摘要
对于无线传感器网络(WSN)移动基站的调度问题,提出了一种基于线性规划方法的移动单基站调度算法。首先,通过对移动单基站调度问题的形式化描述,对该问题在时间域中进行了数学建模,并使用重建模技术,将问题从时间域转化到空间域以降低求解复杂度,然后基于线性规划理论建立了一个多项式时间复杂度的最优算法。模拟仿真实验验证了该算法的有效性,实验数据表明该移动基站调度算法能有效地延长无线传感器网络的网络生命周期。
This article focused on the mobile sink scheduling problem in Wireless Sensor Networks (WSN). A mobile single-sink scheduling algorithm in wireless sensor networks was proposed based on Linear Programming (LP). Firstly, the problem was mathematically modeled and formulated in time domain, and the problem was re-formulated from time to space domain to reduce the complexity. Then a polynomial-time optimal algorithm was proposed based on linear programming. The simulations confirm the efficiency of the algorithm and the results show that the algorithm can significantly improve the network lifetime of wireless sensor networks.
出处
《计算机应用》
CSCD
北大核心
2014年第7期1941-1946,1963,共7页
journal of Computer Applications
基金
国家自然科学基金资助项目(61202452
61300034)
福建省教育厅科技项目(JK2011010)
福建师范大学创新团队(IRTL1207)
关键词
无线传感器网络
移动基站
线性规划
多项式时间复杂度
最优化算法
Wireless Sensor Network (WSN)
mobile sink
Linear Programming (LP)
polynomial-time complexity
optimal algorithms