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14th Asian control Conference, ASCC 2024

作者： Liu, Guilong Wu, Hongda Yang, Yongliang Xie, Wei Zhang, Weidong School of Automation and Electrical Engineering University of Science and Technology Beijing Beijing100083 China Shanghai Jiao Tong University Key Laboratory of System Control and Information Processing Ministry of Education Department of Automation Shanghai200240 China

ISBN: (纸本)9789887581598

This paper presents an event-based asymptotic tracking control scheme designed for strict feedback systems with unknown control directions. The control directions directly determine how the controller acts on the system, thus impacting the system's stability and convergence speed. When the control directions are unknown, it presents a significant challenge in controller design. To tackle this issue, the Nussbaum-type gains are introduced. However, this method increases communication overhead. Hence, an event-triggered mechanism is introduced to alleviate this burden. Additionally, to achieve and maintain desired target states, satisfying control requirements and performance demands, this paper improves the event-triggered mechanism to achieve asymptotic tracking. Finally, the feasibility and effectiveness of the proposed design are validated through a simulation example. © 2024 Asian control Association.

关键词： Feedback

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Lyapunov control Method Based Optimal control of Alpha-Type Stirling Motor 4

Lyapunov Control Method Based Optimal Control of Alpha-Type ...

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4th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2022

作者： Azanpa, Mahmut Vural, Berkem Tas, Ali Ihsan Ozden, Ali Burak Iscan, Mehmet Yildiz Technical University Mechatronics Engineering Department Istanbul Turkey Yildiz Technical University Control and Automation Engineering Department Istanbul Turkey

ISBN: (纸本)9781665468350

Nowadays, the optimally developed system design has been important with the improvement of the technology. The mathematical model approach with the proper controller design provides a more efficient system with its outputs, as well. One of the complex structures is the alpha type Stirling motor in which it is used to control two independent pistons for gaining more power and but makes controlling its dynamics difficult due to its complex structure dynamics in terms of heat and mechanics interactions. In addition to these difficulties, it must be required to design optimal control via system dynamics perspectives because of the characteristics of four different phases. Due to these reasons, in this study, nonlinear Lyapunov-based optimal control for alpha type stirling engine was performed by combining ideal thermodynamic and mechanic equations. The suggested controller was tested under the different reference motor velocities by calculating optimal heat energy consumption via the control rule. After designing two cascade controllers, both mechanical and heat system controls were achieved to optimize heat energy consumption for different motor velocities. It was proved that the proposed method attained high performance for reference tracking of alpha Stirling motor velocities by interacting heat-mechanical system dynamics modeling via Lyapunov control theory. © 2022 IEEE.

关键词： control theory

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Feedback Generative Adversarial Network With Channel-Space Attention for Image-Based Optimal Path Search Planning

IEEE Transactions on Artificial Intelligence

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IEEE Transactions on Artificial Intelligence 2024年第8期5卷 4293-4307页

作者： Sun, Tao Li, Jian-Sheng Zhang, Yi-Fan Ru, Xin-Feng Wang, Ke Tsinghua University Department of Automation Beijing100084 China Dalian University of Technology School of Control Science and Engineering Dalian116024 China Dalian University of Technology Key Laboratory of Intelligent Control and Optimization for Industrial Equipment of Ministry of Education Dalian116024 China Tongji University School of Economics and Management Shanghai200092 China

Path planning and seeking is one of the most challenging and interesting problems in the field of artificial intelligence. In this article, we propose a new image-based path planning algorithm to overcome traditional design concepts based on complex topological networks. Specifically, a novel feedback generative adversarial network learning model with channel-space attention (CSA-FGAN) is developed to search and plan an optimal path. It is worth noting that the input and output of the proposed feedback learning model are RGB images with complex spatial obstacle environment maps and RGB images with feasible paths, respectively. In particular, in order to further enhance the feature extraction ability and path prediction accuracy of image data, the feedback attention mechanism controls and improves the depth of the network by forming a closed loop of the proposed learning model. Final, three application scenario image examples are conducted to verify the superiority of the proposed path planning policy. © 2020 IEEE.

关键词： Motion planning

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Real Time Discrete control Algorithm for Gimbal System Design in Mini Unmanned Aerial Vehicles 4

Real Time Discrete Control Algorithm for Gimbal System Desig...

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4th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2022

作者： Tas, Ali Ihsan Iscan, Mehmet Ozden, Ali Burak Cinar, Emre Vural, Berkem Yilmaz, Cuneyt Yildiz Technical University Mechatronics Engineering Department Istanbul Turkey Yildiz Technical University Control and Automation Engineering Department Istanbul Turkey

ISBN: (纸本)9781665468350

Nowadays, gimbal systems have been a very critical role to obtain some important information related to live images photos and target detection in unmanned aerial vehicles. The most basic performance criterion of gimbal systems depends on its stabilization in which the desired reference tracking must be accomplished by designing complex controller structure. For this purpose, a discrete controller design is presented to provide reduced cost, high-performance, 3-axis gimbal systems in real-time operation. Firstly, the mathematical model of the system was obtained and 3D - computer aided design was made in order to calculate the system parameters like inertia, damping factor, etc. After that forward and inverse kinematic equations for the gimbal system were obtained in order to calculate the reference degree in each axis. The discrete controller was derived from energy-based computed torque proportional controller which was based on the Lyapunov Stability Theorem in discrete notation. The reference tracking results at 10 milliseconds sampling time are as follows;0 overshoot for 3 axes with lack of steady-state errors, and the time constants are 0.1575, 0.1610, and 0.27 second which are acceptable for roll, pitch, and yaw axes, respectively. In addition, the discrete-time performance of the proposed controller was compared with a PID controller designed in continuous time, and it was shown that the continuous-time design did not work efficiently as well as discrete time one. © 2022 IEEE.

关键词： Unmanned aerial vehicles (UAV)

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Toward quantum unmanned systems

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Science China(Technological Sciences) 2024年第7期67卷 2277-2280页

作者： CHENG ShuMing QI HongSheng SUN Yue LIU LiJun XIE ShaoRong REN XiaoQiang Department of Control Science and Engineering Tongji UniversityShanghai 200092China Academy of Mathematics and Systems Science Chinese Academy of SciencesBeijing 100190China Cipher Cloud Core Ltd. Beijing 100085China College of Mathematics and Computer Science Shanxi Normal UniversityLinfen 041081China School of Computer Engineering and Science Shanghai UniversityShanghai 200444China School of Mechatronic Engineering and Automation Shanghai UniversityShanghai 200444China

1 Quantum information technology Quantum information technology utilizes physical systems at the microscopic level, such as photon, atom, ion, and superconducting, to accomplish information-processing tasks that are impossible for the classical macroscopic world. During the past decade, significant process has been achieved in the pursuit of quantum technology into practical applications,generating great research interest from various domains, with the potential to radically change our information infrastructure [1–3].

关键词： quantum utilize generating

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Supervised-learning guarantee for quantum AdaBoost

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Physical Review Applied 2024年第5期22卷 054001页

作者： Yabo Wang Xin Wang Bo Qi Daoyi Dong Key Laboratory of Systems and Control Beijing 100049 People’s Republic of China Department of Automation School of Engineering

In the noisy intermediate-scale quantum (NISQ) era, the capabilities of variational quantum algorithms are greatly constrained due to a limited number of qubits and the shallow depth of quantum circuits. We may view these variational quantum algorithms as weak learners in supervised learning. Ensemble methods are general approaches to combining weak learners to construct a strong one in machine learning. In this paper, by focusing on classification, we theoretically establish and numerically verify a learning guarantee for quantum adaptive boosting (AdaBoost). The supervised-learning risk bound describes how the prediction error of quantum AdaBoost on binary classification decreases as the number of boosting rounds and sample size increase. We further empirically demonstrate the advantages of quantum AdaBoost by focusing on a 4-class classification. The quantum AdaBoost not only outperforms several other ensemble methods, but in the presence of noise it can also surpass the ideally noiseless but unboosted primitive classifier after only a few boosting rounds. Our work indicates that in the current NISQ era, introducing appropriate ensemble methods is particularly valuable in improving the performance of quantum machine learning algorithms.

关键词： Quantum algorithms & computation Quantum circuits Supervised learning

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Persistent Coverage in Non-Convex Environments with Heterogeneous Robotic Networks: Constraint-based Approach ⋆

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IFAC-PapersOnLine 2023年第2期56卷 10708-10714页

作者： J.G. Martin T. Hatanaka J.M. Maestre E.F. Camacho Department of Systems and Automation Engineering University of Seville Spain Department of Systems and Control Engineering Tokyo Institute of Technology

In this paper, we extend a constraint-based coverage control for robotic sensor networks based on control barrier functions (CBFs) for environments with known obstacles and different types of unmanned vehicles (UV). To this end, we use a sensing function that considers the vertices of the obstacles to compute the route and the distance regarding the UVs. This way, obstacle avoidance becomes intrinsic to the CBF ensuring the coverage performance. Moreover, we consider different obstacles and speeds for each type of UV. Finally, the proposed algorithm is illustrated with a heterogeneous fleet of UVs and obstacles in a simulated thermosolar power plant.

关键词： Coordination of multiple vehicle systems Graph-based methods for networked systems Networked robotic systems control barrier function (CBF) coverage control obstacles non-convex area

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Detection of Perfect Stealthy Attacks on Cyber-Physical Systems Subject to Measurement Quantizations: A Watermark-Based Strategy

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IEEE/CAA Journal of Automatica Sinica 2025年第1期12卷 114-125页

作者： Yu-Ang Wang Zidong Wang Lei Zou Bo Shen Hongli Dong the College of Information Science and Technology Donghua University the Engineering Research Center of Digitalized Textile and Fashion Technology Ministry of Education IEEE the College of Electrical Engineering and Automation Shandong University of Science and Technology the Department of Computer Science Brunel University London Uxbridge the Sanya Offshore Oil and Gas Research Institute Northeast Petroleum University the Artificial Intelligence Energy Research Institute Northeast Petroleum University Heilongjiang Provincial Key Laboratory of Networking and Intelligent Control Northeast Petroleum University

In this paper, the attack detection problem is investigated for a class of closed-loop systems subjected to unknownbutbounded noises in the presence of stealthy attacks. The measurement outputs from the sensors are quantized before transmission.A specific type of perfect stealthy attack, which meets certain rather stringent conditions, is taken into account. Such attacks could be injected by adversaries into both the sensor-toestimator and controller-to-actuator channels, with the aim of disrupting the normal data flow. For the purpose of defending against these perfect stealthy attacks, a novel scheme based on watermarks is developed. This scheme includes the injection of watermarks(applied to data prior to quantization) and the recovery of data(implemented before the data reaches the estimator).The watermark-based scheme is designed to be both timevarying and hidden from adversaries through incorporating a time-varying and bounded watermark signal. Subsequently, a watermark-based attack detection strategy is proposed which thoroughly considers the characteristics of perfect stealthy attacks,thereby ensuring that an alarm is activated upon the occurrence of such attacks. An example is provided to demonstrate the efficacy of the proposed mechanism for detecting attacks.

关键词： Attack detection cyber-physical systems (CPSs) perfect stealthy attacks watermark-based strategy

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Memô the Game: Serious Game for Development of Memorization in Children with Autistic Spectrum Disorder 9th

Memô the Game: Serious Game for Development of Memorizat...

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9th Latin American Congress on Biomedical engineering, CLAIB 2022 and 28th Brazilian Congress on Biomedical engineering, CBEB 2022

作者： Freitas, Éberte Panceri, João Schreider, Sheila Caldeira, Eliete Bastos-Filho, Teodiano Postgraduate Program in Electrical Engineering Federal University of Espirito Santo Vitoria Brazil Automation and Control Engineering Department Federal Institute of Espirito Santo Linhares Brazil Electrical Engineering Department Federal University of Espirito Santo Vitoria Brazil Postgraduate Program in Biotechnology Federal University of Espirito Santo Vitoria Brazil

ISBN: (纸本)9783031494062

This work presents the architecture and development of the Serious Game (SG) Memô which is aimed at exercising the Short-Term Memory (STM) of children with Autism Spectrum Disorder (ASD). This serious game proposes an individualized functional approach through Dynamic Difficulty Adjustment (DDA), which considers the performance, the expressed facial emotions, and the level of eye attention during child performance. In addition, it is used to recording the presence of hand and eye stereotypies. The SG is developed in Unity 3D, uses MediaPipe to determine the points of the hands, and is executed by our Socially Assistive Robot (SAR), termed Mobile Autonomous Robot for Interaction with Autistics and Trisomy 21 (MARIA T21). We believe that the creation of SGs to assist in the cognitive development of children with ASD and explore the detection of other stereotyped movements, associating them with a communicative and emotional proposal, is feasible. © 2024, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Serious games

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A novel 3D-Space Vector Modulation for Three single-phase combined 400Hz Ground Power Unit 12

A novel 3D-Space Vector Modulation for Three single-phase co...

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12th IEEE International Conference on control, automation and Information Sciences, ICCAIS 2023

作者： Que, Son Tran Van Diep, Huynh Dich, Nguyen Quang Trung, Nguyen Kien Hanoi University of Science and Technology Institute for Control Engineering and Automation Ha Noi Viet Nam Hanoi University of Science and Technology Department of Industrial Automation Ha Noi Viet Nam

ISBN: (纸本)9798350328783

The three single-phase combined (TSC) topology has been ruling the power converter industries for many years. In this research, TSC topology with Lithium Battery DC source is proposed for 400Hz Ground Power Unit (GPU) due to its advantages particularly in increasing the system flexibility and reliability. Sinusoidal Pulse Width Modulation (SPWM) is one of the most viable PWM techniques for inverter, however, it is shown that SPWM has no good contribution on three phase control system, hence, Space Vector Modulation (SVM) technique is now more widely used. This paper proposes a novel effectual three-dimensional Space Vector Modulation (3D-SVM) technique for three single-phase combined inverter, which can provide up to 27 switching states, expanding the possible range to find the best decision boundary to compare with traditional SPWM. The effectiveness of the proposed method is verified through MATLAB simulations. © 2023 IEEE.

关键词： Topology

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