GAO Wen-gen, CHEN Qi-gong, JIANG Ming, et al. Single mobile anchor node localization algorithm for WSNs based on virtual force[J]. 2015, 34(1): 148-150+153.
GAO Wen-gen, CHEN Qi-gong, JIANG Ming, et al. Single mobile anchor node localization algorithm for WSNs based on virtual force[J]. 2015, 34(1): 148-150+153. DOI: 10.13873/J.1000-9787(2015)01-0148-03.
基于虚拟力的单个移动锚节点无线传感器网络定位算法
摘要
提出一种基于单个移动锚节点的定位算法
该算法采用网格中心作为虚拟节点
与锚节点产生虚拟力
锚节点的状态受节点间虚拟力影响。锚节点的初始状态变量随机生成
在虚拟力的作用下
锚节点移动到新的位置。为有效避免发生锚节点移动的终止移动和局部死循环
在锚节点更新自身状态变量时
采用卡尔曼滤波
结合虚拟力的控制量和前一刻的状态量
形成锚节点的当前状态量。最后
分别在未知节点全定位和移动锚节点能量受限的条件下
进行了定位精度、节点能量损耗以及网络覆盖率的仿真
仿真结果表明:该定位算法有效地避免了发生锚节点移动的终止和局部死循环
同时
很大程度上提高了节点的定位精度
且网络能量消耗很低。
Abstract
A localization algorithm based on single mobile anchor node is proposed. Due to node coordinates is unknown
the algorithm adopts grid center as virtual nodes to generate virtual force with anchor nodes
and state of anchor node is influenced by virtual force. Initial state variable of anchor node is randomly generated
and anchor node moves to a new location under action of virtual force. To effectively avoid movement of termination of anchor node mobile and local loop
anchor node updates its status variables by Kalman filtering
combining controlled variables of virtual force with the previous state to generate the current state of anchor node. Eventually
positioning precision
node energy consumption as well as network coverage rate are simulated respectively under the condition of energy limited anchor node and all unknown node to be located
simulation results show that this localization algorithm effectively avoids mobile termination of anchor node and avoid local death loop
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