Pub Date : 2015-05-19DOI: 10.1109/SCM.2015.7190395
A. N. Berezin, A. Moldovyan, N. A. Moldovyan
For the first time it is proposed a stream deniable-encryption algorithm. The algorithm generates cryptogram that is computationally indistinguishable from the cryptogram produced by some probabilistic encryption algorithm, called associated probabilistic algorithm, while ciphering a fake message with a fake key. When the sender and receiver of the message are coerced to open the encryption key, they open the fake key with which the cryptogram is transformed into the fake message. To recover the secret message from the cryptogram the receiver uses the secret key. The algorithm is constructed on the base of some secure hash function with which two key streams are generated. The key streams are mixed with secret data stream and with fake data stream so that cryptograms looks like the ciphertext produced by the probabilistic encryption of the fake message with the fake key.
{"title":"Stream deniable-encryption computationally indistinguishable from probabilistic ciphering","authors":"A. N. Berezin, A. Moldovyan, N. A. Moldovyan","doi":"10.1109/SCM.2015.7190395","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190395","url":null,"abstract":"For the first time it is proposed a stream deniable-encryption algorithm. The algorithm generates cryptogram that is computationally indistinguishable from the cryptogram produced by some probabilistic encryption algorithm, called associated probabilistic algorithm, while ciphering a fake message with a fake key. When the sender and receiver of the message are coerced to open the encryption key, they open the fake key with which the cryptogram is transformed into the fake message. To recover the secret message from the cryptogram the receiver uses the secret key. The algorithm is constructed on the base of some secure hash function with which two key streams are generated. The key streams are mixed with secret data stream and with fake data stream so that cryptograms looks like the ciphertext produced by the probabilistic encryption of the fake message with the fake key.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130139712","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 : 2015-05-19DOI: 10.1109/SCM.2015.7190436
K. Ignatiev, M. M. Kopichev, A. Putov, V. V. Putov
Implementation of neural network controller for elastic two-mass system trained with full state feedback controller and state observer was presented in the paper.
提出了用全状态反馈控制器和状态观测器训练的弹性双质量系统神经网络控制器的实现方法。
{"title":"Neural network control system for two-mass elastic electromechanical system","authors":"K. Ignatiev, M. M. Kopichev, A. Putov, V. V. Putov","doi":"10.1109/SCM.2015.7190436","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190436","url":null,"abstract":"Implementation of neural network controller for elastic two-mass system trained with full state feedback controller and state observer was presented in the paper.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130555529","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 : 2015-05-19DOI: 10.1109/SCM.2015.7190475
V. Gisin, E. Volkova
Fuzzy linear regression is applied to the real estate appraisal and to the evaluation of parameters of the relationship between the stock of knowledge and R&D. In both cases fuzzy linear regression yields results that have meaningful economic interpretation.
{"title":"Fuzzy linear regression in models of micro and macroeconomics","authors":"V. Gisin, E. Volkova","doi":"10.1109/SCM.2015.7190475","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190475","url":null,"abstract":"Fuzzy linear regression is applied to the real estate appraisal and to the evaluation of parameters of the relationship between the stock of knowledge and R&D. In both cases fuzzy linear regression yields results that have meaningful economic interpretation.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122884429","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 : 2015-05-19DOI: 10.1109/SCM.2015.7190405
L. B. Poshekhonov, A. Bespalov, M. Shestopalov
The formalism for multistage cyclic systems diagnostic state evaluation is presented. It provides possibility of flexible diagnostic state evaluation which is dependent on system operating mode. It is based on fault-tolerant systems design formalism and the changes of diagnose membership functions due to the different values of external information function. Small overview of the whole formalism of fault-tolerant systems design is presented. State evaluation formalism is illustrated by the model of fault-tolerant vacuum deposition of composite coating system.
{"title":"Decision making in fault tolerant control systems of technological processes","authors":"L. B. Poshekhonov, A. Bespalov, M. Shestopalov","doi":"10.1109/SCM.2015.7190405","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190405","url":null,"abstract":"The formalism for multistage cyclic systems diagnostic state evaluation is presented. It provides possibility of flexible diagnostic state evaluation which is dependent on system operating mode. It is based on fault-tolerant systems design formalism and the changes of diagnose membership functions due to the different values of external information function. Small overview of the whole formalism of fault-tolerant systems design is presented. State evaluation formalism is illustrated by the model of fault-tolerant vacuum deposition of composite coating system.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123545035","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 : 2015-05-19DOI: 10.1109/SCM.2015.7190422
A. Dorokhov, V. Geppener, V. V. Gulvanskiy, D. Kaplun, D. Klionskiy
The present paper is devoted to the development of new techniques intended for multichannel signal processing. We study multichannel filter banks and their implementations for wideband monitoring tasks. The key point of the paper is a multichannel modification of the single-channel WOLA-algorithm, which can be considered as a generalization of a one-dimensional WOLA-algorithm for processing vector (multichannel) signals. The suggested algorithm is based on efficient calculation of vector discrete Fourier transform. We also discuss order reduction of a low-frequency prototype-filter on the basis of its magnitude response symmetrization. The efficiency of this approach for a particular prototype filter is demonstrated. The filter, whose characteristics are analyzed in the manuscript, is part of a multi-channel filter bank intended for monitoring the frequency range from 0 to 1 MHz.
{"title":"Multichannel filter bank implementation and prototype-filter design based on magnitude response symmetrization","authors":"A. Dorokhov, V. Geppener, V. V. Gulvanskiy, D. Kaplun, D. Klionskiy","doi":"10.1109/SCM.2015.7190422","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190422","url":null,"abstract":"The present paper is devoted to the development of new techniques intended for multichannel signal processing. We study multichannel filter banks and their implementations for wideband monitoring tasks. The key point of the paper is a multichannel modification of the single-channel WOLA-algorithm, which can be considered as a generalization of a one-dimensional WOLA-algorithm for processing vector (multichannel) signals. The suggested algorithm is based on efficient calculation of vector discrete Fourier transform. We also discuss order reduction of a low-frequency prototype-filter on the basis of its magnitude response symmetrization. The efficiency of this approach for a particular prototype filter is demonstrated. The filter, whose characteristics are analyzed in the manuscript, is part of a multi-channel filter bank intended for monitoring the frequency range from 0 to 1 MHz.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129295751","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 : 2015-05-19DOI: 10.1109/SCM.2015.7190466
O. A. Ivashchenko, A. A. Minina, N. V. Orlova
Correction algorithm of the linear position coordinates of joints and defects on the track on the basis of geographic information technologies (GIS). The algorithm uses a method of storing geographic data using relative locations along the already measured linear spatial object.
{"title":"Algorithm to improve the accuracy of linear coordinates in model railroading way","authors":"O. A. Ivashchenko, A. A. Minina, N. V. Orlova","doi":"10.1109/SCM.2015.7190466","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190466","url":null,"abstract":"Correction algorithm of the linear position coordinates of joints and defects on the track on the basis of geographic information technologies (GIS). The algorithm uses a method of storing geographic data using relative locations along the already measured linear spatial object.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129468110","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 : 2015-05-19DOI: 10.1109/SCM.2015.7190473
V. Geppener, O. Mandrikova, E. Zhizhikina
This paper describes a method developed by the authors for estimating the state of the Earth's magnetic field. The method is based on the combination of wavelet transform with radial basis neural networks. The method includes decomposing of recorded geomagnetic field variations on different scale components, estimating their disturbance degree and forming conclusion about the state of the field. For approbation of the method, we used geomagnetic data from the "Paratunka" station (Paratunka, Kamchatka region, data registration is carried out by IKIR FEB RAS). The analysis of the spectral-temporal characteristics of geomagnetic field variations during periods of moderate and strong magnetic storms was performed. Weak perturbations were detected in the geomagnetic field before the storms. Obtained results confirmed the effectiveness of the proposed method.
本文介绍了作者提出的一种估算地球磁场状态的方法。该方法将小波变换与径向基神经网络相结合。该方法将记录的地磁场变化在不同尺度分量上进行分解，估计其扰动程度，得出地磁场状态的结论。为了验证该方法，我们使用了“Paratunka”站的地磁数据(堪察加半岛Paratunka地区，数据注册由IKIR FEB RAS进行)。分析了中、强磁暴期间地磁场变化的谱时特征。在风暴之前，在地磁场中检测到微弱的扰动。实验结果证实了该方法的有效性。
{"title":"Automatic method for estimation of the Earth's magnetic field state","authors":"V. Geppener, O. Mandrikova, E. Zhizhikina","doi":"10.1109/SCM.2015.7190473","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190473","url":null,"abstract":"This paper describes a method developed by the authors for estimating the state of the Earth's magnetic field. The method is based on the combination of wavelet transform with radial basis neural networks. The method includes decomposing of recorded geomagnetic field variations on different scale components, estimating their disturbance degree and forming conclusion about the state of the field. For approbation of the method, we used geomagnetic data from the \"Paratunka\" station (Paratunka, Kamchatka region, data registration is carried out by IKIR FEB RAS). The analysis of the spectral-temporal characteristics of geomagnetic field variations during periods of moderate and strong magnetic storms was performed. Weak perturbations were detected in the geomagnetic field before the storms. Obtained results confirmed the effectiveness of the proposed method.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126006558","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 : 2015-05-19DOI: 10.1109/SCM.2015.7190396
M. A. Lomachenko, E. S. Suloyeva, E. I. Tsvetkov
Consideration of methods of decision-making by results of binary comparison depending on structure of aprioristic knowledge. The main work's goal consists in formation procedures of decision-making by results of intercomparison couple of objects on the ground of conditional statistically distributed characteristics of these results. The formalized procedures are given; settlement expressions for estimation hit probability of a systematic error in the demanded intervals are received.
{"title":"Decision-making by results of binary comparison at various a priori knowledge","authors":"M. A. Lomachenko, E. S. Suloyeva, E. I. Tsvetkov","doi":"10.1109/SCM.2015.7190396","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190396","url":null,"abstract":"Consideration of methods of decision-making by results of binary comparison depending on structure of aprioristic knowledge. The main work's goal consists in formation procedures of decision-making by results of intercomparison couple of objects on the ground of conditional statistically distributed characteristics of these results. The formalized procedures are given; settlement expressions for estimation hit probability of a systematic error in the demanded intervals are received.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132742577","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 : 2015-05-01DOI: 10.1109/SCM.2015.7190452
V. Desnitsky, Igor Kotenko, S. B. Nogin
The increasing urgency and expansion of information systems implementing the Internet of Things (IoT) concept determine the importance of the investigation in the field of protection mechanisms against a wide range of information security threats. The increased complexity of such investigation is determined by a low structuring and formalization of expert knowledge on IoT systems. The paper encompasses an approach to elicitation and use of expert knowledge on detection of anomalies in data as well as their usage as an input for automated means aimed at monitoring security components of IoT.
{"title":"Detection of anomalies in data for monitoring of security components in the Internet of Things","authors":"V. Desnitsky, Igor Kotenko, S. B. Nogin","doi":"10.1109/SCM.2015.7190452","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190452","url":null,"abstract":"The increasing urgency and expansion of information systems implementing the Internet of Things (IoT) concept determine the importance of the investigation in the field of protection mechanisms against a wide range of information security threats. The increased complexity of such investigation is determined by a low structuring and formalization of expert knowledge on IoT systems. The paper encompasses an approach to elicitation and use of expert knowledge on detection of anomalies in data as well as their usage as an input for automated means aimed at monitoring security components of IoT.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120869306","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}
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