Joint Multicast Routing and Channel Assignment in Multiradio Multichannel Wireless Mesh Networks Using Simulated Annealing

This paper proposes a simulated annealing (SA) algorithm based optimization approach to search a minimum-interference multicast tree which satisfies the end-to-end delay constraint and optimizes the usage of the scarce radio network resource in wireless mesh networks. In the proposed SA multicast algorithm, the path-oriented encoding method is adopted and each candidate solution is represented by a tree data structure (i.e., a set of paths). Since we anticipate the multicast trees on which the minimum-interference channel assignment can be produced, a fitness function that returns the total channel conflict is devised. The techniques for controlling the annealing process are well developed. A simple yet effective channel assignment algorithm is proposed to reduce the channel conflict. Simulation results show that the proposed SA based multicast algorithm can produce the multicast trees which have better performance in terms of both the total channel conflict and the tree cost than that of a well known multicast algorithm in wireless mesh networks.

[1]  Himanshu Gupta,et al.  Minimum Interference Channel Assignment in Multi-Radio Wireless Mesh Networks , 2007, 2007 4th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks.

[2]  T. V. Levanova,et al.  Algorithms of Ant System and Simulated Annealing for the p-median Problem , 2004 .

[3]  Yong Qi,et al.  Dynamic multicast routing algorithm for delay and delay variation-bounded Steiner tree problem , 2006, Knowl. Based Syst..

[4]  Ian F. Akyildiz,et al.  Wireless mesh networks: a survey , 2005, Comput. Networks.

[5]  PadhyeJitendra,et al.  Impact of interference on multi-hop wireless network performance , 2005 .

[6]  Ding-Zhu Du,et al.  A combination of wireless multicast advantage and hitch-hiking , 2005, IEEE Communications Letters.

[7]  Dharma P. Agrawal,et al.  Multicast over wireless mobile ad hoc networks: present and future directions , 2003, IEEE Netw..

[8]  Li Xiao,et al.  Multicast Algorithms for Multi-Channel Wireless Mesh Networks , 2007, 2007 IEEE International Conference on Network Protocols.

[9]  Qi Yong,et al.  Dynamic multicast routing algorithm for delay and delay variation-bounded Steiner tree problem , 2006 .

[10]  Qing Zhu,et al.  An iterative algorithm for delay-constrained minimum-cost multicasting , 1998, TNET.

[11]  Shuyu Zhang,et al.  Research on decision tree induction from self-map space based on web , 2006, Knowl. Based Syst..

[12]  Lili Qiu,et al.  Impact of Interference on Multi-Hop Wireless Network Performance , 2003, MobiCom '03.

[13]  Chang Wook Ahn,et al.  A genetic algorithm for shortest path routing problem and the sizing of populations , 2002, IEEE Trans. Evol. Comput..

[14]  Der-Rong Din Anycast Routing and Wavelength Assignment Problem on WDM Network , 2005, IEICE Trans. Commun..

[15]  Jiannong Cao,et al.  QoS multicast routing for multimedia group communications using intelligent computational methods , 2006, Comput. Commun..