I. Tsmots, V. Rabyk, Y. Lukaschuk, V. Teslyuk, Z. Liubun
{"title":"Neural Network Technology for Protecting Cryptographic Data","authors":"I. Tsmots, V. Rabyk, Y. Lukaschuk, V. Teslyuk, Z. Liubun","doi":"10.1109/ELIT53502.2021.9501094","DOIUrl":"https://doi.org/10.1109/ELIT53502.2021.9501094","url":null,"abstract":"A neural network technology of cryptographic data protection has been developed, and an algorithm for learning the neural networks based on principal components method has been created. This algorithm is developed using the C programming language on a Raspberry Pi microcomputer. Tables of macroparticle products are calculated and an algorithm for the data encryption/decryption based on neural networks is developed. Neuro-like encryption/decryption networks of a given architecture are designed and focused on FPGA implementation. Simulation of the decryption network with different bit input data is performed. We consider an example of how to learn the neural network and encrypt the data with this network.","PeriodicalId":164798,"journal":{"name":"2021 IEEE 12th International Conference on Electronics and Information Technologies (ELIT)","volume":"30 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131992611","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}
{"title":"Use of MEMS Accelerometer ADXL355 in Microtremor Surveys","authors":"Yu. Datsyuk, B. Kuplovskyi","doi":"10.1109/ELIT53502.2021.9501105","DOIUrl":"https://doi.org/10.1109/ELIT53502.2021.9501105","url":null,"abstract":"The prototype of seismic station based on low-noise 3-axis MEMS-accelerometer ADXL355 for registration of microtremors is presented. The method of recording and processing the signals to obtain smoothed spectra of microtremors is described. An example of use of ADXL355 in geophysical seismic research is demonstrated.","PeriodicalId":164798,"journal":{"name":"2021 IEEE 12th International Conference on Electronics and Information Technologies (ELIT)","volume":"184 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133929696","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}
{"title":"Information Technologies in Computer and Analytical Methods for Modeling the Processes of Forming Classes of Prime Numbers and Estimating the Constants of Artin's Generalized Hypothesis","authors":"G. Vostrov, R. Opiata","doi":"10.1109/ELIT53502.2021.9501128","DOIUrl":"https://doi.org/10.1109/ELIT53502.2021.9501128","url":null,"abstract":"The relationship between the processes of forming classes of prime numbers in the generalized Artin hypothesis is investigated on the basis of the theory of randomization of algorithms of the probabilistic method and analytical number theory. It is proved that probabilistic methods are the basis for constructing computer models for the formation of classes of prime numbers in accordance with Artin's generalized hypothesis. It was found that modern methods of analytical number theory do not allow one to obtain estimates for the generalized Artin constants. Methods for calculating the Artin constants are developed and the convergence of the estimates of the constants in probability to the limiting values is established. The fundamentals of the number-theoretic analysis of Artin's constants and related classes have been created.","PeriodicalId":164798,"journal":{"name":"2021 IEEE 12th International Conference on Electronics and Information Technologies (ELIT)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134374883","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}
S. A. Moroz, M. Khvyshchun, A. Tkachuk, V. Lyshuk, S. Prystupa
{"title":"Investigation of Features of Functioning of the Pyroelectric Sensors in Electronic Security Devices","authors":"S. A. Moroz, M. Khvyshchun, A. Tkachuk, V. Lyshuk, S. Prystupa","doi":"10.1109/ELIT53502.2021.9501138","DOIUrl":"https://doi.org/10.1109/ELIT53502.2021.9501138","url":null,"abstract":"The article reviews and studies the operation of pyroelectric sensors in electronic security devices. The main focus is on pyrodetectors that detect infrared radiation from the human body. To eliminate background thermal radiation, the pyroreceiver must consist of two crystals. In addition, pyroreceivers must have internal correction circuits that attenuate the high-frequency components of the signals. Establishing the main parameters of thermal radiation, which is perceived by the pyroreceiver.","PeriodicalId":164798,"journal":{"name":"2021 IEEE 12th International Conference on Electronics and Information Technologies (ELIT)","volume":"280 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133233318","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}
{"title":"Assessment of the Stress of Competitive Environment of Ukraine's Economy Banking Sector on the Basis of Media Monitoring","authors":"Alina Ladur, I. Tverdokhlib","doi":"10.1109/ELIT53502.2021.9501149","DOIUrl":"https://doi.org/10.1109/ELIT53502.2021.9501149","url":null,"abstract":"The problem of assessing the level of external environment threat to banks using content analysis systems is considered. Based on the data of monitoring the Internet space by the InfoStream system using the “three groups” method, the values of the level of competitive environment stress for the top 10 banks of Ukraine in 2020 are calculated. The fact of different estimates of the environment stress to the banking sector of the economy of Ukraine depending on the type of information sources is established - generally favorable in the media and neutral or conflicting for some banks in social networks.","PeriodicalId":164798,"journal":{"name":"2021 IEEE 12th International Conference on Electronics and Information Technologies (ELIT)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130927619","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}
{"title":"Quality Factor of the Surface Plasmonic Resonance in the Metallic Nanodiscs","authors":"N. Pavlyshche, A. Korotun, I. Titov, V. Tretiak","doi":"10.1109/ELIT53502.2021.9501140","DOIUrl":"https://doi.org/10.1109/ELIT53502.2021.9501140","url":null,"abstract":"The frequency and size dependences for the transverse and longitudinal Q-factor of the metallic nanodiscs have been obtained. It has been shown that Q-factor of the discs Au and Ag in the visible spectrum is greater than Q-factor for the discs of other metals and it increases under the increase of the aspect ratio. It has been established that the silver nanodiscs have the greatest Q-factor when the frequencies are close to the frequencies of the surface plasmonic resonance, and the transverse Q-factor is greater than the longitudinal Q-factor significantly.","PeriodicalId":164798,"journal":{"name":"2021 IEEE 12th International Conference on Electronics and Information Technologies (ELIT)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129257407","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}
{"title":"Improving the Quality of the Phase Maps by Chebyshev Polynomials","authors":"Y. Kotsiuba, V. Fitio, H. Petrovska, Y. Bobitski","doi":"10.1109/ELIT53502.2021.9501097","DOIUrl":"https://doi.org/10.1109/ELIT53502.2021.9501097","url":null,"abstract":"The possibilities of using Chebyshev orthogonal polynomials for filtering digital interferograms and phase maps in the one-dimensional case of deformation are analyzed. It is proposed to find the coefficients of the decomposition of functions, replacing the integration with the corresponding summation using a certain control factor to eliminate infinity in mathematical expressions. Numerical simulations show that the use of Chebyshev polynomials significantly improves the quality of phase maps.","PeriodicalId":164798,"journal":{"name":"2021 IEEE 12th International Conference on Electronics and Information Technologies (ELIT)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121450346","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}
{"title":"Modeling the Moving of a Self-driving Electric Car with Account the Features Invasive Sensors","authors":"B. Blagitko, I. Zajachuk","doi":"10.1109/ELIT53502.2021.9501154","DOIUrl":"https://doi.org/10.1109/ELIT53502.2021.9501154","url":null,"abstract":"Most of a happening with four-wheeled electric cars occurs because of the failure of applying brake systems. The manual method of applied brakes is always dangerous as it can lead to accidents. However, practice shows that accidents are not accidental. We will not consider an extraordinary case of the accident cause - loss of consciousness by a driver. Failure in the linkages of applying brake systems, road conditions, uncontrollable speed of the vehicle, and manual operation of braking systems are, basically, the reasons for accidents. The driving class of the driver not only influences road safety but also helps in saving fuel consumption. The performed mathematical modeling takes into the account factors such as speed and movement, and several times applied brakes, a sharp acceleration, and various turns, as well as changes in the lane compared to the sensors data. These four sensors like the accelerometer, gyroscope, magnetometer, and GPS are using for gathering data.","PeriodicalId":164798,"journal":{"name":"2021 IEEE 12th International Conference on Electronics and Information Technologies (ELIT)","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129586629","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}
{"title":"Analysis of Moving Clouds Direction and Velocity by Statistical Features","authors":"R. Melnyk, Yurii Havrylko, R. Kvit","doi":"10.1109/ELIT53502.2021.9501101","DOIUrl":"https://doi.org/10.1109/ELIT53502.2021.9501101","url":null,"abstract":"The article considers an approach of determination of clouds statistical features: direction and velocity of displacement. Satellite maps are being processed to get cloudiness segments of different intensity. Multilevel segmentation and a clustering algorithm are used to precise cloudiness distribution. Coordinates of cloudiness are being calculated. Their accuracy depends from a step of grid covering the image.","PeriodicalId":164798,"journal":{"name":"2021 IEEE 12th International Conference on Electronics and Information Technologies (ELIT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115797524","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}
{"title":"Size-Dependent Localized Surface Plasmon Resonance of Large Triangular Ag Nanoprisms","authors":"T. Bulavinets, I. Yaremchuk, Y. Bobitski","doi":"10.1109/ELIT53502.2021.9501110","DOIUrl":"https://doi.org/10.1109/ELIT53502.2021.9501110","url":null,"abstract":"This paper is devoted to the study of dependences of the optical characteristics of large triangular silver nanoprisms on its geometrical parameters. Simulation of the position of localized surface plasmon resonance peaks for triangular silver nanoprisms was performed using the discrete dipole approximation approach in NanoDDSCAT software. It has been shown that the optical characteristics of triangular nanoprisms depend on its size parameters: edge length and thickness.","PeriodicalId":164798,"journal":{"name":"2021 IEEE 12th International Conference on Electronics and Information Technologies (ELIT)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116687821","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}