An Optimal Hybrid Learning Approach for Attack Detection in Linear Networked Control Systems

来源 :自动化学报(英文版) | 被引量 : 0次 | 上传用户:linnber
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
A novel leing-based attack detection and estimation scheme is proposed for linear networked control systems (NCS),wherein the attacks on the communication network in the feedback loop are expected to increase network induced delays and packet losses,thus changing the physical system dynamics.First,the network traffic flow is modeled as a linear system with uncertain state matrix and an optimal Q-leing based control scheme over finite-horizon is utilized to stabilize the flow.Next,an adaptive observer is proposed to generate the detection residual,which is subsequently used to determine the onset of an attack when it exceeds a predefined threshold,followed by an estimation scheme for the signal injected by the attacker.A stochastic linear system after incorporating network-induced random delays and packet losses is considered as the uncertain physical system dynamics.The attack detection scheme at the physical system uses the magnitude of the state vector to detect attacks both on the sensor and the actuator.The maximum tolerable delay that the physical system can tolerate due to networked induced delays and packet losses is also derived.Simulations have been performed to demonstrate the effectiveness of the proposed schemes.
其他文献
本院于1983年8月17日抢救一例反复发生扭转型室速、室颤病人,报导如下。患者,女,46岁。患者因发作性昏厥10个月于1981年6月23日第1次住院。诉入院前10个月乘火车时突感心悸
心机能不全为临床综合症,可以由各种不同的原发疾病引起,如风湿性心脏病,高血压心脏病,冠状动脉硬化性心脏病等。因各种不同疾病的病理过程所致心脏病,都可引起心机能不全,
This paper focuses on the problem of adaptive finitetime fault-tolerant control for a class of non-lower-triangular nonlinear systems.The faults encountered in
Ribonucleic acid (RNA) hybridization is widely used in popular RNA simulation software in bioinformatics.However,limited by the exponential computational comple
铜川市地处陕西省中部、关中盆地和陕北高原交接地带,具有关中平原、渭北旱塬和山茆沟壑地形地域,对铜川市近5年来适宜种植的小麦4个品种进行了调查与分析,结果表明小麦不同
期刊
本文通过对荣华二采区10
期刊
20世纪80年代以来,随着全球经济重心向服务业倾斜,国际服务贸易得到迅速发展,对世界贸易发展和经济复苏起到重要作用。与此同时,关贸总协定于“乌拉圭回合”达成的《服务贸易总协
在2004 IC设计年会上,大唐微电子总经理赵纶针对SOC设计,提出了“两个怪圈”说:一是“问:谁愿意用我的SOC?反问:为什么要用你的SOC?”;二是“问:我的IP是成熟的,你的SOC设计
期刊