控制工程 ›› 2019, Vol. 26 ›› Issue (12): 2401-2406.

• • 上一篇    

利用SAA的无线Mesh网络容量增加方法

  

  • 出版日期:2019-12-20 发布日期:2023-11-29

A Capacity Increasing Method of Using SAA for Wireless Mesh Network

  • Online:2019-12-20 Published:2023-11-29

摘要: 为了在不增加网络节点和网关下提高无线Mesh网络的容量,提出一种基于模拟退火算法(Simulated Annealing Algorithm, SAA)和整数线性规划(Integer Linear Programming, ILP)模型的容量增加方法。首先,将单射频单信道无线Mesh网络的拓扑结构建模成一个有向图。然后,在考虑干扰约束下,将容量增加问题构建成一个ILP模型。然后,利用模拟退火算法快速选择出可增加容量的链路。最后,通过ILP模型来增加这些链路的容量,使网络总吞吐量达到最大。仿真结果表明,提出的方法有效提高了网络吞吐量,且能够在较短时间内找到最优解。

关键词: 容量增加, 无线网状网络, 单射频单信道, 整数线性规划, 模拟退火算法

Abstract:  In order to improve the capacity of wireless Mesh networks without adding network nodes and gateways, a capacity increase method based on simulated annealing algorithm (SAA) and integer linear programming (ILP) model is proposed. First, the topology of a single RF single channel wireless mesh network is modeled as a directed graph. Then, considering the interference constraint, the capacity increase problem is constructed as an ILP model, and the simulated annealing algorithm is used to quickly select the link that can increase the capacity. Finally, the ILP model is used to increase the capacity of these links to maximize the total network throughput. The simulation results show that the proposed method can effectively improve the network throughput and can find the optimal solution in a short time.

Key words: Capacity augmentation, wireless mesh networks, single rf single channel, integer linear programming, simulated annealing algorithm