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Diversified Butterfly Attractors of Memristive HNN With Two Memristive systems and Application in IoMT for Privacy Protection

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ieee TRANSACTIONS ON computer-aided design OF INTEGRATED CIRCUITS AND systemS 2025年第1期44卷 304-316页

作者： Lin, Hairong Deng, Xiaoheng Yu, Fei Sun, Yichuang Cent South Univ Sch Elect Informat Changsha 410083 Peoples R China Cent South Univ Shenzhen Res Inst Shenzhen 518000 Peoples R China Changsha Univ Sci & Technol Sch Comp & Commun Engn Changsha 410114 Peoples R China Univ Hertfordshire Sch Engn & Comp Sci Hatfield AL10 9AB England

Memristors are often used to emulate neural synapses or to describe electromagnetic induction effects in neural networks. However, when these two things occur in one neuron concurrently, what dynamical behaviors could be generated in the neural network? Up to now, it has not been comprehensively studied in the literature. To this end, this article constructs a new memristive Hopfield neural network (HNN) by simultaneously introducing two memristors into one Hopfield-type neuron, in which one memristor is employed to mimic an autapse of the neuron and the other memristor is utilized to describe the electromagnetic induction effect. Dynamical behaviors related to the two memristive systems are investigated. Research results show that the constructed memristive HNN can generate the Lorenz-like double-wing and four-wing butterfly attractors by changing the parameters of the first memristive system. Under the simultaneous influence of the two memristive systems, the memristive HNN can generate complex multibutterfly chaotic attractors, including multidouble-wing-butterfly attractors and multifour-wing-butterfly attractors, and the number of butterflies contained in an attractor can be freely controlled by adjusting the control parameter of the second memristive system. Moreover, by switching the initial state of the second memristive system, the multibutterfly memristive HNN exhibits initial-boosted coexisting double-wing and four-wing butterfly attractors. Undoubtedly, such diversified butterfly attractors make the proposed memristive HNN more suitable for the chaos-based engineering applications. Finally, based on the multibutterfly memristive HNN, a novel privacy protection scheme in the Internet of Medical Things is designed. Its effectiveness is demonstrated through the encryption tests and hardware experiments.

关键词： Memristors Mathematical models Encryption Neurons Biological neural networks Protection Electromagnetic induction Hopfield neural network (HNN) initial-boosted behavior memristive system multibutterfly attractor privacy protection

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Active power reserve provision with large-scale WES and BESS

Active power reserve provision with large-scale WES and BESS

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2024 ieee PES/IAS PowerAfrica, PowerAfrica 2024

作者： Mndiya, Siphelele Joseph Ratshitanga, Mukovhe Krishnamurthy, Senthil Electronics and Computer Engineering Cape Peninsula University of Technology Department of Electrical Cape Town South Africa

ISBN: (纸本)9798350389388

For an electrical system to function properly, active power reserves are needed to stabilize the frequency. Recent studies show that power utilities can convert variable wind power generation into dispatchable technology by integrating wind farms with battery energy storage systems. For this study, an ieee 9 bus system was modified and modelled using Real-time Simulator computer-aided design (RSCAD) simulation package by Real-Time Digital Simulator (RTDS) technologies. Using RSCAD, active power compensation control systems for both the wind energy system and the battery energy storage system were developed. The simulation results indicate that the developed control schemes are effective, and the combination of a wind energy system and the battery energy storage system can successfully provide the active power reserves and help balance the generation and demand. © 2024 ieee.

关键词： Active power reserves battery energy storage systems grid contingencies load demand RSCAD RTDS system frequency wind energy systems

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design of Automotive Electronically controlled Mechanical Braking system based on computer Virtual Technology

Design of Automotive Electronically Controlled Mechanical Br...

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2024 International conference on Optimization Computing and Wireless Communication, ICOCWC 2024

作者： Ma, Chuanhai Weifang Engineering Vocational College Shandong Weifang China

ISBN: (纸本)9798350383348

With the rapid development of technology, the automotive industry is undergoing unprecedented changes. Among them, the braking system, as an important component of car safety, its technological progress is of great significance for improving car performance and safety. In recent years, with the development of virtual technology, its application in the field of automotive electronic control and mechanical braking has gradually received attention. This article will focus on exploring the application and advantages of virtual technology in automotive electronic control mechanical braking. © 2024 ieee.

关键词： braking system design Cars computer science theory computer virtualization technology Electronic control machine Mechanical

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Parameter design Method for Series-series Compensated Wireless Power Transfer system Based on Natural Frequency Tracking 6

Parameter Design Method for Series-series Compensated Wirele...

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2023 ieee 6th International conference on Information systems and computer aided Education, ICISCAE 2023

作者： Mo, Yuhong Xiao, Jing Wu, Xiaorui Gong, Wenlan Wu, Ning Electric Power Research Institute of Guangxi Power Grid Co. Ltd Southern Power Grid Corporation Wireless Power Transmission Joint Laboratory Nanning China

ISBN: (纸本)9798350313444

This article proposes a parameter design method based on natural frequency configuration, which enables the system to achieve approximately constant voltage output characteristics independent of load under the expected frequency operating conditions. Firstly, the natural frequency calculation method of the system was obtained by solving the eigenvalues of the second-order time-domain model of the system. Subsequently, a parameter configuration constraint equation was established for the parameter design method, and the approximate constant voltage output of the system at the expected operating frequency was obtained. And the constant voltage characteristic of the system at the designed frequency was verified by theoretically calculating the voltage gain expression of the system. Finally, the correctness of this method was verified through circuit simulation. © 2023 ieee.

关键词： constant voltage output eigenvalue expected operating frequency second-order time domain model Wireless power transfer

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English Teaching system Based on computer aided Technology

English Teaching System Based on Computer Aided Technology

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2022 ieee International conference on Knowledge Engineering and Communication systems, ICKES 2022

作者： Fu, Yuemei College of Applied Technology Dalian Ocean University Dalian116300 China

ISBN: (纸本)9781665456371

computer-aided technology is a subversive reform of the traditional English teaching mode based on modern electronic information technology. It plays an important role in improving students' learning interest and ability. Therefore, the purpose of this paper to study the English teaching system based on computer-aided technology is to improve the professionalism and level of English teaching. On the basis of in-depth analysis of the current situation of college education in China, an English teaching model system based on computer technology is established, and problems are found after experimental verification. Then the performance index system and parameter design methods and strategies are targeted to improve and optimize, so as to improve students' learning efficiency, cultivate their comprehensive quality and ability, and cultivate their innovative spirit. This paper mainly uses the experimental method and the comparative method to analyze the teaching results of the experimental class and the control class. The experimental data shows that the attention of the experimental class is 7 points higher before and after the experiment, which shows that the English teaching system based on computer-aided technology can improve students' interest in English teaching. © 2022 ieee.

关键词： design

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Cryogenic Investigation of a 13 GHz Power Amplifier for Trapped-Ion Quantum computer

Cryogenic Investigation of a 13 GHz Power Amplifier for Trap...

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ieee International conference on Microwaves, Communications, Antennas, Biomedical Engineering and Electronic systems (COMCAS)

作者： Toth, Peter Meyer, Alexander Ishikuro, Hiroki Issakov, Vadim Tech Univ Carolo Wilhelmina Braunschweig Inst CMOS Design Braunschweig Germany Keio Univ Dept Elect & Elect Engn Yokohama Kanagawa Japan

ISBN: (纸本)9798350348194;9798350348187

This work presents an in-depth investigation of the cryogenic applicability of a power amplifier (PA) from simulative and operative viewpoint. A method is introduced for gaining circuit simulation insight below the typical qualified Process design Kit's (PDK) temperature range down to 4.5K. Based on this performance-loss compensation at cryogenic temperature is discussed. The analysis is validated with measurements of a 13GHz PA for 171Yb+ qubit gate control at 4.5K and 300K respectively. The PA under test is intended for a microwave-driven trapped-ion-based qubit system and is fabricated in a 0.13 mu m SiGe BiCMOS process.

关键词： Trapped Ion Microwave control Qubit control Cryogenic Operation BiCMOS

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Research on Inverted Pendulum control Based on Cascade Fuzzy control and Neural Network control 2

Research on Inverted Pendulum Control Based on Cascade Fuzzy...

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2nd ieee International conference on Image Processing and computer Applications, ICIPCA 2024

作者： Wang, Shengkai School of Artificial Intelligence and Computer Science Jiangnan University Wuxi China

ISBN: (纸本)9798350360240

In this paper, the problem of precise control of single-stage inverted pendulum system is deeply discussed and practiced. The dynamic modeling and simulation of the inverted pendulum system were carried out in the course of the experiment, and the whole process of the inverted pendulum control was vividly reproduced by visual means, which enhanced the intuitiveness and effectiveness of the model design and control strategy analysis. In the design of control strategy, two advanced methods of neural network control and cascade fuzzy control are combined. The neural network controller uses its powerful nonlinear mapping ability and self-learning characteristics to approximate the complex dynamic behavior of the inverted pendulum system in real time and accurately. The cascade fuzzy controller realizes the hierarchical fine control of the Angle and angular velocity of the inverted pendulum through the upper and lower two-level control system, which improves the stability and robustness of the control system. After a series of rigorous experimental testing and optimization adjustment, the control output curve and the response curve of inverted pendulum state under different control methods are obtained successfully. Through the comparative analysis of these results, the advantages of the comprehensive scheme based on cascade fuzzy control and neural network control in improving the stable equilibrium time of inverted pendulum, reducing the overthrow amplitude and enhancing the anti-disturbance ability are revealed, and the effectiveness and superiority of the control strategy are verified, providing a new idea and reference for the theoretical research and practical application of inverted pendulum control. © 2024 ieee.

关键词： Inverted pendulum

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Safety Analysis of Embedded controllers Under Implementation Platform Timing Uncertainties

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ieee TRANSACTIONS ON computer-aided design OF INTEGRATED CIRCUITS AND systemS 2022年第11期41卷 4016-4027页

作者： Hobbs, Clara Ghosh, Bineet Xu, Shengjie Duggirala, Parasara Sridhar Chakraborty, Samarjit Univ North Carolina Chapel Hill Dept Comp Sci Chapel Hill NC 27599 USA

As embedded systems architectures become more complex and distributed, checking the safety of feedback control loops implemented on them becomes a crucial problem for emerging autonomous systems. Toward this, a number of recent papers have addressed the problem of checking stability in the presence of deadline misses. In this article, we argue that analyzing quantitative properties like the maximum deviation in system behavior (trajectory in the state space) between an ideal implementation platform and that having timing uncertainties is an equally important problem. We show that different strategies for handling deadline misses (or system overruns), all of which lead to a stable system, might differ considerably when considering such quantitative safety properties. However, analyzing such properties involves reachability analysis that is computationally expensive and, hence, not scalable. We show that suitable approximation strategies can address this computational bottleneck and such quantitative safety properties can be checked for realistic systems. As a result, we are able to identify best combinations of control and deadline miss handling strategies for individual systems and timing uncertainties.

关键词： Safety Behavioral sciences Uncertainty Delays Trajectory Task analysis Automata control reachability real-time safety weakly hard systems

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Modern Educational Mobile Learning Mode and system design Integrating Neural Network 6

Modern Educational Mobile Learning Mode and System Design In...

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2023 ieee 6th International conference on Information systems and computer aided Education, ICISCAE 2023

作者： Huang, Meiling Shanghai Aurora College Shanghai China

ISBN: (纸本)9798350313444

With the popularity of mobile devices, the mobile learning model has become a hot topic of concern and has been widely used. In this context, fused neural networks are of great significance as an emerging research field. This paper focuses on the process of establishing a system model by combining genetic algorithm and neuron connection theory, designing and implementing the system, and performing simulation analysis on experimental data and interpretation of results. By studying the difference in the amount of information learners use the same content at different stages to verify its application effect, the results show that the memory usage of the system is between 0.1 and 0.2, the scalability is between 0.5 and 0.62, and the stability is between 0.82 and 0.89. Through the detection of these indicators, it can fully understand the resources occupied by the system during operation, and the system has scalability and can maintain stable operation in the face of demands of different scales. © 2023 ieee.

关键词： Mobile Learning Modern Education Neural Network system design

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Multi-RIS-aided Secure MIMO Dual-Function Radar-Communication system Based on Signal-to-Interference-plus-Noise Ratio 7

Multi-RIS-Aided Secure MIMO Dual-Function Radar-Communicatio...

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7th ieee Advanced Information Technology, Electronic and Automation control conference, IAEAC 2024

作者： Elhag, Nihad A. A. Liu, Liang Wei, Ping Babikir, Sharief F. Gao, Lin University of Electronic Science and Technology of China School of Information and Communication Engineering Chengdu China University of Tennessee College of Engineering and Computer Science Chattanooga United States

ISBN: (纸本)9798350339161

In this paper, we introduce multiple Reconfigurable Intelligent Surfaces (RISs) aided secure MIMO Dual-Function Radar-Communication (DFRC) system for enhanced dual-functionality performance. We aim to optimize the Signal-to-Interference-plus-Noise Ratio (SINR) as a performance metric for radar, while simultaneously meeting the secrecy rate requirements for the communication link. Major effort is given to optimize multiple RISs configurations that counteract the presence of eavesdroppers and actively manage the propagation environment to benefit legitimate user. The optimization problem is solved iteratively by using CVX and the majorization-minimization (MM) algorithm. Numerical results demonstrate that the proposed method with multiple RISs can improve SINR for radar target detection and also secure communication link, which in turn enhances system performance. The proposed model is used to determine the optimum directions for RISs deployment. © 2024 ieee.

关键词： Signal to noise ratio

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