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检索条件"任意字段=7th International Conference on Advanced Algorithms and Control Engineering, ICAACE 2024"

共 513 条记录，以下是81-90 订阅

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Cascade detection algorithm for key parts of boats based on YOLOv7 7

Cascade detection algorithm for key parts of boats based on ...

引用

7th international conference on advanced Electronic Materials, Computers, and Software engineering, AEMCSE 2024

作者： Wang, Haoxuan Luo, Yasong Liu, Zhong College of Weaponry Engineering Naval University of Engineering Wuhan430033 China

ISBN: (纸本)9781510681866

Surface unmanned platforms can realize the purpose of attacking the enemy boats by loading counterload. In order to solve the problem of maximally traumatizing the enemy boats under the premise of limited damage capability, a cascade detection algorithm for key parts of boats based on YOLOv7 is proposed. Firstly, the detection strategy is reconstructed, and the detection of the key parts of boats is divided into two stages. the cascade detection algorithm is designed to detect the whole boats first and then the key parts. Secondly, the boats dataset NSDS and the key parts dataset NSKPDS are constructed. thirdly, considering that multiple boats targets may be detected in the first stage, a multithreaded design is introduced in the second stage. And the relevant control experiments are carried out. the results show that the multithreaded design can effectively shorten the detection time of the cascade detection algorithm. Finally, the proposed cascade detection algorithm, YOLOv7, YOLOv5 and YOLOv8 algorithms are tested on the constructed datasets. And the results show that the cascade detection algorithm can not only effectively complete the detection of key parts of boats, but also has a higher total detection rate and average confidence than other detection algorithms. © 2024 SPIE.

关键词： Prisms

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Beyond the Pixels: Detecting Originality and Assessing Product Condition using Digital Image Processing Techniques 7

Beyond the Pixels: Detecting Originality and Assessing Produ...

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7th international conference on Circuit Power and Computing Technologies, ICCPCT 2024

作者： Arhatia, Ishit Abraham, Bryan SRM Institute of Science and Technology Department of Computing Technologies India

ISBN: (纸本)9798350372816

this paper introduces a novel approach using digital image processing for product management, focusing on authenticity verification and quality assessment. advanced algorithms distinguish genuine from fraudulent products and evaluate their condition. the study highlights the potential of digital image processing to enhance supply chain security and consumer trust, promising significant business impacts by reducing counterfeit circulation, improving brand reputation, and optimizing inventory management © 2024 IEEE.

关键词： Inventory control

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Momentum Prediction for Tennis Matches Based on Counter-Factual Analysis and Multi-LGBM

Momentum Prediction for Tennis Matches Based on Counter-Fact...

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advanced algorithms and control engineering (icaace), international conference on

作者： Jingxiang Guo Jinxuan Zhu Sixu Lin Feng Shi Harbin Institute of Technology Shenzhen School of Mechanical Engineering and Automation Shenzhen China Harbin Institute of Technology Shenzhen School of Science Shenzhen China

ISBN: (数字)9798350361445

ISBN: (纸本)9798350361452

this research paper investigates the concept of “momentum” in tennis and its impact on player performance. To calculate “momentum,” grounded in counter-factual analysis, we develop a Multi-LGBM (Light Gradient Boosting Machine) chain model, which incorporates the calculations of multi-probability and “leverage.” Our analysis, based on continuous scoring and win probabilities, uncovers a strong correlation between momentum and player performance, highlighting its critical role in the dynamics of tennis matches.

关键词： Analytical models Correlation control engineering Process control Probability Predictive models Boosting

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A Human-Computer Interaction Optimization Method for Command and control System Based on Gesture Complexity

A Human-Computer Interaction Optimization Method for Command...

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advanced algorithms and control engineering (icaace), international conference on

作者： Jiaying Li Jiadao Huo Quanmao Yao Jiangsu Automation Research Institute Lianyungang China School of Marine Science and Technology Northwestern Polytechnical University Xi'an China

ISBN: (数字)9798350361445

ISBN: (纸本)9798350361452

Aiming at the low efficiency of gesture interaction in the command and control system, this paper proposes a gesture interaction optimization method based on gesture complexity. Ten joint points are selected to model gestures, and gesture pairs and complexity are defined. Complexity is used as the basis for gesture optimization. Finally, the commonly used GOMS model in human factors engineering is used to evaluate interaction efficiency. the results show that this method can reduce task completion time and effectively improve interaction efficiency.

关键词： Command and control systems Human computer interaction Analytical models control engineering Ergonomics Optimization methods Human factors

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Adaptive Formation Algorithm for Dynamic Environment Based on Improved SOM Network

Adaptive Formation Algorithm for Dynamic Environment Based o...

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advanced algorithms and control engineering (icaace), international conference on

作者： Chaofeng Dong Jianxin Xu Ningbo Artificial Intelligence Research Institute Shanghai Jiaotong University Ningbo China Ningbo Industrial Internet Research Institute Ningbo China

ISBN: (数字)9798350361445

ISBN: (纸本)9798350361452

this paper proposed an adaptive formation algorithm for dynamic environment based on improved SOM network. By weights iteration, the SOM network can balance trajectory planning, target formation position adjustment, and allocation relationship adjustment in dynamic environment, to achieve the process of adaptive formation establishment. In addition, this article also proposes a new optimal allocation algorithm based on formation time. When the target formation is unreachable, this article proposes an iterative update strategy and a switching strategy based on unfalsified control to adjust it. Finally, the practicability of the algorithm was demonstrated through simulation experiments.

关键词： Adaptive systems control engineering Trajectory planning Heuristic algorithms Switches Dynamic scheduling Resource management

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Flight Test Requirements Evaluation Techniques Based on Evidence Network

Flight Test Requirements Evaluation Techniques Based on Evid...

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advanced algorithms and control engineering (icaace), international conference on

作者： Yu Jia Shuang Wang Chinese Flight Test Establishment Xi'an China Xi'an yuanfang Aviation Technology Development Co. Ltd Xi'an China

ISBN: (数字)9798350361445

ISBN: (纸本)9798350361452

Flight test is a system engineering with high technology, high risk and high complexity. Currently, the development of existing flight test requirements depends on historical experience, which is prone to insufficient use of experience and poor standardization of the development process. In order to avoid the above situation, based on the existing requirements development process, this paper proposes a flight test requirements evaluation technology based on evidence network, which evaluate the effectiveness of requirements development based on the evidence network. then, the feasibility of the method is verified by the evaluation of flight test requirements based on the user requirements of type-A civil aircraft performance.

关键词： control engineering Standardization Systems engineering and theory Complexity theory Aircraft

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2024 IEEE 7th international conference on Smart Technologies in Power engineering and Electronics, STEE 2024

2024 IEEE 7th International Conference on Smart Technologies...

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7th IEEE international conference on Smart Technologies in Power engineering and Electronics, STEE 2024

ISBN: (纸本)9798331540999

the proceedings contain 37 papers. the topics discussed include: comparison of the performance of electron guns with BaO and nanotipe thermionic cathodes for use in DLA experiments;mathematical model of switched reluctance motor for braking force elimination;electrochemical synthesis and characterization of AlGaAs/GaAs nanostructured heterostructures for advanced electronic and optoelectronic applications;stability of resonant inverter with feedback;optimal synthesis of band-pass filters on coupled microstrip lines;influence of resonant frequency on power of the high-voltage transformer-less resonant charger of capacitive energy storage device;and combined pulse-density-modulation and phase-shift control for modular-structured series-resonant converter.

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Resilient Quantized Consensus in Adversarial Environment Using Trusted Neighbors

Resilient Quantized Consensus in Adversarial Environment Usi...

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advanced algorithms and control engineering (icaace), international conference on

作者： Peng Zhang Ziming Luo Sentang Wu School of Automation Science and Electrical Engineering Beihang University Beijing China General Department of Networks and Communications 54th Research Institute of the China Electronics Technology Group Corporation Shijiazhuang China

ISBN: (数字)9798350361445

ISBN: (纸本)9798350361452

this paper addresses the challenge of achieving resilient quantized consensus in multiagent systems operating within adversarial environments. Existing algorithms often rely on an assumption of the maximum adversarial agents in the multiagent systems or neighbors which may be impossible to appropriately estimate in practice. To address this limitation, we propose a novel filtering method that dynamically maintains a trusted neighbor set to identify and filter out suspicious states without requiring knowledge of the maximum adversaries. Additionally, we introduce a distributed resilient quantized control protocol tailored for regular agents, ensuring consensus despite limited communication and memory constraints that enforce agents to adopt integer values. We analyze a graph-theoretic condition that is both necessary and sufficient for our proposed control protocol to succeed. Finally, we validate our theoretical findings through simulations.

关键词： Protocols Parameter estimation control engineering Filtering Heuristic algorithms Memory management Filtering algorithms

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Development and Execution for Inertial Wheels in Satellite Stabilization 7

Development and Execution for Inertial Wheels in Satellite S...

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7th international conference on Automation Electronics and Electrical engineering

作者： Zhang, Cong Wang, Yue Wang, Fenming Zhang, Yuming Wu, Hao He, Qizhi Yangtze Delta Reg Acad Beijing Inst Technol Intelligent Planning & Control Team Unmanned Syst Jiaxing Zhejiang Peoples R China

ISBN: (纸本)9798350377040;9798350377033

the aim is to craft a inertial wheel for attitude stabilization, showcasing its practicality and efficacy. To achieve this, a torque-mode framework is erected, and a digital control scheme is concocted, leveraging DSP (Digital Signal Processor) and FPGA (Field-Programmable Gate Array) technologies. Initially, the analytical dissection of the brushless DC motor's mathematical model, integral to the inertial wheel, is undertaken. Subsequently, a current closed-loop system is orchestrated, utilizing a PWM (Pulse Width Modulation) style buck converter, through the electrical module library, followed by model experimentation. the culmination is the assembly of a prototype. By exemplifying the electromotive force, the response curves of the inertial wheel prototype's torque, and current are scrutinized. the prototype demonstrates an average output torque accuracy exceeding 5%. the experimental outcomes from the prototype align with the simulation outcomes, corroborating the theoretical analysis and affirming the rationality and potency of the model and design. Moreover, the model and prototype serve as a test bed for an array of sophisticated control algorithms, offering innovative approaches to the conception and debugging.

关键词： inertial wheel brushless DC motor prototype

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An Output-controllable Stochastic MTJ Spin Based Ising Machine for Solving Combinatorial Optimization Problems

An Output-Controllable Stochastic MTJ Spin Based Ising Machi...

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advanced algorithms and control engineering (icaace), international conference on

作者： Haodi Tang Wenhan Chen Luo Hong Yufeng Xie School of Microelectronics Fudan University Shanghai China

ISBN: (数字)9798350361445

ISBN: (纸本)9798350361452

Combinatorial optimization problems (COPs) have long been challenging for traditional computers. We have design an Ising annealing machine to solve COPs based on an output-controllable magnetic tunnel junctions (MTJ) based spins (MTJ-based spins) and an efficient annealing algorithm called QFactor. Our design has the following advantages: (1) enabling operation at room temperature and offering excellent scalability and manufacturability, (2) MTJ-based spins demonstrating robust thermal stability, true randomness and high controllability, (3) annealing much faster than traditional annealing methods.

关键词： Computers Annealing control engineering Scalability controllability Temperature control Junctions

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