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2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)最新文献

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Neural network sliding mode control based on improved fruit-fly optimization algorithm for permanent magnet synchronous motor systems 基于改进果蝇优化算法的永磁同步电机神经网络滑模控制
2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE) Pub Date : 2022-04-01 DOI: 10.1109/AEMCSE55572.2022.00101
Kailiang Long, Xuancheng Zhang, Zepeng Xi, Ningzhou Li
{"title":"Neural network sliding mode control based on improved fruit-fly optimization algorithm for permanent magnet synchronous motor systems","authors":"Kailiang Long, Xuancheng Zhang, Zepeng Xi, Ningzhou Li","doi":"10.1109/AEMCSE55572.2022.00101","DOIUrl":"https://doi.org/10.1109/AEMCSE55572.2022.00101","url":null,"abstract":"Aiming at permanent magnet synchronous motor chaotic system, an equivalent control method of neural network sliding mode based on improved fruit fly optimization algorithm is proposed. When the output of the RBF neural network is used as the boundary layer of the sliding mode equivalent control, it overcomes the difficulty of selection the saturation function boundary layer and the chattering phenomenon in the traditional sliding mode equivalent control. The improved fruit fly optimization algorithm is applied to globally optimize the parameters of the sliding mode controller, so as to suppress the chaotic phenomenon of the permanent magnet synchronous motor more effectively. Simulation results show that this strategy has high control precision and rapid response speed.","PeriodicalId":309096,"journal":{"name":"2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121184359","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design and implementation of metaverse game link emotions sharing system based on the APP Android 基于Android APP的虚拟世界游戏链接情感分享系统的设计与实现
2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE) Pub Date : 2022-04-01 DOI: 10.1109/aemcse55572.2022.00159
Minchuan Huang, Xingtong Zhu, Shunbo Xiang, Hui Xu, Guoquan Wang, Aiguo Wang
{"title":"Design and implementation of metaverse game link emotions sharing system based on the APP Android","authors":"Minchuan Huang, Xingtong Zhu, Shunbo Xiang, Hui Xu, Guoquan Wang, Aiguo Wang","doi":"10.1109/aemcse55572.2022.00159","DOIUrl":"https://doi.org/10.1109/aemcse55572.2022.00159","url":null,"abstract":"With the vigorous development of metaverse online games play an important entertainment role in life and leisure of all ages. The psychology of netizens had a heated discussion on the discussion and exchange platform. They believed that if they were addicted to games, they would form network addiction with behavior restriction and psychological dependence. Mild illness is network syndrome, which affects personal work, life, rest, education and learning achievements.Based on the app system design scheme, collect net pals’ views on the game, enhance net pals emotional sharing and discussion and exchange on overcoming game difficulties. The discussion and communication system adopts Browser/Server architecture and is developed with the front and back separation framework of Spring Boot Vue. The Android Application Based on APP runs on MySQL and collects the question and answer data of the administrator.The system functions include the administrator’s input of game information, question and answer information management, and experience opinions on the degree of game entertainment. Complete the basic requirements of system operation through the complete test of the system.","PeriodicalId":309096,"journal":{"name":"2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124620572","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Price Forecasting and Quantitative Trading Strategy Based on Ensemble Forecaster 基于集合预测器的价格预测与定量交易策略
2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE) Pub Date : 2022-04-01 DOI: 10.1109/aemcse55572.2022.00072
Zijie Wang, Zhule Liu, Hongfu Li
{"title":"Price Forecasting and Quantitative Trading Strategy Based on Ensemble Forecaster","authors":"Zijie Wang, Zhule Liu, Hongfu Li","doi":"10.1109/aemcse55572.2022.00072","DOIUrl":"https://doi.org/10.1109/aemcse55572.2022.00072","url":null,"abstract":"It remains difficult to make a quantitative trading strategy by predicting the former statistics, with the aim of balancing the risks and profits. In this article, we presented an innovative price forecasting and quantitative trading strategy based on ensemble forecaster. The strategy program was designed by the modified Sharpe ratio and PSO, which overcame the original Sharpe ratio’s conservation and the slow program’s convergence rate. And the model was effective and sensitive proved by the disturbance evaluation.","PeriodicalId":309096,"journal":{"name":"2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123993516","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tor Traffic’s Representation and Classification Based on Packet Timing Characteristics 基于分组定时特征的Tor流量表示与分类
2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE) Pub Date : 2022-04-01 DOI: 10.1109/AEMCSE55572.2022.00130
Haozhan Yin, Jinxuan Cao, Shouzhi Jiang, Tianliang Lu
{"title":"Tor Traffic’s Representation and Classification Based on Packet Timing Characteristics","authors":"Haozhan Yin, Jinxuan Cao, Shouzhi Jiang, Tianliang Lu","doi":"10.1109/AEMCSE55572.2022.00130","DOIUrl":"https://doi.org/10.1109/AEMCSE55572.2022.00130","url":null,"abstract":"Tor provides users with great anonymity due to its multi-layer proxy operating mechanism, but also provides living space for illegal and criminal activities. It is necessary to further analyze users' behaviors based on the identification of Tor traffic to effectively supervise Tor users' online conduct. We focus on the differences in traffic patterns when users use different applications, and propose a Tor traffic classification method based on the timing distribution characteristics of packets, which treats each packet as an object with several attributes, analyzes its distribution in unit time, and generates visual samples, finally use CNN to identify the application type. Focusing on the transmission stage of application data, this method can effectively avoid the influence of Tor’s existing defense mechanism, and the processed samples can intuitively present the traffic features of a specific application that are visible to the naked eye. The experiment al results show that the proposed method can not only provide higher recognition accuracy but also effectively improve the problem of poor recognition ability of previous models for certain application types.","PeriodicalId":309096,"journal":{"name":"2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132527972","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Research on sway detection method of subway train based on MEMS gyroscope technology 基于MEMS陀螺仪技术的地铁列车摇摆检测方法研究
2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE) Pub Date : 2022-04-01 DOI: 10.1109/aemcse55572.2022.00010
Wei Chen, Zhenfeng Cao, Zhen Yang, Ming-lai Yang
{"title":"Research on sway detection method of subway train based on MEMS gyroscope technology","authors":"Wei Chen, Zhenfeng Cao, Zhen Yang, Ming-lai Yang","doi":"10.1109/aemcse55572.2022.00010","DOIUrl":"https://doi.org/10.1109/aemcse55572.2022.00010","url":null,"abstract":"Aiming at the sway of the subway train when it is running, this paper proposes a sway detection method for subway trains based on MEMS gyroscope technology. The method uses MEMS gyroscope to obtain the variation range of the rolling angle and pitch angle of the subway train, and then uses the wavelet filtering algorithm to denoise, and finally obtains a smooth fitting curve by the least squares method. Through the processing of this method, the sway information of the subway train can be obtained more effectively, which has reference significance for the realization of comprehensive subway detection.","PeriodicalId":309096,"journal":{"name":"2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131686610","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Reconfigurable Software Framework for Radar Information Processing 雷达信息处理的可重构软件框架
2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE) Pub Date : 2022-04-01 DOI: 10.1109/aemcse55572.2022.00156
Weiyong Tong, Jingjiao Wang, Peng Liu, Zhihui Ding
{"title":"A Reconfigurable Software Framework for Radar Information Processing","authors":"Weiyong Tong, Jingjiao Wang, Peng Liu, Zhihui Ding","doi":"10.1109/aemcse55572.2022.00156","DOIUrl":"https://doi.org/10.1109/aemcse55572.2022.00156","url":null,"abstract":"In this paper, a reconfigurable software framework for radar information processing is proposed. Firstly, through the research of radar open architecture technology, we establish the idea of software-defined radar function design. Then, according to the characteristics of radar information processing, the information processing components are modeled, and on this basis, the cross-platform reusable components are designed. Finally, the component-based radar information processing reconfigurable software framework is designed by studying component communication interaction and integrated control mechanism. The software framework has been applied and popularized in several radar systems. Experimental results show that the software framework is stable and reliable, easy to deploy and transplant. It can significantly improve the efficiency of component development and runtime control of system applications, which provides strong support for radar system design, development, operation, maintenance, upgrade, and improvement.","PeriodicalId":309096,"journal":{"name":"2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128435208","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clustering-based Interference Suppression Algorithm for UWB Localization 基于聚类的超宽带定位干扰抑制算法
2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE) Pub Date : 2022-04-01 DOI: 10.1109/AEMCSE55572.2022.00133
Di Luo, Zhi Li, Jishun Li, Xinli Zhu
{"title":"Clustering-based Interference Suppression Algorithm for UWB Localization","authors":"Di Luo, Zhi Li, Jishun Li, Xinli Zhu","doi":"10.1109/AEMCSE55572.2022.00133","DOIUrl":"https://doi.org/10.1109/AEMCSE55572.2022.00133","url":null,"abstract":"UWB (Ultra-Wideband) technology, also known as \"Ultra-Wideband\" or pulse radio technology, is a wireless communication system that transfers data over short distances by delivering nanosecond pulses without any carrier, with just a few tens of pW used during signal transmission. Because of its unique properties, UWB offers a wide variety of applications in diverse industries such as military and Internet of Things. The existence of multipath effects produces considerable positioning mistakes in complicated interior situations. To solve this issue, a simulated indoor environment with object occlusion and reflection is generated to recreate multipath effects. Based on this circumstance, a special strategy for suppressing multipath interference and improving localization accuracy is investigated using K-Means.","PeriodicalId":309096,"journal":{"name":"2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114418566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Emergency Rescue Action Recognition Algorithm Based on Recurrent -Adaptive Graph Convolutional Networks 基于循环自适应图卷积网络的应急救援动作识别算法
2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE) Pub Date : 2022-04-01 DOI: 10.1109/AEMCSE55572.2022.00104
Zhi Hu, Zhi-yuan Shi
{"title":"Emergency Rescue Action Recognition Algorithm Based on Recurrent -Adaptive Graph Convolutional Networks","authors":"Zhi Hu, Zhi-yuan Shi","doi":"10.1109/AEMCSE55572.2022.00104","DOIUrl":"https://doi.org/10.1109/AEMCSE55572.2022.00104","url":null,"abstract":"In the context of emergency rescue training, aiming at the scene of action recognition and effect evaluation by video. In order to solve the problems of large consumption of existing methods and poor real-time detection effect, this paper uses the technology stack of lightweight OpenPose and Recurrent-Adaptive Graph Convolutional Networks (R-AGCN). The recognition accuracy is improved by introducing cyclic enhancement module and adaptive module, and it has certain advantages for continuous video recognition. Firstly, the first ten layers of VGG - 19 network are used to extract image features, and OpenPose is used to extract bone feature key point coordinates. R-AGCN is used to realize action recognition. The module enhances the influence of spatial dimension on temporal dimension and then improve recognition accuracy. Under the two evaluation criteria of NTU-RGB + D data set, the accuracy of this algorithm is 84.3 % and 94.9 %, respectively, and it also has good recognition effect in the actual scene.","PeriodicalId":309096,"journal":{"name":"2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114749902","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Poles estimation based on backward shift method 基于倒移法的极点估计
2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE) Pub Date : 2022-04-01 DOI: 10.1109/aemcse55572.2022.00015
Shuang Li
{"title":"Poles estimation based on backward shift method","authors":"Shuang Li","doi":"10.1109/aemcse55572.2022.00015","DOIUrl":"https://doi.org/10.1109/aemcse55572.2022.00015","url":null,"abstract":"In this paper, an algorithm based on backward shift procedure is proposed. This algorithm is utilized for estimating poles of an LTI system. The solutions of a special kind algebra equation can be derived by using backward operator to kernels of Hardy space. Two examples are presented to illustrate the algorithm.","PeriodicalId":309096,"journal":{"name":"2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117148513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on digital frequency meter based on single chip microcomputer 基于单片机的数字频率计的研究
2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE) Pub Date : 2022-04-01 DOI: 10.1109/aemcse55572.2022.00030
Zhenjun Shao
{"title":"Research on digital frequency meter based on single chip microcomputer","authors":"Zhenjun Shao","doi":"10.1109/aemcse55572.2022.00030","DOIUrl":"https://doi.org/10.1109/aemcse55572.2022.00030","url":null,"abstract":"Frequency is one of the most basic technical indicators in the field of electronic technology. As a basic measuring instrument, digital frequency meter has been widely used for its high precision, fast speed and digital display. It is used to measure the frequency of signal waveforms. This paper introduces a digital frequency meter based on single chip microcomputer. The control adopts the STM32 series based on the ARM architecture. The frequency measurement range of the frequency meter is 0.1Hz to 10MHz. It is divided into high frequency and low frequency with 1KHz as the boundary. The frequency is measured by the period measurement method, and the pulse counting method is used to measure the frequency in the high frequency band. For low frequency bands, the resolution can reach 0.0001Hz, the error is less than 0.1%, and the duty cycle of square wave signals can be measured. The resolution of the high frequency band is 1Hz, and the error is less than 0.1%; there are three measurement gears of Hz, KHz, and MHz, and the gears are automatically switched during measurement and displayed on the display device. The digital frequency meter introduced in this paper consists of 4 modules, namely: signal amplification and shaping module, MCU main control module, display output module, and power supply module.","PeriodicalId":309096,"journal":{"name":"2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117336781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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