Backbone Construction for Heterogeneous Wireless Ad Hoc Networks

In this paper, we propose a backbone construction scheme over heterogeneous ad hoc networks, where the network nodes have different characteristics such as communication capacity, processing power and energy resource. Most of the wireless backbone construction techniques focus on minimizing the number of backbone nodes. In our proposed scheme, we not only minimize the backbone size, but also take the characteristics of nodes into account when building a backbone. In the scheme, the more capable nodes have higher probability to serve as backbone nodes and provide a wireless highway over which end-to-end communication can take place. The proposed scheme includes two major steps, which can be solved by formulating as a Dominating Set (DS) problem and a Steiner Tree Problem with Minimum Number of Steiner Points (STP-MSP) respectively. We focus on the two subproblems and present a number of polynomial time approximation algorithms. Simulation results show that the proposed scheme achieves higher average backbone node performance, while has approximately the same backbone size comparing with other schemes.

[1]  Vaduvur Bharghavan,et al.  Routing in ad hoc networks using a spine , 1997, Proceedings of Sixth International Conference on Computer Communications and Networks.

[2]  Xiaohua Jia,et al.  Virtual backbone construction in multihop ad hoc wireless networks , 2006, Wirel. Commun. Mob. Comput..

[3]  Atsushi Iwata,et al.  Scalable routing strategies for ad hoc wireless networks , 1999, IEEE J. Sel. Areas Commun..

[4]  D. West Introduction to Graph Theory , 1995 .

[5]  Gregory Lauer,et al.  Hierarchical Routing for Very Large Networks , 1984, MILCOM 1984 - IEEE Military Communications Conference.

[6]  Jie Wu,et al.  An extended localized algorithm for connected dominating set formation in ad hoc wireless networks , 2004, IEEE Transactions on Parallel and Distributed Systems.

[7]  Peng-Jun Wan,et al.  New distributed algorithm for connected dominating set in wireless ad hoc networks , 2002, Proceedings of the 35th Annual Hawaii International Conference on System Sciences.

[8]  Clifford Stein,et al.  Introduction to Algorithms, 2nd edition. , 2001 .

[9]  R. K. Shyamasundar,et al.  Introduction to algorithms , 1996 .

[10]  Errol L. Lloyd,et al.  Relay Node Placement in Wireless Sensor Networks , 2011, IEEE Transactions on Computers.

[11]  Brian Neil Levine,et al.  An Energy-Efficient Architecture for DTN Throwboxes , 2007, IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications.

[12]  Samir Khuller,et al.  Approximation Algorithms for Connected Dominating Sets , 1996, Algorithmica.

[13]  Vasek Chvátal,et al.  A Greedy Heuristic for the Set-Covering Problem , 1979, Math. Oper. Res..

[14]  Guohui Lin,et al.  Steiner Tree Problem with Minimum Number of Steiner Points and Bounded Edge-Length , 1999, Inf. Process. Lett..

[15]  Lusheng Wang,et al.  Approximations for Steiner Trees with Minimum Number of Steiner Points , 2000, Theor. Comput. Sci..