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Issue No.03 - March (2012 vol.11)

pp: 492-503

Cunqing Hua , Zhejiang University, Hangzhou

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/TMC.2011.99

ABSTRACT

Topology engineering concerns with the problem of automatic determination of physical layer parameters to form a network with desired properties. In this paper, we investigate the joint power control, channel assignment, and radio interface selection for robust provisioning of link bandwidth in infrastructure multiradio multichannel wireless networks in presence of channel variability and external interference. To characterize the logical relationship between spatial contention constraints and transmit power, we formulate the joint power control and radio-channel assignment as a generalized disjunctive programming problem. The generalized Benders decomposition technique is applied for decomposing the radio-channel assignment (combinatorial constraints) and network resource allocation (continuous constraints) so that the problem can be solved efficiently. The proposed algorithm is guaranteed to converge to the optimal solution within a finite number of iterations. We have evaluated our scheme using traces collected from two wireless testbeds and simulation studies in Qualnet. Experiments show that the proposed algorithm is superior to existing schemes in providing larger interference margin, and reducing outage and packet loss probabilities.

INDEX TERMS

Wireless networks, topology engineering, generalized disjunctive programming, generalized Benders decomposition.

CITATION

Cunqing Hua, "Robust Topology Engineering in Multiradio Multichannel Wireless Networks",

*IEEE Transactions on Mobile Computing*, vol.11, no. 3, pp. 492-503, March 2012, doi:10.1109/TMC.2011.99REFERENCES

- [1] MADWIFI, Multiband Atheros Driver for WiFi, http:/madwifi. org, 2011.
- [2] Technology for All (TFA) project, http:/tfa.rice.edu, 2011.
- [3] M. Alicherry, R. Bhatia, and L.E. Li, “Joint Channel Assignment and Routing for Throughput Optimization in Multi-Radio Wireless Mesh Networks,”
Proc. ACM MobiCom, pp. 58-72, 2005.- [4] S. Boyd, S.-J. Kim, L. Vandenberghe, and A. Hassibi, “A Tutorial on Geometric Programming,”
Optimization and Eng., vol. 8, pp. 67-127, 2007.- [5] I. Broustis, K. Papagiannaki, S.V. Krishnamurthy, M. Faloutsos, and V. Mhatre, “MDG: Measurement-Driven Guidelines for 802.11 WLAN Design,”
Proc. ACM MobiCom, pp. 254-265, 2007.- [6] P. Chaporkar, K. Kar, X. Luo, and S. Sarkar, “Throughput and Fairness Guarantees through Maximal Scheduling in Wireless Networks,”
IEEE Trans. Information Theory, vol. 54, no. 2, pp. 572-594, Feb. 2008.- [7] G. Cote and M.A. Laughton, “Large-Scale Mixed Integer Programming: Benders-Type Heuristics,”
European J. Operational Research, vol. 16, no. 3, pp. 327-333, June 1984.- [8] F.F. Digham, “Joint Power and Channel Allocation for Cognitive Radios,”
Proc. IEEE Wireless Comm. and Networking Conf. (WCNC '08), pp. 882-887, Mar./Apr. 2008.- [9] G.J. Foschini and Z. Miljanic, “Distributed Autonomous Wireless Channel Assignment Algorithm with Power Control,”
IEEE Trans. Vehicular Technology, vol. 44, no. 3, pp. 420-429, Aug. 1995.- [10] Y. Gao, J.C. Hou, and H. Nguyen, “Topology Control for Maintaining Network Connectivity and Maximizing Network Capacity under the Physical Model,”
Proc. IEEE INFOCOM, pp. 1013-1021, 2008.- [11] A.M. Geoffrion, “Generalized Benders Decomposition,”
J. Optimization Theory and Applications, vol. 10, no. 4, pp. 237-260, 1972.- [12] GLPK (GNU Linear Programming Kit), http://www.gnu.org/softwareglpk, 2011.
- [13] C. Hua, S. Wei, and R. Zheng, “Robust Channel Assignment for Link-Level Resource Provision in Multi-Radio Multi-Channel Wireless Networks,”
Proc. IEEE Int'l Conf. Network Protocols (ICNP) Oct. 2008.- [14] S. Kandukuri and S. Boyd, “Optimal Power Control in Interference-Limited Fading Wireless Channels with Outage-Probability Specifications,”
IEEE Trans. Wireless Comm., vol. 1, no. 1, pp. 46-55, Jan. 2002.- [15] B. Kauffmann, F. Baccelli, A. Chaintreau, V. Mhatre, K. Papagiannaki, and C. Diot, “Measurement-Based Self Organization of Interfering 802.11 Wireless Access Networks,”
Proc. IEEE INFOCOM, pp. 1451-1459, 2007.- [16] B. Kauffmann, F. Baccelli, A. Chaintreau, V. Mhatre, K. Papagiannaki, and C. Diot, “Self Organization of Interfering 802.11 Wireless Access Networks,”
Proc. IEEE INFOCOM, 2007.- [17] M. Kodialam and T. Nandagopal, “Characterizing the Capacity Region in Multi-Radio Multi-Channel Wireless Mesh Networks,”
Proc. ACM MobiCom, pp. 73-87, 2005.- [18] D. Li and X. Sun,
Nonlinear Integer Programming. Springer, 2006.- [19] N. Li and J. Hou, “Topology Control in Heterogeneous Wireless Networks: Problems and Solutions,”
Proc. IEEE INFOCOM, Mar. 2004.- [20] N. Li, J.C. Hou, and L. Sha, “Design and Analysis of an MST-Based Topology Control Algorithm,”
Proc. IEEE INFOCOM, Apr. 2003.- [21] X.-Y. Li, G. Calinescu, and P.-J. Wan, “Distributed Construction of Planar Spanner and Routing for Ad Hoc Networks,”
Proc. IEEE INFOCOM, June 2002.- [22] X. Lin and S.B. Rasool, “Distributed and Provably Efficient Algorithms for Joint Channel-Assignment, Scheduling, and Routing in Multichannel Ad Hoc Wireless Networks,”
IEEE/ACM Trans. Networking, vol. 17, no. 6, pp. 1874-1887, Dec. 2009.- [23] V. Mhatre, K. Papagiannaki, and F. Baccelli, “Interference Mitigation through Power Control in High Density 802.11 WLANs,”
Proc. IEEE INFOCOM, 2007.- [24] J. Mo and J. Walrand, “Fair End-to-End Window-Based Congestion Control,”
IEEE/ACM Trans. Networking, vol. 8, no. 5, pp. 556-567, Oct. 2000.- [25] S. Narayanaswamy, V. Kawadia, R.S. Sreenivas, and P.R. Kumar, “Power Control in Ad Hoc Networks: Theory, Architecture, Algorithm and Implementation of the COMPOW Protocol,”
Proc. European Wireless Conf., 2002.- [26] A. Rad and V. Wong, “Joint Channel Allocation, Interface Assignment and Mac Design for Multi-Channel Wireless Mesh Networks,”
Proc. IEEE INFOCOM, pp. 1469-1477, May 2007.- [27] A. Raniwala, K. Gopalan, and T. Chiueh, “Centralized Channel Assignment and Routing Algorithms for Multi-Channel Wireless Mesh Networks,”
SIGMOBILE Mobile Computing and Comm. Rev., vol. 8, no. 2, pp. 50-65, 2004.- [28] E. Rozner, Y. Mehta, A. Akella, and L. Qiu, “Traffic-Aware Channel Assignment in Enterprise Wireless LANs,”
Proc. IEEE Int'l Conf. Network Protocols (ICNP), 2007.- [29] I. Scalable, “Network Technologies,”
QualNet 4.0 Programmer's Guide, Scalable Network Technologies, Inc., 2007.- [30] V. Shrivastava, D. Agrawal, A. Mishra, S. Banerjee, and T. Nadeem, “Understanding the Limitations of Transmit Power Control for Indoor Wlans,”
Proc. Seventh ACM SIGCOMM Conf. Internet Measurement (IMC '07), pp. 351-364, 2007.- [31] A.P. Subramanian, H. Gupta, and S.R. Das, “Minimum Interference Channel Assignment in Multi-Radio Wireless Mesh Networks,”
Proc. Ann. IEEE Comm. Soc. Conf. Sensor, Mesh and Ad Hoc Comm. and Networks (SECON '07), pp. 481-490, 2007.- [32] M. Thomas and W. Roger, “The Complexity of Connectivity in Wireless Networks,”
Proc. IEEE INFOCOM, 2006.- [33] M. Thomas, W. Roger, and Z. Aaron, “Topology Control Meets Sinr: The Scheduling Complexity of Arbitrary Topologies,”
Proc. ACM MobiHoc, 2006.- [34] A. Vecchietti, S. Lee, and I.E. Grossmann, “Modeling of Discrete/Continuous Optimization Problems: Characterization and Formulation of Disjunctions and Their Relaxations,”
Computers and Chemical Eng., vol. 27, no. 3, pp. 433-448, 2003.- [35] R. Wattenhofer, L. Li, P. Bahl, and Y.-M. Wang, “Distributed Topology Control for Power Efficient Operation in Multihop Wireless Ad Hoc Networks,”
Proc. IEEE INFOCOM, 2001.- [36] X. Wu, R. Srikant, and J.R. Perkins, “Scheduling Efficiency of Distributed Greedy Scheduling Algorithms in Wireless Networks,”
IEEE Trans. Mobile Computing, vol. 6, no. 6, pp. 595-605, June 2007. |