首页 > 最新文献

IET Control Theory and Applications最新文献

英文 中文
Resilient and robust control strategy against deception attacks in the platoon of vehicles 针对车辆排欺骗攻击的弹性和鲁棒控制策略
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-11-07 DOI: 10.1049/cth2.12757
Hassan Mokari, Elnaz Firouzmand, Iman Sharifi, Ali Doustmohammadi

A platoon must ensure the security of conducting missions due to the susceptibility of the vehicles to cyber-attacks. The deception attack is a common type of cyber-attack that might be introduced during data exchange through communication channels. Therefore, it can divert each vehicle by injecting uncertainty into the communication link between the agents in the cyber domain. This paper employs a leader–follower consensus system as a reference model to control the platoon vehicles. Accordingly, each agent in the reference model sends its information as a reference trajectory to its corresponding vehicle within the platoon. The vehicles are equipped with a robust local controller, enabling them to follow their desired trajectory in the presence of external disturbances. Furthermore, each vehicle employs an unknown input observer to detect a deception attack while decoupling it from external disturbances. Moreover, by introducing a switching strategy based on mode-dependent average dwell time to the leader–follower consensus system, a novel resilient control strategy against the deception attack is implemented in the cyber domain. The resultant resilient leader–follower consensus system in the platoon retrieves and restores the attacked vehicle in the platoon to its associated states. The applicability of the proposed method is shown via simulation.

由于车辆容易受到网络攻击,一个排必须确保执行任务的安全性。欺骗攻击是一种常见的网络攻击类型,可能在通过通信通道进行数据交换时引入。因此,它可以通过在网络域代理之间的通信链路中注入不确定性来引导每辆车。本文采用leader-follower共识系统作为参考模型来控制排车。相应地,参考模型中的每个智能体将其信息作为参考轨迹发送给队列中相应的车辆。车辆配备了一个鲁棒的本地控制器,使它们能够在存在外部干扰的情况下遵循期望的轨迹。此外,每辆车都使用一个未知输入观测器来检测欺骗攻击,同时将其与外部干扰解耦。此外,通过在leader-follower共识系统中引入基于模式依赖平均停留时间的切换策略,实现了一种新的网络域抗欺骗攻击的弹性控制策略。由此产生的队列中的弹性领导-追随者共识系统检索并恢复队列中受攻击的车辆到其相关状态。仿真结果表明了该方法的适用性。
{"title":"Resilient and robust control strategy against deception attacks in the platoon of vehicles","authors":"Hassan Mokari,&nbsp;Elnaz Firouzmand,&nbsp;Iman Sharifi,&nbsp;Ali Doustmohammadi","doi":"10.1049/cth2.12757","DOIUrl":"https://doi.org/10.1049/cth2.12757","url":null,"abstract":"<p>A platoon must ensure the security of conducting missions due to the susceptibility of the vehicles to cyber-attacks. The deception attack is a common type of cyber-attack that might be introduced during data exchange through communication channels. Therefore, it can divert each vehicle by injecting uncertainty into the communication link between the agents in the cyber domain. This paper employs a leader–follower consensus system as a reference model to control the platoon vehicles. Accordingly, each agent in the reference model sends its information as a reference trajectory to its corresponding vehicle within the platoon. The vehicles are equipped with a robust local controller, enabling them to follow their desired trajectory in the presence of external disturbances. Furthermore, each vehicle employs an unknown input observer to detect a deception attack while decoupling it from external disturbances. Moreover, by introducing a switching strategy based on mode-dependent average dwell time to the leader–follower consensus system, a novel resilient control strategy against the deception attack is implemented in the cyber domain. The resultant resilient leader–follower consensus system in the platoon retrieves and restores the attacked vehicle in the platoon to its associated states. The applicability of the proposed method is shown via simulation.</p>","PeriodicalId":50382,"journal":{"name":"IET Control Theory and Applications","volume":"18 18","pages":"2830-2840"},"PeriodicalIF":2.2,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/cth2.12757","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142851428","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Adaptive neural-based asynchronous control for nonhomogeneous Markov jumping systems with dead zones 带死区非齐次马尔可夫跳变系统的自适应神经异步控制
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-11-06 DOI: 10.1049/cth2.12762
Xiang Li, Luxue Wang, Shuangsi Xue, Zihang Guo, Hui Cao

This article addresses the challenge of adaptive neural-based asynchronous control for nonhomogeneous Markov jumping systems with input dead zones. Time-varying transition probabilities are precisely characterized using a two-layer nonhomogeneous Markov process. A hidden Markov model is employed to detect system modes and resolve the asynchronous issues of controllers. Based on the detected modes and a neural network strategy, an adaptive asynchronous control strategy is proposed. The Lyapunov stability theory is used to prove that the system remains probabilistically bounded under this control law. Finally, the effectiveness of the control strategy is demonstrated through a simulation example.

本文研究了具有输入死区的非齐次马尔可夫跳变系统的自适应神经异步控制问题。利用两层非齐次马尔可夫过程精确表征时变转移概率。采用隐马尔可夫模型检测系统模式,解决控制器的异步问题。基于检测模式和神经网络策略,提出了一种自适应异步控制策略。利用李雅普诺夫稳定性理论证明了系统在该控制律下保持概率有界。最后,通过仿真实例验证了控制策略的有效性。
{"title":"Adaptive neural-based asynchronous control for nonhomogeneous Markov jumping systems with dead zones","authors":"Xiang Li,&nbsp;Luxue Wang,&nbsp;Shuangsi Xue,&nbsp;Zihang Guo,&nbsp;Hui Cao","doi":"10.1049/cth2.12762","DOIUrl":"https://doi.org/10.1049/cth2.12762","url":null,"abstract":"<p>This article addresses the challenge of adaptive neural-based asynchronous control for nonhomogeneous Markov jumping systems with input dead zones. Time-varying transition probabilities are precisely characterized using a two-layer nonhomogeneous Markov process. A hidden Markov model is employed to detect system modes and resolve the asynchronous issues of controllers. Based on the detected modes and a neural network strategy, an adaptive asynchronous control strategy is proposed. The Lyapunov stability theory is used to prove that the system remains probabilistically bounded under this control law. Finally, the effectiveness of the control strategy is demonstrated through a simulation example.</p>","PeriodicalId":50382,"journal":{"name":"IET Control Theory and Applications","volume":"18 18","pages":"2961-2968"},"PeriodicalIF":2.2,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/cth2.12762","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142860246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Observer-based PID control for fuzzy dynamic systems with memory triggering protocol 带有记忆触发协议的模糊动态系统观测器PID控制
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-11-04 DOI: 10.1049/cth2.12753
Xiao Liao, Qingshu Guan, Wei Cui, Ying Wang, Xianjing Zhong, Hui Cao

This paper addresses the issue of observer-based proportional–integral–derivative control for Takagi–Sugeno fuzzy dynamic systems using a memory triggering protocol. To tackle the challenges of managing nonlinear systems, the Takagi–Sugeno fuzzy approach is employed to approximate these systems with a series of local linear models. A novel memory event-triggering mechanism is introduced, utilizing a computer's storage unit to store historical data and adjust the triggering threshold based on this data, thereby reducing unnecessary network resource usage. Given that the system state can be affected by external disturbances and become unpredictable, an observer-based proportional–integral–derivative controller is designed to manage these uncertainties. Finally, a car-damper-spring model is presented to validate the proposed methodology.

研究了基于观测器的Takagi-Sugeno模糊动态系统的比例-积分-导数控制问题。为了解决管理非线性系统的挑战,采用Takagi-Sugeno模糊方法用一系列局部线性模型来近似这些系统。介绍了一种新的内存事件触发机制,利用计算机的存储单元存储历史数据并根据这些数据调整触发阈值,从而减少了不必要的网络资源使用。考虑到系统状态可能受到外部干扰的影响而变得不可预测,设计了基于观测器的比例-积分-导数控制器来管理这些不确定性。最后,给出了一个汽车阻尼弹簧模型来验证所提出的方法。
{"title":"Observer-based PID control for fuzzy dynamic systems with memory triggering protocol","authors":"Xiao Liao,&nbsp;Qingshu Guan,&nbsp;Wei Cui,&nbsp;Ying Wang,&nbsp;Xianjing Zhong,&nbsp;Hui Cao","doi":"10.1049/cth2.12753","DOIUrl":"https://doi.org/10.1049/cth2.12753","url":null,"abstract":"<p>This paper addresses the issue of observer-based proportional–integral–derivative control for Takagi–Sugeno fuzzy dynamic systems using a memory triggering protocol. To tackle the challenges of managing nonlinear systems, the Takagi–Sugeno fuzzy approach is employed to approximate these systems with a series of local linear models. A novel memory event-triggering mechanism is introduced, utilizing a computer's storage unit to store historical data and adjust the triggering threshold based on this data, thereby reducing unnecessary network resource usage. Given that the system state can be affected by external disturbances and become unpredictable, an observer-based proportional–integral–derivative controller is designed to manage these uncertainties. Finally, a car-damper-spring model is presented to validate the proposed methodology.</p>","PeriodicalId":50382,"journal":{"name":"IET Control Theory and Applications","volume":"18 18","pages":"2923-2930"},"PeriodicalIF":2.2,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/cth2.12753","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142851483","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
State geometric adjustability for interval max-plus linear systems 区间最大加线性系统的状态几何可调整性
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-30 DOI: 10.1049/cth2.12752
Yingxuan Yin, Haiyong Chen, Yuegang Tao

This article investigates the state geometric adjustability for interval max-plus linear systems, which means that the state vector sequence is transformed into a geometric vector sequence by using the state feedback control. It is pointed out that the geometric state vector sequence and its common ratio are closely related to the eigenvectors and eigenvalues of the special interval state matrix, respectively. Such an interval state matrix is determined by the eigen-robust interval matrix, which has a universal eigenvector relative to a universal eigenvalue. The state geometric adjustability is characterized by the solvability of interval max-plus linear equations, and a necessary and sufficient condition for the adjustability is given. A polynomial algorithm is provided to find the state feedback matrix. Several numerical examples and simulations are presented to demonstrate the results. At the same time, the proposed method is applied for the regulation of battery energy storage systems to optimize the start time of executing tasks for all processing units in each activity.

本文研究了区间最大加线性系统的状态几何可调性,即利用状态反馈控制将状态矢量序列转化为几何矢量序列。文章指出,几何状态矢量序列及其公比分别与特殊区间状态矩阵的特征向量和特征值密切相关。这种区间状态矩阵是由特征稳健的区间矩阵决定的,它具有相对于通用特征值的通用特征向量。状态几何可调整性的特征是区间最大加线性方程的可解性,并给出了可调整性的必要条件和充分条件。还提供了求状态反馈矩阵的多项式算法。并给出了几个数值示例和仿真来证明结果。同时,提出的方法还被应用于电池储能系统的调节,以优化每个活动中所有处理单元执行任务的开始时间。
{"title":"State geometric adjustability for interval max-plus linear systems","authors":"Yingxuan Yin,&nbsp;Haiyong Chen,&nbsp;Yuegang Tao","doi":"10.1049/cth2.12752","DOIUrl":"https://doi.org/10.1049/cth2.12752","url":null,"abstract":"<p>This article investigates the state geometric adjustability for interval max-plus linear systems, which means that the state vector sequence is transformed into a geometric vector sequence by using the state feedback control. It is pointed out that the geometric state vector sequence and its common ratio are closely related to the eigenvectors and eigenvalues of the special interval state matrix, respectively. Such an interval state matrix is determined by the eigen-robust interval matrix, which has a universal eigenvector relative to a universal eigenvalue. The state geometric adjustability is characterized by the solvability of interval max-plus linear equations, and a necessary and sufficient condition for the adjustability is given. A polynomial algorithm is provided to find the state feedback matrix. Several numerical examples and simulations are presented to demonstrate the results. At the same time, the proposed method is applied for the regulation of battery energy storage systems to optimize the start time of executing tasks for all processing units in each activity.</p>","PeriodicalId":50382,"journal":{"name":"IET Control Theory and Applications","volume":"18 17","pages":"2468-2481"},"PeriodicalIF":2.2,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/cth2.12752","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142737607","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on construction method of command and control network model based on complex network theory 基于复杂网络理论的指挥控制网络模型构建方法研究
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-29 DOI: 10.1049/cth2.12756
Jianwei Wang, Chengsheng Pan

The command and control (C2) network is a complete organizational system that connects operational units at all levels based on command relationships. Its purpose is to ensure that the C2 system can fully perform its command functions, achieving high precision and efficiency in decision-making. As warfare models evolve rapidly from network-centric warfare to multi-domain operations, traditional C2 networks, which utilize a tree structure for connectivity, exhibit only a single hierarchical relationship, making it challenging for different operational units at the same level to interconnect. Furthermore, with the diversification of warfare, the three types of nodes in traditional C2 network models are insufficient to encompass all operational units. In response, this paper proposes a method for edge weighting in C2 networks based on a combination of node attributes and network attributes described by complex network theory. The node attributes mainly include node information transmission capacity, task coordination ability between nodes, node distance, and response time. The network attributes are primarily represented by hierarchy and betweenness centrality. Additionally, the traditional C2 network model's three types of nodes are expanded to five types of nodes. Based on the edge weighting method, internal command edges, inter-network collaborative edges, and cross-level command edges are generated within the C2 network. Simulation results demonstrate that the constructed C2 network model's characteristic parameters are superior to those of traditional C2 networks and collaborative C2 networks. This improvement enhances command and coordination abilities, aligns more closely with real-world scenarios, and effectively improves network command and control efficiency.

指挥控制(C2)网络是以指挥关系为基础,连接各级作战单位的完整组织体系。其目的是保证C2系统能够充分发挥其指挥功能,实现决策的高精度和高效率。随着战争模型从网络中心战迅速发展到多域作战,传统的C2网络利用树形结构进行连接,仅表现出单一的层次关系,这使得同一级别的不同作战单元之间的互连具有挑战性。此外,随着战争的多样化,传统C2网络模型中的三种节点类型已不足以涵盖所有作战单位。为此,本文提出了一种基于节点属性与复杂网络理论描述的网络属性相结合的C2网络边缘加权方法。节点属性主要包括节点信息传输能力、节点间任务协调能力、节点距离、响应时间等。网络属性主要由层次和中间中心性来表示。此外,将传统C2网络模型的三种节点类型扩展为五种节点类型。基于边加权法,在C2网络内生成内部命令边、网络间协同边和跨层命令边。仿真结果表明,所构建的C2网络模型的特征参数优于传统的C2网络和协同C2网络。提高了网络指挥协调能力,更加贴近现实场景,有效提高了网络指挥控制效率。
{"title":"Research on construction method of command and control network model based on complex network theory","authors":"Jianwei Wang,&nbsp;Chengsheng Pan","doi":"10.1049/cth2.12756","DOIUrl":"https://doi.org/10.1049/cth2.12756","url":null,"abstract":"<p>The command and control (C2) network is a complete organizational system that connects operational units at all levels based on command relationships. Its purpose is to ensure that the C2 system can fully perform its command functions, achieving high precision and efficiency in decision-making. As warfare models evolve rapidly from network-centric warfare to multi-domain operations, traditional C2 networks, which utilize a tree structure for connectivity, exhibit only a single hierarchical relationship, making it challenging for different operational units at the same level to interconnect. Furthermore, with the diversification of warfare, the three types of nodes in traditional C2 network models are insufficient to encompass all operational units. In response, this paper proposes a method for edge weighting in C2 networks based on a combination of node attributes and network attributes described by complex network theory. The node attributes mainly include node information transmission capacity, task coordination ability between nodes, node distance, and response time. The network attributes are primarily represented by hierarchy and betweenness centrality. Additionally, the traditional C2 network model's three types of nodes are expanded to five types of nodes. Based on the edge weighting method, internal command edges, inter-network collaborative edges, and cross-level command edges are generated within the C2 network. Simulation results demonstrate that the constructed C2 network model's characteristic parameters are superior to those of traditional C2 networks and collaborative C2 networks. This improvement enhances command and coordination abilities, aligns more closely with real-world scenarios, and effectively improves network command and control efficiency.</p>","PeriodicalId":50382,"journal":{"name":"IET Control Theory and Applications","volume":"18 18","pages":"2931-2943"},"PeriodicalIF":2.2,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/cth2.12756","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142851571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A high robust control scheme of grid-side converter for DFIG system DFIG 系统电网侧变流器的高鲁棒性控制方案
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-29 DOI: 10.1049/cth2.12755
Shuqi Shi, Zongze Liu, Long Ren, Hongwei Tang, Dongran Song

In this study, a high robust control—second-order sliding-mode control (SOSMC) scheme is proposed to improve the DC-link voltage dynamic performance of the grid-side converter (GSC) for the doubly-fed induction generator (DFIG) system under the wind turbine power disturbance and DC-link capacitance parameter disturbance. In general, the wind speed is change with the environment and further has an effect on the power generation of the DFIG system. Besides, the capacitance of DC-link capacitor may change with the working condition. To address this issue, a SOSMC scheme is proposed to replace the conventional proportional integral (PI) control for the DC-link voltage controller of the GSC for the DFIG system in this study. By using the non-linear SOSMC controller, the DFIG system is robust to the disturbance of the wind speed and the parameter of DC-link capacitance. Compared with the conventional PI control scheme, the DFIG system with the proposed SOSMC scheme is much more robust, which has been verified in the MATLAB/Simulink platform.

本研究提出了一种高鲁棒性控制--二阶滑模控制(SOSMC)方案,以改善双馈感应发电机(DFIG)系统在风力涡轮机功率扰动和直流链路电容参数扰动下的电网侧变流器(GSC)直流链路电压动态性能。一般来说,风速会随着环境的变化而变化,并进一步影响双馈异步发电机系统的发电量。此外,直流链路电容器的电容也会随着工作条件的变化而变化。针对这一问题,本研究提出了一种 SOSMC 方案来取代传统的比例积分(PI)控制,用于 DFIG 系统 GSC 的直流链路电压控制器。通过使用非线性 SOSMC 控制器,DFIG 系统对风速和直流链路电容参数的干扰具有鲁棒性。与传统的 PI 控制方案相比,采用 SOSMC 方案的 DFIG 系统更加稳健,这一点已在 MATLAB/Simulink 平台上得到验证。
{"title":"A high robust control scheme of grid-side converter for DFIG system","authors":"Shuqi Shi,&nbsp;Zongze Liu,&nbsp;Long Ren,&nbsp;Hongwei Tang,&nbsp;Dongran Song","doi":"10.1049/cth2.12755","DOIUrl":"https://doi.org/10.1049/cth2.12755","url":null,"abstract":"<p>In this study, a high robust control—second-order sliding-mode control (SOSMC) scheme is proposed to improve the DC-link voltage dynamic performance of the grid-side converter (GSC) for the doubly-fed induction generator (DFIG) system under the wind turbine power disturbance and DC-link capacitance parameter disturbance. In general, the wind speed is change with the environment and further has an effect on the power generation of the DFIG system. Besides, the capacitance of DC-link capacitor may change with the working condition. To address this issue, a SOSMC scheme is proposed to replace the conventional proportional integral (PI) control for the DC-link voltage controller of the GSC for the DFIG system in this study. By using the non-linear SOSMC controller, the DFIG system is robust to the disturbance of the wind speed and the parameter of DC-link capacitance. Compared with the conventional PI control scheme, the DFIG system with the proposed SOSMC scheme is much more robust, which has been verified in the MATLAB/Simulink platform.</p>","PeriodicalId":50382,"journal":{"name":"IET Control Theory and Applications","volume":"18 17","pages":"2277-2286"},"PeriodicalIF":2.2,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/cth2.12755","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142737636","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Aircraft human-machine interaction assistant design: A novel multimodal data processing and application framework 飞机人机交互助手设计:新型多模态数据处理和应用框架
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-28 DOI: 10.1049/cth2.12754
Ao Wu, Yang Jin, Maolong Lv, Huanyu Li, Leyan Li, Rennong Yang

During aircraft operations, pilots rely on human-machine interaction platforms to access essential information services. However, the development of a highly usable aerial assistant necessitates the incorporation of two interaction modes: active-command and passive-response modes, along with three input modes: voice inputs, situation inputs, and plan inputs. This research focuses on the design of an aircraft human-machine interaction assistant (AHMIA), which serves as a multimodal data processing and application framework for human-to-machine interaction in a fully voice-controlled manner. For the voice mode, a finetuned FunASR model is employed, leveraging private aeronautical datasets to enable specific aeronautical speech recognition. For the situation mode, a hierarchical situation events extraction model is proposed, facilitating the utilization of high-level situational features. For the plan mode, a multi-formations double-code network plan diagram with a timeline is utilized to effectively represent plan information. Notably, to bridge the gap between human language and machine language, a hierarchical knowledge engine named process-event-condition-order-skill (PECOS) is introduced. PECOS provides three distinct products: the PECOS model, the PECOS state chart, and the PECOS knowledge description. Simulation results within the air confrontation scenario demonstrate that AHMIA enables active-command and passive-response interactions with pilots, thereby enhancing the overall interaction modality.

在飞机运行过程中,飞行员依靠人机交互平台获取必要的信息服务。然而,开发高度可用的空中助手需要结合两种交互模式:主动指挥和被动响应模式,以及三种输入模式:语音输入、情况输入和计划输入。本研究的重点是设计一个飞机人机交互助手(AHMIA),它是一个以全语音控制方式进行人机交互的多模态数据处理和应用框架。对于语音模式,采用微调的FunASR模型,利用私人航空数据集实现特定的航空语音识别。对于情境模式,提出了一种分层的情境事件提取模型,便于高层情境特征的利用。对于规划模式,采用带时间轴的多阵型双码网络规划图有效地表示规划信息。值得注意的是,为了弥合人类语言和机器语言之间的差距,引入了一种名为过程-事件-条件-顺序-技能(PECOS)的分层知识引擎。PECOS提供了三种不同的产品:PECOS模型、PECOS状态图和PECOS知识描述。空中对抗场景中的仿真结果表明,AHMIA能够与飞行员进行主动指挥和被动响应交互,从而增强整体交互方式。
{"title":"Aircraft human-machine interaction assistant design: A novel multimodal data processing and application framework","authors":"Ao Wu,&nbsp;Yang Jin,&nbsp;Maolong Lv,&nbsp;Huanyu Li,&nbsp;Leyan Li,&nbsp;Rennong Yang","doi":"10.1049/cth2.12754","DOIUrl":"https://doi.org/10.1049/cth2.12754","url":null,"abstract":"<p>During aircraft operations, pilots rely on human-machine interaction platforms to access essential information services. However, the development of a highly usable aerial assistant necessitates the incorporation of two interaction modes: active-command and passive-response modes, along with three input modes: voice inputs, situation inputs, and plan inputs. This research focuses on the design of an aircraft human-machine interaction assistant (AHMIA), which serves as a multimodal data processing and application framework for human-to-machine interaction in a fully voice-controlled manner. For the voice mode, a finetuned FunASR model is employed, leveraging private aeronautical datasets to enable specific aeronautical speech recognition. For the situation mode, a hierarchical situation events extraction model is proposed, facilitating the utilization of high-level situational features. For the plan mode, a multi-formations double-code network plan diagram with a timeline is utilized to effectively represent plan information. Notably, to bridge the gap between human language and machine language, a hierarchical knowledge engine named process-event-condition-order-skill (PECOS) is introduced. PECOS provides three distinct products: the PECOS model, the PECOS state chart, and the PECOS knowledge description. Simulation results within the air confrontation scenario demonstrate that AHMIA enables active-command and passive-response interactions with pilots, thereby enhancing the overall interaction modality.</p>","PeriodicalId":50382,"journal":{"name":"IET Control Theory and Applications","volume":"18 18","pages":"2742-2765"},"PeriodicalIF":2.2,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/cth2.12754","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142862282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhanced stochastic coding framework for discriminating faults and cyber incidents in hybrid systems 用于判别混合系统故障和网络事件的增强型随机编码框架
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-15 DOI: 10.1049/cth2.12744
Mustafa Badr, Heidar Ali Talebi, Mohammad A. Khosravi

This article presents an innovative approach for distinguishing replay attacks from faults in hybrid systems. To develop the idea at first, a novel technique for replay attack detection, which differentiates it from typical system faults, is introduced. This is achieved through a tactical combination of stochastic coding and a window-based comparison mechanism, setting a new standard in hybrid system security. In the realm of fault detection, robust L2-L adaptive observers are employed for precise mode detection, allowing for an accurate assessment of the system's operational state. Additionally, robust H Sliding Mode Observers are utilized to identify abnormal behaviours in the system's output, further solidifying the fault detection capabilities. A significant enhancement in the proposed approach is the integration of a Luenberger observer with the Butterworth low-pass filter. This novel addition not only refines the filtering process but also contributes to the overall reliability and accuracy of the system. The efficiency and versatility of these methods are demonstrated through their application to a four-tank hybrid system. This practical simulation showcases the adaptability of the approach to real-world scenarios, highlighting its potential in diverse applications within the field of hybrid systems.

本文提出了一种区分重放攻击和混合系统故障的创新方法。首先,本文介绍了一种新颖的重放攻击检测技术,它将重放攻击与典型的系统故障区分开来。这是通过随机编码和基于窗口的比较机制的战术组合实现的,为混合系统的安全性设定了新标准。在故障检测领域,采用了鲁棒 L2-L∞ 自适应观测器进行精确的模式检测,从而可以准确评估系统的运行状态。此外,鲁棒 H∞ 滑动模式观测器可用于识别系统输出中的异常行为,进一步巩固故障检测能力。建议方法的一个重大改进是将卢恩伯格观测器与巴特沃斯低通滤波器相结合。这一新颖的添加不仅完善了滤波过程,还有助于提高系统的整体可靠性和准确性。通过将这些方法应用于四油箱混合动力系统,展示了这些方法的效率和多功能性。这一实际模拟展示了该方法在现实世界场景中的适应性,突出了其在混合动力系统领域各种应用中的潜力。
{"title":"Enhanced stochastic coding framework for discriminating faults and cyber incidents in hybrid systems","authors":"Mustafa Badr,&nbsp;Heidar Ali Talebi,&nbsp;Mohammad A. Khosravi","doi":"10.1049/cth2.12744","DOIUrl":"https://doi.org/10.1049/cth2.12744","url":null,"abstract":"<p>This article presents an innovative approach for distinguishing replay attacks from faults in hybrid systems. To develop the idea at first, a novel technique for replay attack detection, which differentiates it from typical system faults, is introduced. This is achieved through a tactical combination of stochastic coding and a window-based comparison mechanism, setting a new standard in hybrid system security. In the realm of fault detection, robust L<sub>2</sub>-L<sub>∞</sub> adaptive observers are employed for precise mode detection, allowing for an accurate assessment of the system's operational state. Additionally, robust <i>H<sub>∞</sub></i> Sliding Mode Observers are utilized to identify abnormal behaviours in the system's output, further solidifying the fault detection capabilities. A significant enhancement in the proposed approach is the integration of a Luenberger observer with the Butterworth low-pass filter. This novel addition not only refines the filtering process but also contributes to the overall reliability and accuracy of the system. The efficiency and versatility of these methods are demonstrated through their application to a four-tank hybrid system. This practical simulation showcases the adaptability of the approach to real-world scenarios, highlighting its potential in diverse applications within the field of hybrid systems.</p>","PeriodicalId":50382,"journal":{"name":"IET Control Theory and Applications","volume":"18 17","pages":"2410-2421"},"PeriodicalIF":2.2,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/cth2.12744","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142737416","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An adaptive EKF-SLAM algorithm for cooperative navigation of multi-aircrafts 多机协同导航的自适应EKF-SLAM算法
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-14 DOI: 10.1049/cth2.12750
Wei Chen, Shan Jiang, Jiarong Cao, Ruisheng Sun

Aiming at cooperative navigation of multi-aircrafts, an adaptive EKF-SLAM algorithm for non-fixed landmark is proposed. First, the aircraft motion model and angle measurement model are established. Second, the fixed landmark cooperative EKF-SLAM algorithm is established. Furthermore, a distributed EKF-SLAM algorithm is designed. Then, the adaptive EKF-SLAM algorithm with non-fixed landmark is proposed. Finally, simulation results verify the effectiveness of the proposed algorithm.

针对多机协同导航问题,提出了一种非固定地标的自适应EKF-SLAM算法。首先,建立了飞行器运动模型和角度测量模型;其次,建立了固定地标协同EKF-SLAM算法;在此基础上,设计了分布式EKF-SLAM算法。然后,提出了不固定地标的自适应EKF-SLAM算法。最后,仿真结果验证了该算法的有效性。
{"title":"An adaptive EKF-SLAM algorithm for cooperative navigation of multi-aircrafts","authors":"Wei Chen,&nbsp;Shan Jiang,&nbsp;Jiarong Cao,&nbsp;Ruisheng Sun","doi":"10.1049/cth2.12750","DOIUrl":"https://doi.org/10.1049/cth2.12750","url":null,"abstract":"<p>Aiming at cooperative navigation of multi-aircrafts, an adaptive EKF-SLAM algorithm for non-fixed landmark is proposed. First, the aircraft motion model and angle measurement model are established. Second, the fixed landmark cooperative EKF-SLAM algorithm is established. Furthermore, a distributed EKF-SLAM algorithm is designed. Then, the adaptive EKF-SLAM algorithm with non-fixed landmark is proposed. Finally, simulation results verify the effectiveness of the proposed algorithm.</p>","PeriodicalId":50382,"journal":{"name":"IET Control Theory and Applications","volume":"18 18","pages":"2823-2829"},"PeriodicalIF":2.2,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/cth2.12750","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142851493","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Finite-time lag bipartite synchronization of double-layer networks with non-linear coupling strength and random coupling delays via T-S fuzzy logic theory 通过 T-S 模糊逻辑理论实现具有非线性耦合强度和随机耦合延迟的双层网络的有限时滞双网同步
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-08 DOI: 10.1049/cth2.12746
Degang Yang, Tao Liang, Wanli Zhang

This article discusses finite-time lag bipartite (FETLB) synchronization of double-layer networks with non-linear coupling strength and multiple time delays. The cooperative and competitive interactions between nodes are considered based on signed graphs. To address the non-linear couplings strength, the T-S fuzzy logic theory is used. An intermittent control approach is introduced to achieve FETLB synchronization, effectively minimizing control costs. Moreover, by the Lyapunov functional method, we derive criteria for achieving FETLB synchronization and provide estimations for the synchronization settling time. In addition, numerical simulation affirms the validity of the theoretical findings, showcasing the practical application of the synchronization results in secure communication.

本文讨论了具有非线性耦合强度和多时间延迟的双层网络的有限时滞双网同步(FETLB)问题。基于符号图考虑了节点间的合作和竞争交互。为解决非线性耦合强度问题,采用了 T-S 模糊逻辑理论。为实现 FETLB 同步,引入了一种间歇控制方法,有效地降低了控制成本。此外,通过 Lyapunov 函数方法,我们得出了实现 FETLB 同步的标准,并提供了同步稳定时间的估计值。此外,数值模拟证实了理论结论的正确性,展示了同步结果在安全通信中的实际应用。
{"title":"Finite-time lag bipartite synchronization of double-layer networks with non-linear coupling strength and random coupling delays via T-S fuzzy logic theory","authors":"Degang Yang,&nbsp;Tao Liang,&nbsp;Wanli Zhang","doi":"10.1049/cth2.12746","DOIUrl":"https://doi.org/10.1049/cth2.12746","url":null,"abstract":"<p>This article discusses finite-time lag bipartite (FETLB) synchronization of double-layer networks with non-linear coupling strength and multiple time delays. The cooperative and competitive interactions between nodes are considered based on signed graphs. To address the non-linear couplings strength, the T-S fuzzy logic theory is used. An intermittent control approach is introduced to achieve FETLB synchronization, effectively minimizing control costs. Moreover, by the Lyapunov functional method, we derive criteria for achieving FETLB synchronization and provide estimations for the synchronization settling time. In addition, numerical simulation affirms the validity of the theoretical findings, showcasing the practical application of the synchronization results in secure communication.</p>","PeriodicalId":50382,"journal":{"name":"IET Control Theory and Applications","volume":"18 17","pages":"2433-2447"},"PeriodicalIF":2.2,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/cth2.12746","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142737501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
IET Control Theory and Applications
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1