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2019 International Conference on Electronic Engineering and Informatics (EEI)最新文献

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Improved Adaptive Estimation for Intermittent Time-Varying Faults in Non-Gaussian Stochastic Systems 非高斯随机系统间歇时变故障的改进自适应估计
2019 International Conference on Electronic Engineering and Informatics (EEI) Pub Date : 2019-11-01 DOI: 10.1109/EEI48997.2019.00009
Kaiyu Hu, Zian Cheng
{"title":"Improved Adaptive Estimation for Intermittent Time-Varying Faults in Non-Gaussian Stochastic Systems","authors":"Kaiyu Hu, Zian Cheng","doi":"10.1109/EEI48997.2019.00009","DOIUrl":"https://doi.org/10.1109/EEI48997.2019.00009","url":null,"abstract":"This paper studies an improved adaptive fault estimation for the non-Gaussian stochastic systems with intermittent time-varying actuator faults. Type II fuzzy theory approximates the nonlinear dynamical systems with non-Gaussian stochastic outputs, disturbance and singular matrices under the harsh environments. An estimation observer with fuzzy and bionic adaptive laws is proposed to accurately estimate the different amplitudes of actuator faults. Where the bionic variable parameter algorithm that mimics animal predation behavior improves the sensitivity of observer to the incipient intermittent faults. Lyapunov function and linear matrix inequality prove the robust stability, and simulation results illustrate the effectiveness of the methods.","PeriodicalId":150974,"journal":{"name":"2019 International Conference on Electronic Engineering and Informatics (EEI)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115377279","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 Pilot-Based Channel Estimation Algorithms 基于导频的信道估计算法研究
2019 International Conference on Electronic Engineering and Informatics (EEI) Pub Date : 2019-11-01 DOI: 10.1109/EEI48997.2019.00104
Mengyang Liu, Hongjuan Wang, Yeli Li, Pei Li
{"title":"Research on Pilot-Based Channel Estimation Algorithms","authors":"Mengyang Liu, Hongjuan Wang, Yeli Li, Pei Li","doi":"10.1109/EEI48997.2019.00104","DOIUrl":"https://doi.org/10.1109/EEI48997.2019.00104","url":null,"abstract":"The numerous advantages of massive MIMO technology make it one of the key technologies of 4G communication. However, with the increase of antennas, the channel matrix dimension is getting higher and higher, and the channel situation is more complicated, which puts forward higher requirements for channel estimation algorithm. In this paper, we have studied two pilot-based channel estimation algorithms: LS and MMES algorithm. We have applied these two channel estimation algorithms to OFDM systems and analyzed their results respectively. Our simulation results show that the performance of MMSE channel estimation is better than LS channel estimation, but its computational complexity is higher than LS channel estimation. So the LS channel estimation algorithm is always used under general industrial requirements.","PeriodicalId":150974,"journal":{"name":"2019 International Conference on Electronic Engineering and Informatics (EEI)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115413951","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: 6
Multi-View and Multi-Information Clustering for Semi-Supervised Person Re-Identification 半监督人再识别的多视角多信息聚类
2019 International Conference on Electronic Engineering and Informatics (EEI) Pub Date : 2019-11-01 DOI: 10.1109/EEI48997.2019.00051
S. Pan, Yujie Wang, Yanwen Chong
{"title":"Multi-View and Multi-Information Clustering for Semi-Supervised Person Re-Identification","authors":"S. Pan, Yujie Wang, Yanwen Chong","doi":"10.1109/EEI48997.2019.00051","DOIUrl":"https://doi.org/10.1109/EEI48997.2019.00051","url":null,"abstract":"Deep learning based methods for person re-identification (re-id) have aroused extensive attention in recent years. However, most works adopt fully-supervised learning, which heavily rely on a large amount of labeled training data. And collecting labeled samples is quite time consuming. To address this problem, we present a semi-supervised framework for person re-id. The key point in this work is to estimate the label of unlabeled data, thus a multi-view and multi-information clustering (MVMIC) method is proposed. First, multi-view feature representation is obtained by two Convolutional Neural Networks, then KNN graphs can be constructed by the feature representation. Finally, multi-information is collected from the KNN graphs to select positive pairs and clustering will be achieving. Experimental results on two large-scale datasets demonstrate the superiority of the proposed method.","PeriodicalId":150974,"journal":{"name":"2019 International Conference on Electronic Engineering and Informatics (EEI)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122437903","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: 2
Development and Application of Emergency Rescue Command System Based on UWB Technology 基于超宽带技术的应急救援指挥系统开发与应用
2019 International Conference on Electronic Engineering and Informatics (EEI) Pub Date : 2019-11-01 DOI: 10.1109/EEI48997.2019.00067
Peng-yuan Sun, Huihui Zhang, Xiaoling Liu
{"title":"Development and Application of Emergency Rescue Command System Based on UWB Technology","authors":"Peng-yuan Sun, Huihui Zhang, Xiaoling Liu","doi":"10.1109/EEI48997.2019.00067","DOIUrl":"https://doi.org/10.1109/EEI48997.2019.00067","url":null,"abstract":"Ultra-wideband (UWB) technology has the advantages of low complexity, good spatio-temporal characteristics and strong penetrability, which can meet the precise positioning and vital sign detection functions of the emergency rescue command system. The system also realizes the real-time transmission of audio and video data by using the self-organizing network and the RTP protocol, providing a basis for effective command and dispatch of the emergency rescue site, and improving the quality and efficiency of the emergency rescue. After repeated experiment, optimization and improvement by testers, the system can meet the on-site command requirements of multiple types of emergency rescue, ensure the safety of rescuers, reach the international leading level in the industry, and has the value of promotion and use.","PeriodicalId":150974,"journal":{"name":"2019 International Conference on Electronic Engineering and Informatics (EEI)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126881233","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
Improved YOLOv3 Algorithm for Airport Detection under Complex Conditions 复杂条件下机场检测的改进YOLOv3算法
2019 International Conference on Electronic Engineering and Informatics (EEI) Pub Date : 2019-11-01 DOI: 10.1109/EEI48997.2019.00069
Yongsai Han, Shiping Ma, Kun Liu, Chenghao Li
{"title":"Improved YOLOv3 Algorithm for Airport Detection under Complex Conditions","authors":"Yongsai Han, Shiping Ma, Kun Liu, Chenghao Li","doi":"10.1109/EEI48997.2019.00069","DOIUrl":"https://doi.org/10.1109/EEI48997.2019.00069","url":null,"abstract":"Airport target detection in optical remote sensing images is a hot topic in image processing and machine vision in recent years. In this paper, an improved YOLOv3 target detection algorithm is proposed for the problem that the traditional target detection method is insufficient for airport detection under complex conditions. Firstly, the remote sensing image data set of complex background, multi-scale target, multi-objective, multi-category and different perspectives are constructed independently, which lays a foundation for the training of the model. Then the YOLv3 algorithm is improved for the target characteristics in the data set, so that The model can extract more deep-separated features of the target and play a better training effect. Finally, the effectiveness and significance of the algorithm are verified by comparison with other algorithms. The results show that the algorithm can achieve Real-time detection and gets a high detection rate.","PeriodicalId":150974,"journal":{"name":"2019 International Conference on Electronic Engineering and Informatics (EEI)","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114359647","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
Design of Electrostatic Discharge Test System Induced by Electromagnetic Field in Space Radiation Environment 空间辐射环境下电磁场诱发静电放电试验系统的设计
2019 International Conference on Electronic Engineering and Informatics (EEI) Pub Date : 2019-11-01 DOI: 10.1109/EEI48997.2019.00052
Xining Xie, Xiaofeng Hu, Qingyun Yuan
{"title":"Design of Electrostatic Discharge Test System Induced by Electromagnetic Field in Space Radiation Environment","authors":"Xining Xie, Xiaofeng Hu, Qingyun Yuan","doi":"10.1109/EEI48997.2019.00052","DOIUrl":"https://doi.org/10.1109/EEI48997.2019.00052","url":null,"abstract":"Electrostatic discharge induced by strong electromagnetic field refers to the electrostatic discharge process of spacecraft surface materials, cables, some special structural parts and other areas with low charging potential induced by strong electromagnetic field. In general, the spacecraft surface low charge potential sensitive area of the electric field is weak, and electron energy is lower than the ionization energy of molecules, atoms, collision ionization probability is low, when the strong electromagnetic field action, stimulate low-pressure gas to produce dense plasma, thereby reducing the discharge threshold and induce the generation of electrostatic charge discharge. The establishment of testing method for electrostatic discharge induced by strong electromagnetic field is the premise of research on law and protection method of electrostatic discharge induced by strong electromagnetic field. At present, there are no experimental conditions for the interaction between strong electromagnetic field and space environment in China. Therefore, this article established the strong electromagnetic radiation environment and space radiation environment at the same time, under the action of induced discharge test system, not only to be able to carry out electrostatic discharge, high power microwave, nuclear electromagnetic pulse, ultra-wideband electromagnetic pulse and continuous wave such as strong electromagnetic field radiation studies, but also need to solve the high vacuum environment at the same time for sample production and discharge, the discharge parameters and the effect of real-time monitoring, etc. For the research on the rules of space equipment of strong electromagnetic field induced electrostatic discharge is of great significance.","PeriodicalId":150974,"journal":{"name":"2019 International Conference on Electronic Engineering and Informatics (EEI)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114720696","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
[Title page iii] [标题页iii]
2019 International Conference on Electronic Engineering and Informatics (EEI) Pub Date : 2019-11-01 DOI: 10.1109/eei48997.2019.00002
{"title":"[Title page iii]","authors":"","doi":"10.1109/eei48997.2019.00002","DOIUrl":"https://doi.org/10.1109/eei48997.2019.00002","url":null,"abstract":"","PeriodicalId":150974,"journal":{"name":"2019 International Conference on Electronic Engineering and Informatics (EEI)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127993282","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
High Precision Weight Measurement of Liquid Viscosity 高精度液体粘度称重测量
2019 International Conference on Electronic Engineering and Informatics (EEI) Pub Date : 2019-11-01 DOI: 10.1109/EEI48997.2019.00066
Ning Ge, Lingqun Xie
{"title":"High Precision Weight Measurement of Liquid Viscosity","authors":"Ning Ge, Lingqun Xie","doi":"10.1109/EEI48997.2019.00066","DOIUrl":"https://doi.org/10.1109/EEI48997.2019.00066","url":null,"abstract":"There are a variety of purpose measuring the weight with different readability and the capacity of the weighing system, such as the using in daily life, large weight measuring instrument or laboratory dedicated high-precision digital measuring instrument. This report introduces a kind of laboratory weighing apparatus, a high-precision instrument for measuring liquid viscosity. The target weighing system readability is very sensitive, at 0.1 mg, which requires every step of making this weighing device minimizes the error. Therefore, the measuring instrument needs to use high-precision sensor, 24-bit analogue to digital converter HX711, and Arduino Uno, which is a compact and lightweight Arduino series board, has the ability to store data and perform logical operations.","PeriodicalId":150974,"journal":{"name":"2019 International Conference on Electronic Engineering and Informatics (EEI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134258165","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: 2
A Method for Digital Modulation Recognition Based on Mixed Signal Features 基于混合信号特征的数字调制识别方法
2019 International Conference on Electronic Engineering and Informatics (EEI) Pub Date : 2019-11-01 DOI: 10.1109/EEI48997.2019.00050
Yangqiang Yang, Lifen Yang, Mingbo Hu
{"title":"A Method for Digital Modulation Recognition Based on Mixed Signal Features","authors":"Yangqiang Yang, Lifen Yang, Mingbo Hu","doi":"10.1109/EEI48997.2019.00050","DOIUrl":"https://doi.org/10.1109/EEI48997.2019.00050","url":null,"abstract":"Digital modulation recognition is an important part of signal processing. With inherent anti-noise performance, High-Order Cumulants have natural advantage in recognizing digital modulation pattern, and is widely studied in the past several decades. On the basis of high-order cumulants, combined with peak feature of FFT spectrum and instantaneous signal feature, this paper proposed a new method for digital modulation recognition based on mixed signal features, which took advantage of classical decision-tree classifier. Simulation results showed that the method proposed in this paper can recognize six classical digital modulation pattern efficiently, and achieved satisfactory recognition result even at rather low SNR.","PeriodicalId":150974,"journal":{"name":"2019 International Conference on Electronic Engineering and Informatics (EEI)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133870169","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: 3
Non-Uniform Linear Array Beamforming Algorithm Based on High-Order Cumulant 基于高阶累积量的非均匀线阵波束形成算法
2019 International Conference on Electronic Engineering and Informatics (EEI) Pub Date : 2019-11-01 DOI: 10.1109/EEI48997.2019.00096
Jing He, Chuang Ma, Xuefeng Tan
{"title":"Non-Uniform Linear Array Beamforming Algorithm Based on High-Order Cumulant","authors":"Jing He, Chuang Ma, Xuefeng Tan","doi":"10.1109/EEI48997.2019.00096","DOIUrl":"https://doi.org/10.1109/EEI48997.2019.00096","url":null,"abstract":"In this paper, we first establish a model of a uniform linear array (ULA) antenna, and build an array model of the coprime array based on this, and then use the high-order cumulant to expand the array of linear constrained minimum variance (LCMV). Finally, through computer simulation, the reliability and effectiveness of the method are proved. In this paper, we export the signals received by the matrix array to the virtual domain, forming an equivalent uniform array of array element expansion on the virtual domain. Therefore, the number of array elements actually receiving signals is larger than the number of array elements of the coprime array. Increases the freedom of the system while reducing the cost of the antenna. Use high-order cumulant to expand the array, effectively reduce the width of the main lobe, suppress the sidelobe level, increase the depth of the null, and effectively suppress the Gaussian white noise due to the good mathematical properties of the high-order cumulant.","PeriodicalId":150974,"journal":{"name":"2019 International Conference on Electronic Engineering and Informatics (EEI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133605640","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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