Browse > Article
http://dx.doi.org/10.6109/jkiice.2020.24.6.778

A Tabu Search Algorithm for Network Design Problem in Wireless Mesh Networks  

Jang, Kil-woong (Department of Data Informatics, Korea Maritime and Ocean University)
Abstract
Wireless mesh networks consist of mesh clients, mesh routers and mesh access points. The mesh router connects wireless network services to the mesh client, and the mesh access point connects to the backbone network using a wired link and provides Internet access to the mesh client. In this paper, a limited number of mesh routers and mesh access points are used to propose optimization algorithms for network design for wireless mesh networks. The optimization algorithm in this paper has been applied with a sub-subscription algorithm, which is one of the meta-heuristic methods, and is designed to minimize the transmission delay for the placement of mesh routers and mesh access points, and produce optimal results within a reasonable time. The proposed algorithm was evaluated in terms of transmission delay and time to perform the algorithm for the placement of mesh routers and mesh access points, and the performance evaluation results showed superior performance compared to the previous meta-heuristic methods.
Keywords
Network design; transmission delay; tabu search; wireless mesh networks;
Citations & Related Records
연도 인용수 순위
  • Reference
1 W. Ahmad and A. S. Qazi, "Comparison of Routing Protocols in Wireless Mesh Network on the Basis of Performance," International Journal of Networks and Comunications, vol. 8, no. 2, pp. 29-33, February 2018.
2 K. C.Karthika, "Wireless Mesh network: A survey," in International Conference on Wireless Communications, Signal Processing and Networking, pp. 1966-1970, March 2016.
3 A. Cilfone, L. Davoli, L. Belli, and G. Ferrari, "Wireless mesh networking: An IoT-Oriented perspective Survey on relevant technologies," Future Internet, vol. 11, no. 4, pp. 1-35, April 2019.
4 R. Jayaraman, G. Raja, A. K. Bashir, S. H. Chauhdary, A. Hassan, and M. A. Alqarni, "Interference mitigation based on radio aware channel assignment for wireless mesh networks," IEEE Wireless Communications, vol. 101, no. 3, pp 1539-1557, May 2018.
5 S. Y. Shahdad, A. Sabahath, and R. Parveez, "Architecture, issues and challenges of wireless mesh network," in Proceedings of International Conference on Wireless Communications, Signal Processing, pp. 557-560, April 2016.
6 M. R. Girgis, T. M. Mhmoud, B. A. Abdullatif, and A. M. Rabie, "Solving the wireless mesh network design problem using genetic algorithm and simulated annealing optimization methods," International Journal of Computer Applications, vol. 96, no. 11, pp. 1-10, June 2014.   DOI
7 S. Tajima, T. Higashino, N. Funabiki, and S. Yoshida, "An internet gateway access-point selection problem for wireless infrastructure mesh networks," in Proceedings of International Conference on Mobile Data Management, pp. 1-5, May 2006.
8 M. Kodialam and T. Nandagopal, "Characterizing the capacity region in multi-radio multi-channel wireless mesh networks," in Proceedings of International Conference on Mobile Computing and Networking, pp. 73-87, August 2005.
9 L. Badia, A. Botta, and L. Lenzini, "A genetic approach to joint routing and link scheduling for wireless mesh networks," Ad Hoc Networks, vol. 7, no. 4, pp 654-664, June 2009.   DOI
10 T. Vanhatupa, M. Hannikainen, and T. D. Hamalainen, "Performance model for IEEE 802.11s wireless mesh network deployment design," Journal of Parallel and Distributed Computing, vol. 68, no. 3, pp. 291-305, March 2008.   DOI