Title :
Using Partially Overlapping Channels to Improve Throughput in Wireless Mesh Networks
Author :
Ding, Yong ; Huang, Yi ; Zeng, Guokai ; Xiao, Li
Author_Institution :
VMware, Inc., Palo Alto, CA, USA
Abstract :
Wireless mesh networks have attracted great interest in the research community recently. Much effort has been devoted to maximizing the network performance using limited channel resources in a multichannel multiradio wireless mesh network. It is believed that the limited spectrum resource can be fully exploited by utilizing partially overlapping channels in addition to nonoverlapping channels in 802.11b/g networks. However, there are only few studies of channel assignment algorithms for partially overlapping channels. In this paper, we first formulate the optimal channel assignment problem with the goal of maximizing the overall network throughput or maximizing the throughput of a multicast application. For both cases, we present a greedy algorithm for partially overlapping channel assignment, and then propose a novel genetic algorithm, which has the potential to obtain better solutions. Through evaluation, we demonstrate that the overall network throughput can be dramatically improved by properly utilizing the partially overlapping channels. The genetic algorithm outperforms the greedy algorithm in mitigating the network interference, and therefore leads to higher network throughput. In addition, the multicast throughput can also be dramatically improved by using our algorithms compared to previous work.
Keywords :
channel allocation; genetic algorithms; greedy algorithms; multicast communication; performance evaluation; radio spectrum management; radiofrequency interference; wireless LAN; wireless channels; wireless mesh networks; 802.11b/g networks; channel assignment algorithms; genetic algorithm; greedy algorithm; limited channel resources; limited spectrum resource; multicast application; multichannel multiradio wireless mesh network; network interference; network performance; network throughput; nonoverlapping channels; optimal channel assignment problem; partially overlapping channels; research community; wireless mesh networks; Genetic algorithms; Heuristic algorithms; Interference; Network topology; Throughput; Wireless communication; Wireless mesh networks; Wireless mesh network; channel assignment; genetic algorithm; partially overlapping channel; wireless interference;
Journal_Title :
Mobile Computing, IEEE Transactions on
DOI :
10.1109/TMC.2011.215