Pub Date : 2019-11-01DOI: 10.1109/EnT47717.2019.9030550
Kudrov Maksim, Bukharov Kirill, Zakharov Eduard, Grishin Nikita, Bazzaev Aleksandr, Lozhkina Arina, S. Vladislav, Makhotkin Daniil, Krivoshein Nikolay
This paper attempts to solve the problem of defect classification for the purpose of automation of the processing of flaw detection results. Article proposes an algorithm based on deep convolutional neural networks (DCNN) for recognizing patterns of defects in semiconductor wafers. In order to train the model, a composite training data set was created and applied. Its basis consists of synthetic data and an extra small amount of experimental data including about 20 examples. Verification of the work was carried out on an open data set WM-811K. The resulting classification accuracy is about 87.8%. This is a satisfactory result from a practical point of view. The developed algorithms can be used both in software systems for data analysis in the production of semiconductor wafers, as well as part of separate software modules for electronic flaw detectors.
{"title":"Classification of Wafer Maps Defect Based on Deep Learning Methods With Small Amount of Data","authors":"Kudrov Maksim, Bukharov Kirill, Zakharov Eduard, Grishin Nikita, Bazzaev Aleksandr, Lozhkina Arina, S. Vladislav, Makhotkin Daniil, Krivoshein Nikolay","doi":"10.1109/EnT47717.2019.9030550","DOIUrl":"https://doi.org/10.1109/EnT47717.2019.9030550","url":null,"abstract":"This paper attempts to solve the problem of defect classification for the purpose of automation of the processing of flaw detection results. Article proposes an algorithm based on deep convolutional neural networks (DCNN) for recognizing patterns of defects in semiconductor wafers. In order to train the model, a composite training data set was created and applied. Its basis consists of synthetic data and an extra small amount of experimental data including about 20 examples. Verification of the work was carried out on an open data set WM-811K. The resulting classification accuracy is about 87.8%. This is a satisfactory result from a practical point of view. The developed algorithms can be used both in software systems for data analysis in the production of semiconductor wafers, as well as part of separate software modules for electronic flaw detectors.","PeriodicalId":288550,"journal":{"name":"2019 International Conference on Engineering and Telecommunication (EnT)","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":"129897069","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}
Pub Date : 2019-11-01DOI: 10.1109/EnT47717.2019.9030598
Alexey Nazarov, A. Sychev, Alireza Nik Aein Koupaei, S. Ojha, Himanshu Rai
The scientific problem of developing a method of statistical compaction of the necessary cloud resource in the processing of streaming services in the interests of monitoring systems for various purposes is formulated and solved. The method allows you to determine the number of virtual connections for different services that can be processed in a cloud cluster with a given quality, taking into account, on the one hand, the flow of requests from sources of different services for the provision of virtual connections, and, on the other hand, the needs of these same services transfer rates, taking into Analytical relations for calculation of necessary productivity of a cloud cluster at the set value of probability of loss of a micropackage of streams of DStream are received.
{"title":"Statistical compaction of a monitoring cloud cluster resource when processing streaming services","authors":"Alexey Nazarov, A. Sychev, Alireza Nik Aein Koupaei, S. Ojha, Himanshu Rai","doi":"10.1109/EnT47717.2019.9030598","DOIUrl":"https://doi.org/10.1109/EnT47717.2019.9030598","url":null,"abstract":"The scientific problem of developing a method of statistical compaction of the necessary cloud resource in the processing of streaming services in the interests of monitoring systems for various purposes is formulated and solved. The method allows you to determine the number of virtual connections for different services that can be processed in a cloud cluster with a given quality, taking into account, on the one hand, the flow of requests from sources of different services for the provision of virtual connections, and, on the other hand, the needs of these same services transfer rates, taking into Analytical relations for calculation of necessary productivity of a cloud cluster at the set value of probability of loss of a micropackage of streams of DStream are received.","PeriodicalId":288550,"journal":{"name":"2019 International Conference on Engineering and Telecommunication (EnT)","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":"125427847","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}
Pub Date : 2019-11-01DOI: 10.1109/EnT47717.2019.9030536
V. Petuhov, A. Dvorkovich, A. Ivchenko
This paper presents the adaptation of the main methodology proposed by the International Telecommunication Union for prediction, evaluation and measurement of the interference on the receiver from other TV broadcasting services, including information of the protection criteria, the estimation of interfering signal field strength near the receiver, as well as modeling the results of the adapted technique.
{"title":"Determination of the Interfering Signal Field Strength near a TV Receiver","authors":"V. Petuhov, A. Dvorkovich, A. Ivchenko","doi":"10.1109/EnT47717.2019.9030536","DOIUrl":"https://doi.org/10.1109/EnT47717.2019.9030536","url":null,"abstract":"This paper presents the adaptation of the main methodology proposed by the International Telecommunication Union for prediction, evaluation and measurement of the interference on the receiver from other TV broadcasting services, including information of the protection criteria, the estimation of interfering signal field strength near the receiver, as well as modeling the results of the adapted technique.","PeriodicalId":288550,"journal":{"name":"2019 International Conference on Engineering and Telecommunication (EnT)","volume":"41 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":"124446217","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}
This paper introduces a digital television transmission system using polarization diversity. The system can double the transmission rate by using several sets of orthogonally polarized antennas to transmit two digital television signals. The orthogonal polarization isolation XPI of the polarized antenna is measured to be about 20-23 dB. The signal can be transmitted normally without mosaic when receiving outdoors. The data rate is 79.2 Mb/s, which meets the requirements of 8K resolution ultra-high definition digital TV transmission.
{"title":"Single-Channel 8K Ultra-high Definition Digital Television Transmission Using Polarization Diversity","authors":"Hanqing Li, Changyong Pan, Hui Yang, Chao Zhang, Chang-Yu Zhao","doi":"10.1109/EnT47717.2019.9030528","DOIUrl":"https://doi.org/10.1109/EnT47717.2019.9030528","url":null,"abstract":"This paper introduces a digital television transmission system using polarization diversity. The system can double the transmission rate by using several sets of orthogonally polarized antennas to transmit two digital television signals. The orthogonal polarization isolation XPI of the polarized antenna is measured to be about 20-23 dB. The signal can be transmitted normally without mosaic when receiving outdoors. The data rate is 79.2 Mb/s, which meets the requirements of 8K resolution ultra-high definition digital TV transmission.","PeriodicalId":288550,"journal":{"name":"2019 International Conference on Engineering and Telecommunication (EnT)","volume":"3 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":"125971027","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}
Pub Date : 2019-11-01DOI: 10.1109/EnT47717.2019.9030580
M. Deryabin, M. Babenko, A. Nazarov, N. Kucherov, Aleksandr Karachevtsev, Arseny Glotov, I. Vashchenko
Mobile Ad-Hoc Networks is gaining ground due to the proliferation of simple low-power devices and the introduction of the concepts of the Internet of Things, smart city, and smart manufacturing. It makes the problem of data protection and ensuring the reliability of communications in such networks important for a solution in the near future. In this paper, it is proposed that MANET ensure the reliability and security of communications based on the Redundant Residue Number System (RRNS). This approach is distinguished by its versatility, which consists in the ability to control data integrity and implement computationally secure secret sharing simultaneously based on Residue Number System (RNS). Distributed representation of data in the RNS in combination with multi-path routing solves several MANET problems related to the confidentiality, availability, and integrity of the transmitted data. The work shows that the use of special algorithms for encoding and decoding data in RNS also allows achieving high performance relative to well-known analogs.
{"title":"Protocol for Secure and Reliable Data Transmission in MANET based on Modular Arithmetic","authors":"M. Deryabin, M. Babenko, A. Nazarov, N. Kucherov, Aleksandr Karachevtsev, Arseny Glotov, I. Vashchenko","doi":"10.1109/EnT47717.2019.9030580","DOIUrl":"https://doi.org/10.1109/EnT47717.2019.9030580","url":null,"abstract":"Mobile Ad-Hoc Networks is gaining ground due to the proliferation of simple low-power devices and the introduction of the concepts of the Internet of Things, smart city, and smart manufacturing. It makes the problem of data protection and ensuring the reliability of communications in such networks important for a solution in the near future. In this paper, it is proposed that MANET ensure the reliability and security of communications based on the Redundant Residue Number System (RRNS). This approach is distinguished by its versatility, which consists in the ability to control data integrity and implement computationally secure secret sharing simultaneously based on Residue Number System (RNS). Distributed representation of data in the RNS in combination with multi-path routing solves several MANET problems related to the confidentiality, availability, and integrity of the transmitted data. The work shows that the use of special algorithms for encoding and decoding data in RNS also allows achieving high performance relative to well-known analogs.","PeriodicalId":288550,"journal":{"name":"2019 International Conference on Engineering and Telecommunication (EnT)","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":"114950051","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}
Pub Date : 2019-04-30DOI: 10.1109/EnT47717.2019.9030571
Andrey Sergeevich Alekseev, Anatoly Bobe
The article describes a system for image recognition using deep convolutional neural networks. Modified network architecture is proposed that focuses on improving convergence and reducing training complexity. The filters in the first layer of the network are constrained to fit the Gabor function. The parameters of Gabor functions are learnable and are updated by standard backpropagation techniques. The system was implemented on Python, tested on several datasets and outperformed the common convolutional networks.
{"title":"GaborNet: Gabor filters with learnable parameters in deep convolutional neural network","authors":"Andrey Sergeevich Alekseev, Anatoly Bobe","doi":"10.1109/EnT47717.2019.9030571","DOIUrl":"https://doi.org/10.1109/EnT47717.2019.9030571","url":null,"abstract":"The article describes a system for image recognition using deep convolutional neural networks. Modified network architecture is proposed that focuses on improving convergence and reducing training complexity. The filters in the first layer of the network are constrained to fit the Gabor function. The parameters of Gabor functions are learnable and are updated by standard backpropagation techniques. The system was implemented on Python, tested on several datasets and outperformed the common convolutional networks.","PeriodicalId":288550,"journal":{"name":"2019 International Conference on Engineering and Telecommunication (EnT)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132007368","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}
Pub Date : 2018-11-01DOI: 10.1109/EnT47717.2019.9030543
E. Gadzhiev, A. Generalov, Mirzabek Salikhov, V. Skripachev, Okunev Evgeniy, Alexander Zhukov
At present, there is a need for vehicle-board antenna system of telecommand system. The antenna system includes the receiving antennas, transmitting antennas, power dividers and a cable network. In this paper the antenna system of telecommand system for space vehicles of series “Canopus-V” is designed and presented. In addition to receiving and transmitting antennas, testing complex for full-scale test has been developed. In this paper the results of measurement of voltage standing-wave ratio, radiation pattern, gain of vehicle-board antennas are presented. The obtained results satisfy the technical task for the antenna system for vehicle-board equipment telecommand system.
{"title":"Application of dipole antennas for perspective vehicle-board systems and complexes","authors":"E. Gadzhiev, A. Generalov, Mirzabek Salikhov, V. Skripachev, Okunev Evgeniy, Alexander Zhukov","doi":"10.1109/EnT47717.2019.9030543","DOIUrl":"https://doi.org/10.1109/EnT47717.2019.9030543","url":null,"abstract":"At present, there is a need for vehicle-board antenna system of telecommand system. The antenna system includes the receiving antennas, transmitting antennas, power dividers and a cable network. In this paper the antenna system of telecommand system for space vehicles of series “Canopus-V” is designed and presented. In addition to receiving and transmitting antennas, testing complex for full-scale test has been developed. In this paper the results of measurement of voltage standing-wave ratio, radiation pattern, gain of vehicle-board antennas are presented. The obtained results satisfy the technical task for the antenna system for vehicle-board equipment telecommand system.","PeriodicalId":288550,"journal":{"name":"2019 International Conference on Engineering and Telecommunication (EnT)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124063024","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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：