Pub Date : 2022-12-29DOI: 10.17725/rensit.2022.14.463
Y. Kryukov, D. A. Pokamestov, Andrey A. Brovkin, E. V. Rogozhnikov
A comparative analysis of the performance of SL-SIC (Symbol Level - Serial Interference Cancellation) and CWL-SIC (Codeword Level-SIC) decoders of PD-NOMA (Power Doman - Non-Orthogonal Multiple Access) baseband signals in a system with two users is presented. Real signal code constructs (SCC) from the 3GPP LTE (Long Term Evolution of 3rd Generation Partnership Project) communication standard are used. The performance of CWL-SIC achievable in practice in real systems for all possible designs of a group PD-NOMA signal consisting of different pair combinations of noise-immune SCCs has been obtained. With the help of mathematical modeling, weighting power coefficients are obtained that provide the maximum average performance of the group signal for two user channels. The high efficiency of the CWL-SIC and the expediency of its use in real systems, especially in conditions of low signal-to-noise ratio, are shown.
{"title":"Performance comparison of decoders of non-orthogonal multiple access signals considering modulation and coding schemes from LTE networks","authors":"Y. Kryukov, D. A. Pokamestov, Andrey A. Brovkin, E. V. Rogozhnikov","doi":"10.17725/rensit.2022.14.463","DOIUrl":"https://doi.org/10.17725/rensit.2022.14.463","url":null,"abstract":"A comparative analysis of the performance of SL-SIC (Symbol Level - Serial Interference Cancellation) and CWL-SIC (Codeword Level-SIC) decoders of PD-NOMA (Power Doman - Non-Orthogonal Multiple Access) baseband signals in a system with two users is presented. Real signal code constructs (SCC) from the 3GPP LTE (Long Term Evolution of 3rd Generation Partnership Project) communication standard are used. The performance of CWL-SIC achievable in practice in real systems for all possible designs of a group PD-NOMA signal consisting of different pair combinations of noise-immune SCCs has been obtained. With the help of mathematical modeling, weighting power coefficients are obtained that provide the maximum average performance of the group signal for two user channels. The high efficiency of the CWL-SIC and the expediency of its use in real systems, especially in conditions of low signal-to-noise ratio, are shown.","PeriodicalId":37476,"journal":{"name":"Radioelektronika, Nanosistemy, Informacionnye Tehnologii","volume":"136 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88915240","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 : 2022-12-29DOI: 10.17725/rensit.2022.14.393
D. Skladnev, S. Karlov, V. Anisimkin, V. Sorokin
We propose an innovative method for assessing the integral level of metabolic activity of biological objects, based on the natural ability of living cells for generation metal nanoparticles from cations sources (artificially introduced into the samples), while in sterile samples or in the presence of inactive cells, the formation of nanoparticles does not occur. The method is called DBNG (detection of biogenic nanoparticles generation/growth). This article presents several examples of the use of the main analytical approaches applicable to obtain information about the parameters of biogenic nanocrystalline structures that formed in situ(directly in the tested samples), as well as options for the practical use of the proposed nanobiotechnological innovative approach DBNG to assess (estimate) the basic integral properties of living cells.
{"title":"Methods for studying parameters biogenic metal nanoparticles, formed in situ","authors":"D. Skladnev, S. Karlov, V. Anisimkin, V. Sorokin","doi":"10.17725/rensit.2022.14.393","DOIUrl":"https://doi.org/10.17725/rensit.2022.14.393","url":null,"abstract":"We propose an innovative method for assessing the integral level of metabolic activity of biological objects, based on the natural ability of living cells for generation metal nanoparticles from cations sources (artificially introduced into the samples), while in sterile samples or in the presence of inactive cells, the formation of nanoparticles does not occur. The method is called DBNG (detection of biogenic nanoparticles generation/growth). This article presents several examples of the use of the main analytical approaches applicable to obtain information about the parameters of biogenic nanocrystalline structures that formed in situ(directly in the tested samples), as well as options for the practical use of the proposed nanobiotechnological innovative approach DBNG to assess (estimate) the basic integral properties of living cells.","PeriodicalId":37476,"journal":{"name":"Radioelektronika, Nanosistemy, Informacionnye Tehnologii","volume":"148 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77884466","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 : 2022-12-29DOI: 10.17725/rensit.2022.14.473
G. Mishinsky, V. Kuznetsov, V. I. Starostin
The possibility of generating strong and ultrastrong magnetic fields in condensed ionized media in the presence of unidirectional motion of an ensemble of free electrons with a density > 1021 e/cm3 is demonstrated. It is shown that atomic and nuclear matter in strong and ultrastrong magnetic fields is transformed into a new state of matter - into transatom, in which atomic electrons and nuclear protons and neutrons are bound in pairs into orthobosons with a spin equal to unity S = 1ћ. Examples of radiationless, low-energy nuclear reactions of transatoms, including those without the Coulomb barrier between identical atomic nuclei, are presented. The mechanism of natural nucleosynthesis, based on the results of the low-energy nuclear reactions registered in various experiments in many laboratories of the world and on the creation of the theory of those reactions, at different stages of the development of the Universe, stars and planets is presented.
{"title":"Natural Nucleosynthesis","authors":"G. Mishinsky, V. Kuznetsov, V. I. Starostin","doi":"10.17725/rensit.2022.14.473","DOIUrl":"https://doi.org/10.17725/rensit.2022.14.473","url":null,"abstract":"The possibility of generating strong and ultrastrong magnetic fields in condensed ionized media in the presence of unidirectional motion of an ensemble of free electrons with a density > 1021 e/cm3 is demonstrated. It is shown that atomic and nuclear matter in strong and ultrastrong magnetic fields is transformed into a new state of matter - into transatom, in which atomic electrons and nuclear protons and neutrons are bound in pairs into orthobosons with a spin equal to unity S = 1ћ. Examples of radiationless, low-energy nuclear reactions of transatoms, including those without the Coulomb barrier between identical atomic nuclei, are presented. The mechanism of natural nucleosynthesis, based on the results of the low-energy nuclear reactions registered in various experiments in many laboratories of the world and on the creation of the theory of those reactions, at different stages of the development of the Universe, stars and planets is presented.","PeriodicalId":37476,"journal":{"name":"Radioelektronika, Nanosistemy, Informacionnye Tehnologii","volume":"271 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77820040","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 : 2022-12-29DOI: 10.17725/rensit.2022.14.359
I. Sidorov, E. P. Novichikhin, A. Gudkov, S. Chizhikov, A. Bolotov, N. F. Khokhlov, I. Porokhov
The receiving model of the own soil radiothermal radiation by a bipolarized microwave radiometer when remote sensing the soil moisture from an unmanned aerial vehicle on low altitude is considered. The simulation is carried out taking into account the receiving antenna pattern with side lobes. The height, speed of the carrier and the main lobe axis angle are taken into account. The main parameters of the microwave radiometer for remote determination of portraits of moistened soils are given. The Earth's surface is modeled by a two-dimensional distribution function of the soil permittivity on the thickness of the near-surface layer and a deeper layer with a different permittivity value. The two-dimensional permittivity distribution function represents as "checkerboard" with a periodic change in the permittivity of the soil by "cells". Both the proper radiothermal radiation of the soil and the relict sky radiation of the celestial sphere, re-reflected by the earth's surface, are taken into account. The perspective of using the simulation results to optimize the parameters of the radiometer and remote sensing system according to the criterion of maximum sensitivity of the system to variations in soil moisture content is analyzed.
{"title":"Modeling the process of receiving own radiothermal radiation of the earth's surface","authors":"I. Sidorov, E. P. Novichikhin, A. Gudkov, S. Chizhikov, A. Bolotov, N. F. Khokhlov, I. Porokhov","doi":"10.17725/rensit.2022.14.359","DOIUrl":"https://doi.org/10.17725/rensit.2022.14.359","url":null,"abstract":"The receiving model of the own soil radiothermal radiation by a bipolarized microwave radiometer when remote sensing the soil moisture from an unmanned aerial vehicle on low altitude is considered. The simulation is carried out taking into account the receiving antenna pattern with side lobes. The height, speed of the carrier and the main lobe axis angle are taken into account. The main parameters of the microwave radiometer for remote determination of portraits of moistened soils are given. The Earth's surface is modeled by a two-dimensional distribution function of the soil permittivity on the thickness of the near-surface layer and a deeper layer with a different permittivity value. The two-dimensional permittivity distribution function represents as \"checkerboard\" with a periodic change in the permittivity of the soil by \"cells\". Both the proper radiothermal radiation of the soil and the relict sky radiation of the celestial sphere, re-reflected by the earth's surface, are taken into account. The perspective of using the simulation results to optimize the parameters of the radiometer and remote sensing system according to the criterion of maximum sensitivity of the system to variations in soil moisture content is analyzed.","PeriodicalId":37476,"journal":{"name":"Radioelektronika, Nanosistemy, Informacionnye Tehnologii","volume":"75 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77550579","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 : 2022-12-29DOI: 10.17725/rensit.2022.14.437
V. I. Grachev, V. I. Ryabenkov, Anastasiya V. Surgay, V. Kolesov
Numerical simulation is used to investigate the statistical, fractal and structural properties of sequences of integers generated by the algorithm with delay. It is shown that the statistical properties of the generated discrete sequences, close to a random process, are provided by such generating coding algorithms, in which both the one-dimensional probability distribution and the distributions of the conditional probabilities of the generated numbers are close to uniform. The structure of the phase space of a discrete coding algorithm with delay defined on a closed interval of integers is studied. It is established that the phase space consists of a finite number of cycles of different periods, the behavior of the system on which is pseudorandom. The possibility of creating generators of this type with more complex circuits is discussed. It is shown that with an appropriate choice of parameter values, the algorithm allows the formation of a non-periodic pseudo-random sequence of arbitrary given length for encoding information in telecommunication systems.
{"title":"Information Technologies Based on Noise-like Signals: IV. Algorithmic Pseudo-random Number Generators Based on Dynamic Chaos","authors":"V. I. Grachev, V. I. Ryabenkov, Anastasiya V. Surgay, V. Kolesov","doi":"10.17725/rensit.2022.14.437","DOIUrl":"https://doi.org/10.17725/rensit.2022.14.437","url":null,"abstract":"Numerical simulation is used to investigate the statistical, fractal and structural properties of sequences of integers generated by the algorithm with delay. It is shown that the statistical properties of the generated discrete sequences, close to a random process, are provided by such generating coding algorithms, in which both the one-dimensional probability distribution and the distributions of the conditional probabilities of the generated numbers are close to uniform. The structure of the phase space of a discrete coding algorithm with delay defined on a closed interval of integers is studied. It is established that the phase space consists of a finite number of cycles of different periods, the behavior of the system on which is pseudorandom. The possibility of creating generators of this type with more complex circuits is discussed. It is shown that with an appropriate choice of parameter values, the algorithm allows the formation of a non-periodic pseudo-random sequence of arbitrary given length for encoding information in telecommunication systems.","PeriodicalId":37476,"journal":{"name":"Radioelektronika, Nanosistemy, Informacionnye Tehnologii","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81871760","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}
The program simulating complex for debugging of developing systems and control algorithms of autonomous underwater robots (AUR) is considered. The complex allow to simulation wide spectrum of modeling data, tune up developing algorithms and operate as simulator directly in the AUR control system environment. Into its structure enter model of movement, copy of AUR control system environment with wide spectrum of modeling data, the editors of basic complex elements processes and events.
{"title":"Simulating Complex for Debugging Algorithms of Autonomous Underwater Robots","authors":"V. Bobkov, V. May","doi":"10.17587/it.28.624-629","DOIUrl":"https://doi.org/10.17587/it.28.624-629","url":null,"abstract":"The program simulating complex for debugging of developing systems and control algorithms of autonomous underwater robots (AUR) is considered. The complex allow to simulation wide spectrum of modeling data, tune up developing algorithms and operate as simulator directly in the AUR control system environment. Into its structure enter model of movement, copy of AUR control system environment with wide spectrum of modeling data, the editors of basic complex elements processes and events.","PeriodicalId":37476,"journal":{"name":"Radioelektronika, Nanosistemy, Informacionnye Tehnologii","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88681399","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}
The problem of automatic classification of individual learning trajectories (ILT) is considered taking into account the selected disciplines. It is proposed to classify the generated IOT sample using neural networks. Experiments were carried out on the formation of samples for classification and the results were evaluated.
{"title":"Individual Learning Trajectories and their Classification Using a Neural Network","authors":"S. Sosinskaya, R. V. Ashikhmin, A. Dorofeev","doi":"10.17587/it.28.653-662","DOIUrl":"https://doi.org/10.17587/it.28.653-662","url":null,"abstract":"The problem of automatic classification of individual learning trajectories (ILT) is considered taking into account the selected disciplines. It is proposed to classify the generated IOT sample using neural networks. Experiments were carried out on the formation of samples for classification and the results were evaluated.","PeriodicalId":37476,"journal":{"name":"Radioelektronika, Nanosistemy, Informacionnye Tehnologii","volume":"69 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88521467","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}
Geometric models of target evasion from a pursuer moving in a straight line and uniformly are considered. In geometric models, it is assumed that the pursuer has a detection area. The following models of the detection area were considered: circular, sector and angular. The target is initially on the line of sight and tends to leave the place of probable detection along the optimal trajectory. The issues of the minimum distance from the pursuer, when it will still be possible to leave the detection area, are considered. Note that adaptive behavior on the part of the pursuer was not modeled. Based on the results of the article, animated images were made, where you can see the process of evading the target from the pursuer.
{"title":"Geometric Models of Target Evasion from a Pursuer","authors":"A. Dubanov","doi":"10.17587/it.28.630-635","DOIUrl":"https://doi.org/10.17587/it.28.630-635","url":null,"abstract":"Geometric models of target evasion from a pursuer moving in a straight line and uniformly are considered. In geometric models, it is assumed that the pursuer has a detection area. The following models of the detection area were considered: circular, sector and angular. The target is initially on the line of sight and tends to leave the place of probable detection along the optimal trajectory. The issues of the minimum distance from the pursuer, when it will still be possible to leave the detection area, are considered. Note that adaptive behavior on the part of the pursuer was not modeled. Based on the results of the article, animated images were made, where you can see the process of evading the target from the pursuer.","PeriodicalId":37476,"journal":{"name":"Radioelektronika, Nanosistemy, Informacionnye Tehnologii","volume":"58 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86228963","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. Avdoshin, D. V. Pantiukhin, I. M. Voronkov, A. Nazarov, V. I. Muhamadiev, M. K. Gordenko, Nhich Van Dam, Ngoc Diep Nguyen
Approaches based on neural network classifiers to the detection of computer attacks are considered. The problems of training such classifiers are discussed. Data sets on computer attacks for wired and wireless systems are considered. The results of evaluating such sets by the degree of imbalance are given. The problems of learning on unbalanced data sets and approaches to balancing the training set in the case of rare attacks, including those using generative adversarial networks, are described.
{"title":"Analysis of Neural Network Intrusion Detection Methods and Datasets for their Training","authors":"S. Avdoshin, D. V. Pantiukhin, I. M. Voronkov, A. Nazarov, V. I. Muhamadiev, M. K. Gordenko, Nhich Van Dam, Ngoc Diep Nguyen","doi":"10.17587/it.28.644-653","DOIUrl":"https://doi.org/10.17587/it.28.644-653","url":null,"abstract":"Approaches based on neural network classifiers to the detection of computer attacks are considered. The problems of training such classifiers are discussed. Data sets on computer attacks for wired and wireless systems are considered. The results of evaluating such sets by the degree of imbalance are given. The problems of learning on unbalanced data sets and approaches to balancing the training set in the case of rare attacks, including those using generative adversarial networks, are described.","PeriodicalId":37476,"journal":{"name":"Radioelektronika, Nanosistemy, Informacionnye Tehnologii","volume":"24 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78905195","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}
The role of computing and time resource management of parallel systems when dispatching multiprocessor tasks increases significantly in Grid systems consisting of multiple sites with multiprocessor computing systems, with multisite execution of a parallel task on several sites simultaneously. Such Grid systems of centralized architecture are modeled by the resource quadrant. User's request for maintenance by the Grid system dispatcher is modeled by a resource rectangle with horizontal and vertical dimensions, respectively, equal to the number of time and processor resource units required to fulfill the request. Examples of the exponential complexity of dispatching resource rectangles are the stacking of consecutive resource squares and consecutive resource rectangles of equal perimeter into an enclosing rectangle of the minimum area. Heuristic algorithms of polynomial labor intensity based on the operations of dynamic integration of resource rectangles in the environment of resource rectangles are of practical value. The quality of dispatching is assessed by a non-Euclidean heuristic measure that takes into account the area and shape of the occupied resource area. The quality of dispatching arrays with requests of the same resource measure equal to the product of the number of required processors and runtime is analyzed. In this paper, the quality of three polynomial level algorithms in height and three polynomial level algorithms in length (with the nearest approach to the level, with exceeding of the level and with minimum deviation) is evaluated when dispatching arrays with requests of equal resource measure. Such arrays belong to the parabolic quadratic type and contain user's tasks of circular, hyperbolic and parabolic type. On five test arrays, it is shown that H-finite-level algorithms with a with the nearest approach to the level and with minimum deviation have the smallest value of the maximum of the heuristic measure of 8.45. When servicing arrays with user's tasks of the same resource measure in Grid systems, it is recommended to use the polynomial Н- finite-level algorithm in length with the nearest approach to the level which is introduced in this paper.
{"title":"Dispatching Arrays with Tasks of Equal Resource Measure in GRID Systems","authors":"A. Saak, V. Kureichik","doi":"10.17587/it.28.663-669","DOIUrl":"https://doi.org/10.17587/it.28.663-669","url":null,"abstract":"The role of computing and time resource management of parallel systems when dispatching multiprocessor tasks increases significantly in Grid systems consisting of multiple sites with multiprocessor computing systems, with multisite execution of a parallel task on several sites simultaneously. Such Grid systems of centralized architecture are modeled by the resource quadrant. User's request for maintenance by the Grid system dispatcher is modeled by a resource rectangle with horizontal and vertical dimensions, respectively, equal to the number of time and processor resource units required to fulfill the request. Examples of the exponential complexity of dispatching resource rectangles are the stacking of consecutive resource squares and consecutive resource rectangles of equal perimeter into an enclosing rectangle of the minimum area. Heuristic algorithms of polynomial labor intensity based on the operations of dynamic integration of resource rectangles in the environment of resource rectangles are of practical value. The quality of dispatching is assessed by a non-Euclidean heuristic measure that takes into account the area and shape of the occupied resource area. The quality of dispatching arrays with requests of the same resource measure equal to the product of the number of required processors and runtime is analyzed. In this paper, the quality of three polynomial level algorithms in height and three polynomial level algorithms in length (with the nearest approach to the level, with exceeding of the level and with minimum deviation) is evaluated when dispatching arrays with requests of equal resource measure. Such arrays belong to the parabolic quadratic type and contain user's tasks of circular, hyperbolic and parabolic type. On five test arrays, it is shown that H-finite-level algorithms with a with the nearest approach to the level and with minimum deviation have the smallest value of the maximum of the heuristic measure of 8.45. When servicing arrays with user's tasks of the same resource measure in Grid systems, it is recommended to use the polynomial Н- finite-level algorithm in length with the nearest approach to the level which is introduced in this paper.","PeriodicalId":37476,"journal":{"name":"Radioelektronika, Nanosistemy, Informacionnye Tehnologii","volume":"20 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86355447","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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