The Community for Technology Leaders
RSS Icon
Subscribe
Issue No.05 - May (2011 vol.22)
pp: 716-728
Jiming Chen , Zhejiang University, Hangzhou
Preetha Thulasiraman , Naval Postgraduate School, Monterey
ABSTRACT
In this paper, we investigate the problem of flow routing and fair bandwidth allocation under interference constraints for multihop wireless networks. We first develop a novel isotonic routing metric, RI^{3}M, considering the influence of interflow and intraflow interference. The isotonicity of the routing metric is proved using virtual network decomposition. Second, in order to ensure QoS, an interference-aware max-min fair bandwidth allocation algorithm, LMX:M^3F, is proposed where multiple paths (determined by using the routing metric) coexist for each user to the base station. In order to solve the algorithm, we develop an optimization formulation that is modeled as a multicommodity flow problem where the lexicographically largest bandwidth allocation vector is found among all optimal allocation vectors while considering constraints of interference on the flows. We compare our RI^{3}M routing metric and LMX:M^3F bandwidth allocation algorithm with various interference-based routing metrics and interference-aware bandwidth allocation algorithms established in the literature. We show that RI^{3}M and LMX:M^3F succeed in improving network performance in terms of delay, packet loss ratio, and bandwidth usage.
INDEX TERMS
Interference, multicommodity flow, fairness, routing, quality of service.
CITATION
Jiming Chen, Preetha Thulasiraman, "Multipath Routing and Max-Min Fair QoS Provisioning under Interference Constraints in Wireless Multihop Networks", IEEE Transactions on Parallel & Distributed Systems, vol.22, no. 5, pp. 716-728, May 2011, doi:10.1109/TPDS.2010.145
REFERENCES
[1] D. Soldani and S. Dixit, "Wireless Relays for Broadband Access," IEEE Comm. Magazine, vol. 46, no. 3, pp. 58-66, Mar. 2008.
[2] H.T. Cheng and W. Zhuang, "An Optimization Framework for Balancing Throughput and Fairness in Wireless Networks with qos Support," IEEE Trans. Wireless Comm., vol. 7, no. 2, pp. 584-593, Feb. 2008.
[3] L. Tassiulas and S. Sarkar, "Maxmin Fair Scheduling in Wireless Ad Hoc Networks," IEEE J. Selected Areas in Comm., vol. 23, no. 1, pp. 163-173, Jan. 2005.
[4] Y. Wang, W. Wang, X.-Y. Li, and W.-Z. Song, "Interference-Aware Joint Routing and tdma Link Scheduling for Static Wireless Networks," IEEE Trans. Parallel and Distributed Systems, vol. 19, no. 12, pp. 1709-1725, Dec. 2008.
[5] D. Bertsekas and R. Gallagher, Data Networks. Prentice-Hall, 1992.
[6] J. Kleinberg, Y. Rabani, and E. Tardos, "Fairness in Routing and Load Balancing," J. Computer and System Sciences, vol. 63, no. 1, pp. 568-578, Aug. 2001.
[7] M. Allalouf and Y. Shavitt, "Centralized and Distributed Algorithms for Routing and Weighted Max-Min Fair Bandwidth Allocation," IEEE/ACM Trans. Networking, vol. 16, no. 5, pp. 1015-1024, Oct. 2008.
[8] D. Nace, L. Doan, O. Klopfenstein, and A. Bashllari, "Max-Min Fairness in Multi-Commodity Flows," Computers and Operations Research, vol. 35, no. 2, pp. 557-573, Feb. 2008.
[9] D. Nace, N. Doan, E. Gourdin, and B. Liau, "Computing Optimal Max-Min Fair Resource Allocation for Elastic Flows," IEEE/ACM Trans. Networking, vol. 14, no. 6, pp. 1272-1281, Dec. 2006.
[10] X. Huang, S. Feng, and H. Zhuang, "Cross-Layer Fair Resource Allocation for Multi-Radio Multi-Channel Wireless Mesh Networks," Proc. Int'l Conf. Wireless Comm., Networking and Mobile Computing (WiCom), pp. 2639-2643, Sept. 2009.
[11] V.S. Mansouri, A.H. Mohsenian-Rad, and V.W.S. Wong, "Lexicographically Optimal Routing for Wireless Sensor Networks with Multiple Sinks," IEEE Trans. Vehicular Technology, vol. 58, no. 3, pp. 1490-1500, Mar. 2009.
[12] J. Tang, R. Hincapie, G. Xue, W. Zhang, and R. Bustamante, "Fair Bandwidth Allocation in Wireless Mesh Networks with Cognitive Radios," IEEE Trans. Vehicular Technology, vol. 59, no. 3, pp. 1487-1496, Mar. 2010.
[13] J. Chou and B. Lin, "Optimal Multi-Path Routing and Bandwidth Allocation under Utility Max-Min Fairness," Proc. IEEE Int'l Workshop Quality of Service (IWQoS), pp. 1-9, July 2009.
[14] P. Wang, H. Jiang, W. Zhuang, and H. Poor, "Redefinition of Max-Min Fairness in Multi-Hop Wireless Networks," IEEE Trans. Wireless Comm., vol. 7, no. 12, pp. 4786-4791, Dec. 2008.
[15] J. Tang, G. Xue, and C. Chandler, "Interference Aware Routing and Bandwidth Allocation for Qos Provisioning in Multihop Wireless Networks," Wireless Comm. and Mobile Computing, vol. 5, no. 8, pp. 933-943, Dec. 2005.
[16] A. Iyer, C. Rosenberg, and A. Karnik, "What Is the Right Model for Wireless Channel Interference," IEEE Trans. Wireless Comm., vol. 8, no. 5, pp. 2662-2671, May 2009.
[17] P. Thulasiraman and X. Shen, "Interference Aware Subcarrier Assignment for Throughput Maximization in OFDMA Wireless Relay Mesh Networks," Proc. IEEE Int'l Conf. Comm. (ICC), pp. 1-6, June 2009.
[18] P. Thulasiraman and X. Shen, "Decoupled Optimization of Interference Aware Routing and Scheduling for Throughput Maximization in Wireless Relay Mesh Networks," Proc. IEEE Workshop Wireless Mesh Networks (WiMesh) (Colocated with IEEE Conf. Sensor, Mesh and Ad Hoc Comm. and Networks (SECON)), pp. 1-6, June 2009.
[19] Y. Yang, J. Wang, and R. Kravets, "Designing Routing Metrics for Mesh Networks," Proc. IEEE Workshop Wireless Mesh Networks (WiMesh), Sept. 2005.
[20] D.D. Couto, D. Aguayo, J. Bicket, and R. Morris, "A High-Throughput Path Metric for Multi-Hop Wireless Routing," Proc. ACM MobiCom, pp. 134-146, Sept. 2003.
[21] R. Draves, J. Padhye, and B. Zill, "Routing in Multi-Radio, Multi-Hop Wireless Mesh Networks," Proc. ACM MobiCom, pp. 114-128, Sept. 2004.
[22] A. Subramanian, M. Buddhikot, and S. Miller, "Interference Aware Routing in Multi-Radio Wireless Mesh Networks," Proc. IEEE Workshop Wireless Mesh Networks (WiMesh), pp. 55-63, Sept. 2006.
[23] R. Langar, N. Bouabdallah, and R. Boutaba, "Mobility-Aware Clustering Algorithms with Interference Constraints," Computer Networks, vol. 53, no. 1, pp. 25-44, Jan. 2009.
[24] P. Thulasiraman, J. Chen, and X. Shen, "Max-Min Fair Multipath Routing with Physical Interference Constraints for Multihop Wireless Networks," Proc. IEEE Int'l Conf. Comm. (ICC '10), May 2010.
[25] P. Thulasiraman and X. Shen, "Disjoint Multipath Routing and qos Provisioning under Physical Interference Constraints," Proc. IEEE Wireless Comm. and Networking Conf. (WCNC '10), Apr. 2010.
[26] W. Park and S. Bahk, "Resource Management Policies for Fixed Relays in Cellular Networks," Elsevier Computer Comm., vol. 32, no. 4, pp. 703-711, Mar. 2009.
[27] A. Bagchi, A. Chaudhary, and P. Kolman, "Short Length Menger's Theorem and Reliable Optical Routing," Theoretical Computer Science, vol. 339, no. 2, pp. 315-332, June 2005.
[28] P. Thulasiraman, S. Ramasubramanian, and M. Krunz, "Disjoint Multipath Routing in Dual Homing Networks Using Colored Trees," Proc. IEEE Global Telecomm. Conf. (GLOBECOM), pp. 1-5, Nov./Dec. 2006.
[29] P. Thulasiraman, S. Ramasubramanian, and M. Krunz, "Disjoint Multipath Routing to Two Distinct Drains in a Multi-Drain Sensor Network," Proc. IEEE INFOCOM, pp. 643-651, May 2007.
[30] M. Mauve, J. Widmer, and H. Hartenstein, "A Survey on Position Based Routing in Mobile Ad Hoc Networks," IEEE Networks, vol. 15, no. 6, pp. 30-39, Nov. 2001.
[31] G. Brar, D. Blough, and P. Santi, "Computationally Efficient Scheduling with the Physical Interference Model for Throughput Improvement in Wireless Mesh Networks," Proc. ACM MobiCom, pp. 2-13, Sept. 2006.
[32] Y. Shi, Y. Hou, J. Liu, and S. Kompella, "How to Correctly Use the Protocol Interference Model for Multi-Hop Wireless Networks," Proc. ACM MobiHoc, pp. 239-248, May 2009.
[33] J. Zhou and K. Mitchell, "A Scalable Delay Based Analytical Framework for csma/ca Wireless Mesh Networks," Computer Networks, vol. 54, no. 2, pp. 304-318, Feb. 2010.
[34] G. Athanasiou, T. Korakis, O. Ercetin, and L. Tassiulas, "Cross-Layer Framework for Association Control in Wireless Mesh Networks," IEEE Trans. Mobile Computing, vol. 8, no. 1, pp. 65-80, Jan. 2009.
[35] R. Bhandari, Survivable Networks: Algorithms for Diverse Routing. Kluwer Academic Publishers, 1999.
[36] D. Nace and M. Pioro, "Max-Min Fairness and Its Applications to Routing and Load Balancing in Communication Networks: A Tutorial," IEEE Comm. Surveys and Tutorials, vol. 10, no. 4, pp. 5-17, Jan. 2008.
[37] R. Kortebi, Y. Gourhant, and N. Agoulmine, "On the Use of Sinr for Interference-Aware Routing in Wireless Multi-Hop Networks," Proc. ACM Int'l Workshop Modeling Analysis and Simulation of Wireless and Mobile Systems (MSWiM), pp. 395-399, Oct. 2007.
[38] J.-Y. Teo, Y. Ha, and C.-K. Tham, "Interference Minimized Multipath Routing with Congestion Control in Wireless Sensor Network with High Rate Streaming," IEEE Trans. Mobile Computing, vol. 7, no. 9, pp. 1124-1137, Sept. 2008.
[39] M. Takai, J. Martin, and R. Bragodia, "Effects of Wireless Physical Layer Modeling in Mobile Ad Hoc Networks," Proc. ACM MobiHoc, pp. 87-94, Oct. 2001.
6 ms
(Ver 2.0)

Marketing Automation Platform Marketing Automation Tool