对相互连接的系统进行分布式安全估计,防止窃听,在能源采集下受制约加密
Shuqi Chen1, Daniel W C Ho2, Zhongyao Hu3
1College of Engineering, Ocean University of China, Qingdao 266404, China.
ISA transactions
|May 23, 2025
概括
这项研究引入了一种用于分布式安全估计的新型加密方法,保护系统状态免受使用能量收集传感器的窃听者侵害. 这种方法确保了用户数据的安全性,同时降低了窃听器的性能.
科学领域:
- 控制系统工程 控制系统工程
- 信息安全 信息安全
- 信号处理 信号处理
背景情况:
- 分布式系统面临来自窃听者拦截测量数据的安全挑战.
- 对于传感器网络中的隐私保护,现有的方法可能不是资源高效的.
研究的目的:
- 开发一种资源效率高,基于加密的分布式安全估计模型.
- 为了确保合法用户的边界估计错误,同时妨碍窃听者.
主要方法:
- 提出了一种使用能量采集传感器的加密解密模型.
- 共同设计的基于能源的加密矩阵和估计参数.
- 分析了能量水平和加密对估计性能的影响.
主要成果:
- 为用户实现了有限的估计误差共差.
- 恶化了合作窃听者的估计表现.
- 证明了能源可用性和加密策略的影响.
结论:
- 拟议的模型有效地平衡了用户估计性能与加强防盗窃的安全性.
- 在多目标跟踪场景中通过数值模拟验证.
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