proc. IEEE GLOBECOM 2012, Anaheim, CA, Dec. 2012, pp.1-6.
D. Hu and S. Mao, “Cooperative relay with interference alignment for video over cognitive radio networks,” in Proc. IEEE INFOCOM 2012, Orlando, FL, Mar. 2012, pp. 2014-2022.
Y. Huang, S. Mao, and Y. Li, “Downlink power control for VBR video streaming in cellular networks: A majorization approach,” in Proc. IEEE GLOBECOM 2011, Houston, TX, Dec. 2011, pp.1-6.
D. Hu and S. Mao, “Co-channel and adjacent channel interference mitigation in cognitive radio networks,” in Proc. IEEE MILCOM 2011, Baltimore, MD, Nov. 2011, pp.13-18.
D. Hu and S. Mao, "Resource allocation for medium grain scalable videos over femtocell cognitive radio net-works," in Proc. The 31st IEEE Intl Conference on Distributed Computing Systems (ICDCS 2011), Minneapolis, MN, June 2011, pp.258-267.
Y. Huang and S. Mao, "Downlink power control for variable bit rate video over multicell wireless networks," in Proc. IEEE INFOCOM 2011, Shanghai, China, Apr. 2011, pp.2561-2569.
D. Hu and S. Mao, “Cooperative relay in cognitive radio networks: decode-and-forward or amplify-and-forward?” in Proc. IEEE GLOBECOM 2010, Miami, FL, Dec. 2010, pp.1-5.
Y. Huang, S. Mao, and Y. Li, “Downlink power allocation for stored VBR videos,” invited paper, presented at the 7th International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine’10), Houston, TX, November 2010, in Springer Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST), vol. 74, X. Zhang and D. Qiao (Eds.), pp. 423–438, 2011.
D. Hu and S. Mao, “Design and analysis of a sensing error-aware MAC protocol for cognitive radio networks,” in Proc. IEEE GLOBECOM 2009, Honolulu, HI, Nov./Dec., 2009, pp. 5514-5519.
D. Hu, S. Mao, and J.H. Reed, “On video multicast in cognitive radio networks,” in Proc. IEEE INFOCOM 2009, Rio de Janeiro, Brazil, Apr. 2009, pp.2222-2230.
Y. Zhao, S. Mao, J.H. Reed, and Y. Huang, “Experimental study of utility function selection for video over cognitive radio networks,” in Proc. TRIDENTCOM 2009, Washington D.C., Apr. 2009, pp.1-10.
We acknowledge the generous support from our sponsor
This work is supported in part by the U.S. National Science Foundation (NSF) under Grant CNS-0953513. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the foundation.