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Issue No.11 - Nov. (2013 vol.12)
pp: 2193-2205
Changqiao Xu , Beijing University of Posts and Telecommunications, Beijing and Beijing University of Posts and Telecommunications, Wuxi
Tianjiao Liu , Beijing University of Posts and Telecommunications, Beijing
Jianfeng Guan , Beijing University of Posts and Telecommunications, Beijing
Hongke Zhang , Beijing University of Posts and Telecommunications, Beijing and Beijing Jiaotong University, Beijing
Gabriel-Miro Muntean , Dublin City University, Dublin
Mobile devices equipped with multiple network interfaces can increase their throughput by making use of parallel transmissions over multiple paths and bandwidth aggregation, enabled by the stream control transport protocol (SCTP). However, the different bandwidth and delay of the multiple paths will determine data to be received out of order and in the absence of related mechanisms to correct this, serious application-level performance degradations will occur. This paper proposes a novel quality-aware adaptive concurrent multipath transfer solution (CMT-QA) that utilizes SCTP for FTP-like data transmission and real-time video delivery in wireless heterogeneous networks. CMT-QA monitors and analyses regularly each path's data handling capability and makes data delivery adaptation decisions to select the qualified paths for concurrent data transfer. CMT-QA includes a series of mechanisms to distribute data chunks over multiple paths intelligently and control the data traffic rate of each path independently. CMT-QA's goal is to mitigate the out-of-order data reception by reducing the reordering delay and unnecessary fast retransmissions. CMT-QA can effectively differentiate between different types of packet loss to avoid unreasonable congestion window adjustments for retransmissions. Simulations show how CMT-QA outperforms existing solutions in terms of performance and quality of service.
Wireless networks, Receivers, Estimation, Delay, Bandwidth,video delivery, Quality awareness, concurrent multipath transfer, SCTP, heterogeneous wireless network
Changqiao Xu, Tianjiao Liu, Jianfeng Guan, Hongke Zhang, Gabriel-Miro Muntean, "CMT-QA: Quality-Aware Adaptive Concurrent Multipath Data Transfer in Heterogeneous Wireless Networks", IEEE Transactions on Mobile Computing, vol.12, no. 11, pp. 2193-2205, Nov. 2013, doi:10.1109/TMC.2012.189
[1] T. Alpcan, J.P. Singh, and T. Basar, "Robust Rate Control for Heterogeneous Network access in Multihomed Environments," IEEE Trans. Mobile Computing, vol. 8, no. 1, pp. 41-51, Jan. 2009.
[2] C.H. Hsu and M. Hefeeda, "Flexible Broadcasting of Scalable Video Streams to Heterogeneous Mobile Devices," IEEE Trans. Mobile Computing, vol. 10, no. 3, pp. 406-418, Mar. 2011.
[3] C. Xu, G.-M. Muntean, E. Fallon, and A. Hanley, "Distributed Storage-Assisted Data-Driven Overlay Network for P2P VoD Services," IEEE Trans. Broadcasting, vol. 55, no. 1, pp. 1-10, Mar. 2009.
[4] L. Zhou, H.C. Chao, and A.V. Vasilakos, "Joint Forensics-Scheduling Strategy for Delay-Sensitive Multimedia Applications over Heterogeneous Networks," IEEE J. Selected Areas in Comm., vol. 29, no. 7, pp. 1358-1367, Aug. 2011.
[5] R. Stewart, "Stream Control Transmission Protocol (SCTP)," IETF RFC 4960, 2007.
[6] R. Fracchia, C. Casetti, C.F. Chiasserini, and M. Meo, "WiSE: Best-Path Selection in Wireless Multihoming Environments," IEEE Trans. Mobile Computing, vol. 6, no. 10, pp. 1130-1141, Oct. 2007.
[7] T. Dreibholz, E.P. Rathgeb, I. Rungeler, R. Seggelmann, M. Tuxen, and R. Stewartm, "Stream Control Transmission Protocol: Past, Current and Future Standardization Activities," IEEE Comm. Magazine, vol. 49, no. 4, pp. 82-88, Apr. 2011.
[8] T.D. Wallace and A. ShamiT, "A Review of Multihoming Issues Using the Stream Control Transmission Protocol," IEEE Comm. Surveys and Tutorials, pp. 1-14, 2011.
[9] R. Stewart, Q. Xie, M. Tuexen, S. Maruyama, and M. Kozuka, "Stream Control Transmission Protocol (SCTP) Dynamic Address Reconfiguration," IETF RFC 5061, Sept. 2007.
[10] J.R. Iyengar, P. Amer, and R. Stewart, "Concurrent Multipath Transfer Using SCTP Multihoming over Independent End-to-End Paths," IEEE/ACM Trans. Networking, vol. 14, no. 5, pp. 951-964, Oct. 2006.
[11] P. Natarajan, N. Ekiz, P.D. Amer, and R. Stewart, "Concurrent Multipath Transfer during Path Failure," Computer Network, vol. 32, no. 15, pp. 1577-1587, Sept. 2009.
[12] C. Xu, E. Fallon, Y. Qiao, L. Zhong, and G.-M. Muntean, "Performance Evaluation of Multimedia Content Distribution over Multihomed Wireless Networks," IEEE Trans. Broadcasting, vol. 57, no. 2, pp. 204-215, June 2011.
[13] C.M. Huang and M.S. Lin, "Fast Retransmission for Concurrent Multipath Transfer (CMT) over Vehicular Networks," IEEE Comm. Letters, vol. 15, no. 4, pp. 386-388, Apr. 2011.
[14] C.M. Huang and M.S. Lin, "Multimedia Streaming Using Partially Reliable Concurrent Multipath Transfer for Multihomed Network," IET Comm., vol. 5, no. 5, pp. 587-597, Mar. 2011.
[15] C. Xu, E. Fallon, Y. Qiao, G.-M. Muntean, X. Li, and A. Hanley, "Performance Evaluation of Distributing Real-Time Video over Concurrent Multipath," Proc. IEEE Conf. Wireless Comm. and Networking Conf. (WCNC), 2009.
[16] B. Wang, W. Feng, S. Zhang, and H. Zhang, "Concurrent Multipath Transfer Protocol Used in Ad Hoc Networks," IET Comm., vol. 4, no. 7, pp. 884-893, Apr. 2010.
[17] W. Yang, H.W. Li, F.H. Li, Q. Wu, and J.P. Wu, "RPS: Range-Based Path Selection Method for Concurrent Multipath Transfer," Proc. Sixth Int'l Wireless Comm. and Mobile Computing Conf. (IWCMC), June 2010.
[18] J. Liao, J. Wang, T. Li, and X. Zhu, "Introducing Multipath Selection for Concurrent Multipath Transfer in the Future Internet," Computer Networks, vol. 55, no. 4, pp. 1024-1035, Mar. 2011.
[19] S. Li, Y. Qin, and H. Zhang, "Distributed Rate Allocation for Flows in Best Path Transfer Using SCTP Multihoming," Telecomm. Systems, vol. 44, no. 1, pp. 81-94, Jan. 2010.
[20] E. Yilmaz, N. Ekiz, P. Natarajan, P.D. Amer, J.T. Leighton, F. Baker, and R.R. Steward, "Throughput Analysis of Non-Renegable Selective Acknowledgement (NR-SACKs) for SCTP," Computer Comm., vol. 33, no. 16, pp. 1982-1991, Oct. 2010.
[21] T. Dreibholz, M. Becke, E.P. Rathgeb, and M. Tuxen, "On the Use of Concurrent Multipath Transfer over Asymmetric Paths," Proc. IEEE Global Telecomm. Conf. (GLOBECOM), 2010.
[22] H. Adhari, T. Dreibholz, M. Becke, E.P. Rathgeb, and M. Tuxen, "Evaluation of Concurrent Multipath Transfer over Dissimilar Paths," Proc. IEEE Workshops Int'l Conf. Advanced Information Networking and Applications (WAINA), 2011.
[23] L. Cui, S.J. Koh, and W.J. Lee, "Fast Selective ACK Scheme for Throughput Enhancement of Multi-Homed SCTP Hosts," IEEE Comm. Letters, vol. 14, no. 6, pp. 587-589, June 2010.
[24] C. Fortuna and M. Mohorcica, "Trends in the Development of Communication Network: Cognitive Networks," Computer Network, vol. 53, no. 25, pp. 1354-1376, June 2009.
[25] Y.L. Hong, W.Q. Meeker, and L.A. Escobar, "The Relationship between Confidence Intervals for Failure Probabilities and Life Time Quantiles," IEEE Trans. Reliability, vol. 57, no. 2, pp. 260-266, June 2008.
[26] "The Network Simulator - ns-2,", Nov. 2011.
[27] C. Fraleigh, S. Moon, B. Lyles, C. Cotton, M. Khan, D. Moll, R. Rockell, T. Seely, and S.C. Diot, "Packet-Level Traffic Measurements from the Sprint IP Backbone," IEEE Network, vol. 17, no. 6, pp. 6-16, Dec. 2003.
[28] "Video Filtering and Compression by MSU Video Group (CS MSU Graphics & Media Lab)," http://www.compression.ruvideo, 2013.
[29] T. Dreibholz, H. Adhari, M. Becke, and E.P. Rathgeb, "Simulation and Experimental Evaluation of Multipath Congestion Control Strategies," Proc. IEEE 26th Int'l Conf. Advanced Information Networking and Applications Workshops (AINA), 2012.
[30] P. Amer, M. Becke, T. Dreibholz, N. Ekiz, J. Iyengar, P. Natarajan, R. Stewart, and M. Tuexen, "Load Sharing for the Stream Control Transmission Protocol (SCTP)," IETF Internet draft, Mar. 2012.
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