School of Electrical Engineering, Zhejiang University, Hangzhou 310027, China.
Sensors (Basel). 2019 Feb 21;19(4):909. doi: 10.3390/s19040909.
As the core component of the smart grid, advanced metering infrastructure (AMI) is responsible for automated billing, demand response, load forecasting, management, etc. The jamming attack poses a serious threat to the AMI communication networks, especially the neighborhood area network where wireless technologies are widely adopted to connect a tremendous amount of smart meters. An attacker can easily build a jammer using a software-defined radio and jam the wireless communications between smart meters and local controllers, causing failures of on-line monitoring and state estimation. Accurate jammer localization is the first step for defending AMIs against jamming attacks. In this paper, we propose JamCatcher, a mobile jammer localization scheme for defending the AMI. Unlike existing jammer localization schemes, which only consider stationary jammers and usually require a high density of anchor nodes, the proposed scheme utilizes a tracker and can localize a mobile jammer with sparse anchor nodes. The time delay of data transmission is also considered, and the jammer localization process is divided into two stages, i.e., far-field chasing stage and near-field capturing stage. Different localization algorithms are developed for each stage. The proposed method has been tested with data from both simulation and real-world experiment. The results demonstrate that JamCatcher outperforms existing jammer localization algorithms with a limited number of anchor nodes in the AMI scenario.
作为智能电网的核心组成部分,高级计量基础设施(AMI)负责自动计费、需求响应、负荷预测、管理等功能。干扰攻击对 AMI 通信网络构成了严重威胁,特别是在广泛采用无线技术连接大量智能电表的邻域网络中。攻击者可以轻松使用软件定义无线电构建干扰器,并干扰智能电表和本地控制器之间的无线通信,导致在线监测和状态估计失败。准确的干扰器定位是防御 AMI 免受干扰攻击的第一步。在本文中,我们提出了 JamCatcher,一种用于防御 AMI 的移动干扰器定位方案。与仅考虑静止干扰器且通常需要高密度锚节点的现有干扰器定位方案不同,所提出的方案利用跟踪器并可以使用稀疏的锚节点定位移动干扰器。还考虑了数据传输的时延,并且将干扰器定位过程分为两个阶段,即远场追逐阶段和近场捕获阶段。为每个阶段开发了不同的定位算法。已使用来自仿真和真实世界实验的数据对所提出的方法进行了测试。结果表明,在 AMI 场景中,JamCatcher 在使用有限数量的锚节点时优于现有的干扰器定位算法。