State-Aware Re-configuration Model for Multi-Radio Wireless Mesh Networks

被引:5
作者
Zakaria, Omar M. [1 ,2 ]
Hashim, Aisha-Hassan Abdalla [1 ]
Hassan, Wan Haslina [2 ]
Khalifa, Othman Omran [1 ]
Azram, Mohammad [3 ]
Goudarzi, Shidrokh [2 ]
Jivanadham, Lalitha Bhavani [2 ]
Zareei, Mahdi [4 ]
机构
[1] Int Islamic Univ Malaysia, Fac Engn, Kuala Lumpur, Malaysia
[2] Univ Teknol Malaysia, Malaysia Japan Int Inst Technol, Skudai, Johor, Malaysia
[3] Sultan Qaboos Univ, Dept Math & Stat, Sultan, Oman
[4] Tecnol Monterrey, Sch Sci & Engn, Monterrey, Mexico
来源
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS | 2017年 / 11卷 / 01期
关键词
Multi-Radio; Wireless Mesh Networks; State-Aware Re-configuration; JointChannel Assignment and Routing; CHANNEL ASSIGNMENT; ALLOCATION; ALGORITHM; RECONFIGURATION;
D O I
10.3837/tiis.2017.01.008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Joint channel assignment and routing is a well-known problem in multi-radio wireless mesh networks for which optimal configurations is required to optimize the overall throughput and fairness. However, other objectives need to be considered in order to provide a high quality service to network users when it deployed with high traffic dynamic. In this paper, we propose a re-configuration optimization model that optimizes the network throughput in addition to reducing the disruption to the mesh clients' traffic due to the re-configuration process. In this multi-objective optimization model, four objective functions are proposed to be minimized namely maximum link-channel utilization, network average contention, channel re-assignment cost, and re-routing cost. The latter two objectives focus on reducing the re-configuration overhead. This is to reduce the amount of disrupted traffic due to the channel switching and path re-routing resulted from applying the new configuration. In order to adapt to traffic dynamics in the network which might be caused by many factors i.e. users' mobility, a centralized heuristic re-configuration algorithm called State-Aware Joint Routing and Channel Assignment (SAJRCA) is proposed in this research based on our re-configuration model. The proposed algorithm re-assigns channels to radios and re-configures flows' routes with aim of achieving a tradeoff between maximizing the network throughput and minimizing the re-configuration overhead. The ns-2 simulator is used as simulation tool and various metrics are evaluated. These metrics include channel-link utilization, channel re-assignment cost, re-routing cost, throughput, and delay. Simulation results show the good performance of SA-JRCA in term of packet delivery ratio, aggregated throughput and re-configuration overhead. It also shows higher stability to the
引用
收藏
页码:146 / 170
页数:25
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