Informatsionno-Upravliaiushchie Sistemy最新文献_第7页

Evaluation of EEG identification potential using statistical approach and convolutional neural networks 基于统计方法和卷积神经网络的脑电识别潜力评估

Informatsionno-Upravliaiushchie Sistemy Pub Date : 2020-12-15 DOI: 10.31799/1684-8853-2020-6-37-49

A. Sulavko, P. Lozhnikov, A. Choban, D. Stadnikov, A. A. Nigrey, D. Inivatov

{"title":"Evaluation of EEG identification potential using statistical approach and convolutional neural networks","authors":"A. Sulavko, P. Lozhnikov, A. Choban, D. Stadnikov, A. A. Nigrey, D. Inivatov","doi":"10.31799/1684-8853-2020-6-37-49","DOIUrl":"https://doi.org/10.31799/1684-8853-2020-6-37-49","url":null,"abstract":"Introduction: Electroencephalograms contain information about the individual characteristics of the brain activities and the psychophysiological state of a subject. Purpose: To evaluate the identification potential of EEG, and to develop methods for the identification of users, their psychophysiological states and activities performed on a computer by their EEGs using convolutional neural networks. Results: The information content of EEG rhythms was assessed from the viewpoint of the possibility to identify a person and his/her state. A high accuracy of determining the identity (98.5–99.99% for 10 electrodes, 96.47% for two electrodes Fp1 and Fp2) with a low transit time (2–2.5 s) was achieved. A significant decrease in accuracy was detected if the person was in different psychophysiological states during the training and testing. In earlier studies, this aspect was not given enough attention. A method is proposed for increasing the robustness of personality recognition in altered psychophysiological states. An accuracy of 82–94% was achieved in recognizing states of alcohol intoxication, drowsiness or physical fatigue, and of 77.8–98.72% in recognizing the user's activities (reading, typing or watching video). Practical relevance: The results can be applied in security and remote monitoring applications.","PeriodicalId":36977,"journal":{"name":"Informatsionno-Upravliaiushchie Sistemy","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41783230","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

Building and evaluation of bioinformatic pipeline for determination of clonal profiles in myelodysplastic syndrome 骨髓增生异常综合征克隆谱测定生物信息学管道的建立与评价

Informatsionno-Upravliaiushchie Sistemy Pub Date : 2020-12-15 DOI: 10.31799/1684-8853-2020-6-50-59

D. Bug, A. Prikhodko, E. Bakin, A. Tishkov, N. Petukhova, I. Barkhatov, E. Morozova, I. Moiseev

{"title":"Building and evaluation of bioinformatic pipeline for determination of clonal profiles in myelodysplastic syndrome","authors":"D. Bug, A. Prikhodko, E. Bakin, A. Tishkov, N. Petukhova, I. Barkhatov, E. Morozova, I. Moiseev","doi":"10.31799/1684-8853-2020-6-50-59","DOIUrl":"https://doi.org/10.31799/1684-8853-2020-6-50-59","url":null,"abstract":"Introduction: There is growing evidence of a connection between tumor clonal profile and its clinical impact. However, there is a lack of a feasible and reliable method for clonal profiling in actual clinical practice. Myelodysplastic syndrome is a clonal hematopoietic stem cell disorder characterized by morphological dysplasia, cytopenia and a high risk of evolution to acute myeloid leukemia. The clinical outcome of myelodysplastic syndrome is greatly heterogeneous; therefore, specific examination of clonal profiles is needed to resolve the prognosis of patients with such complex disorders. Purpose: Development of a pipeline specifically for determining the clonal profiles in patients with myelodysplastic syndrome on the basis of target next-generation sequencing data. Results: The pipeline was developed and evaluated on a set of 35 patients with high-risk myelodysplastic syndrome. It is possible to use the target sequencing data in order to assess the heterogeneity of clonal profiles and characterize their genetic features. This approach allows you to identify the consistency between a specific individual profile and the disease prognosis, which can be critical for the treatment decision. Herein, the characterization and analysis of clonal profiles are presented. Practical relevance: The information about relation patterns between clonal profile characteristics (number of subclones, mutations-per-clone rate) and clinical outcome can be used by doctors in current practice for a more accurate therapy selection depending on the identified individual specificity of the disease.","PeriodicalId":36977,"journal":{"name":"Informatsionno-Upravliaiushchie Sistemy","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42724606","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

Generative augmentation to improve lung nodules detection in resource-limited settings 在资源有限的环境中进行世代扩增以改进肺结节的检测

Informatsionno-Upravliaiushchie Sistemy Pub Date : 2020-12-15 DOI: 10.31799/1684-8853-2020-6-60-69

N. Gusarova, A. Lobantsev, A. Vatian, Anton Klochrov, M. Kabyshev, A. Shalyto, A. Tatarinova, T. Treshkur, Min Li

{"title":"Generative augmentation to improve lung nodules detection in resource-limited settings","authors":"N. Gusarova, A. Lobantsev, A. Vatian, Anton Klochrov, M. Kabyshev, A. Shalyto, A. Tatarinova, T. Treshkur, Min Li","doi":"10.31799/1684-8853-2020-6-60-69","DOIUrl":"https://doi.org/10.31799/1684-8853-2020-6-60-69","url":null,"abstract":"Introduction: Lung cancer is one of the most formidable cancers. The use of neural networks technologies in its diagnostics is promising, but the datasets collected from real clinical practice cannot cover a variety of lung cancer manifestations. Purpose: Assessment of the possibility of improving the classification of pulmonary nodules by means of generative augmentation of available datasets under resource constraints. Methods: We used part of LIDC-IDRI dataset, the StyleGAN architecture for generating artificial lung nodules and the VGG11 model as a classifier. We generated pulmonary nodules using the proposed pipeline and invited four experts to visually evaluate them. We formed four experimental datasets with different types of augmentation, including use of synthesized data, and we compared the effectiveness of the classification performed by the VGG11 network when training for each dataset. Results: 10 generated nodules in each group of characteristics were presented for assessment. In all cases, positive expert assessments were obtained with a Fleiss's kappa coefficient k = 0.6–0.9. We got the best values of ROCAUC=0.9604 and PRAUC=0.9625 with the proposed approach of a generative augmentation. Discussion: The obtained efficience metrics are superior to the baseline results obtained using comparably small training datasets, and slightly less than the best results achieved using much more powerful computational resources. So, we have shown that one can effectively use for augmenting an unbalanced dataset a combination of StyleGAN and VGG11, which does not require large computing resources as well as a large initial dataset for training.","PeriodicalId":36977,"journal":{"name":"Informatsionno-Upravliaiushchie Sistemy","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45366339","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

Application of permutation frequency modulation signals manipulated with a constant weight code to increase the noise immunity of decameter radio communications 应用恒权码处理排列调频信号提高十米无线电通信的抗扰度

Informatsionno-Upravliaiushchie Sistemy Pub Date : 2020-12-15 DOI: 10.31799/1684-8853-2020-6-30-36

A. Balykov, Sergey Dvornikov, Sergey Dvornikov

{"title":"Application of permutation frequency modulation signals manipulated with a constant weight code to increase the noise immunity of decameter radio communications","authors":"A. Balykov, Sergey Dvornikov, Sergey Dvornikov","doi":"10.31799/1684-8853-2020-6-30-36","DOIUrl":"https://doi.org/10.31799/1684-8853-2020-6-30-36","url":null,"abstract":"Introduction: The operation of radio lines in the decameter range, as a rule, occurs in a complex interference environment, characterized by the presence of fast and slow fading. Therefore, one of the most relevant areas of research in this subject area is the development of new technical solutions aimed at improving the noise immunity of reception. Purpose: Development of signals with permuted frequency modulation that allow detecting single errors at the physical level by selecting combinations of subcarriers of each character in accordance with the alphabet of the code with a constant weight. Results: Theoretical aspects of formationof the permutation signals with frequency modulation, the choice manipulating code to select subcarriers within a signal symbol, presents an analytical approach for the derivation of the generalized expression evaluation of noise immunity of the developed signals of permutation modulation in a channel with variable parameters in incoherent processing, we obtained the estimation of the values of probability of bit error for new signals in comparison with the known results. Practical relevance: The developed signal with permuted frequency modulation is proposed to be used in decameter radio communication systems operating in a narrow frequency band in the ionospheric channel. Discussion: Further research is associated with optimization of decision-making procedures for demodulating the developed signals, as well as the search for effective ways to encode signals with permuted frequency modulation at the physical level, allowing to increase the data transfer rate while maintaining the noise immunity of reception.","PeriodicalId":36977,"journal":{"name":"Informatsionno-Upravliaiushchie Sistemy","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45517445","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

Circles on lattices and maximum determinant matrices 格上的圆与极大行列式矩阵

Informatsionno-Upravliaiushchie Sistemy Pub Date : 2020-12-15 DOI: 10.31799/1684-8853-2020-6-2-11

N. A. Balonin, M. Sergeev, J. Seberry, Olga Sinitshina

{"title":"Circles on lattices and maximum determinant matrices","authors":"N. A. Balonin, M. Sergeev, J. Seberry, Olga Sinitshina","doi":"10.31799/1684-8853-2020-6-2-11","DOIUrl":"https://doi.org/10.31799/1684-8853-2020-6-2-11","url":null,"abstract":"Introduction: The Hadamard conjecture about the existence of maximum determinant matrices in all orders multiple of 4 is closely related to Gauss's problem about the number of points with integer coordinates (Z3 lattice points) on a spheroid, cone, paraboloid or parabola. The location of these points dictates the number and types of extreme matrices. Purpose: Finding out how Gaussian points on sections of solids of revolution are related to the number and types of maximum determinant matrices with a fixed structure for odd orders. Specifying a precise upper bound of maximum determinant values for edged two-circulant matrices and the orders on which they prevail over simpler cyclic structures. Results: A newly proposed formula refines the overly optimistic Elich – Wojtas’ upper bound for the case of matrices with а fixed structure. Fermat numbers have a special role for orders of 4t + 1, and Barba numbers affect the formation of classes of maximum determinant matrices which occupy the areas of orders 4t + 3, successively replacing each other. For a two-circulant structure with an edge, the maximum order of an optimal symmetric solution is estimated as 67. It is proved that the determinant of edged block matrices is superior to the determinants of circulant matrices everywhere except for a special order 39. Practical relevance: Maximum (for a fixed structure) determinant matrices related to lattice points have a direct practical significance for noise-resistant coding, compression and masking of video data.","PeriodicalId":36977,"journal":{"name":"Informatsionno-Upravliaiushchie Sistemy","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45219372","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

Weighed ranking of aprioristic and experimental data in control system functioning efficiency estimation problem with Pascal-distributed number of tests 帕斯卡分布试验数控制系统功能效率估计问题中先验数据与实验数据的加权排序

Informatsionno-Upravliaiushchie Sistemy Pub Date : 2020-06-15 DOI: 10.31799/1684-8853-2020-3-39-47

V. Arseniev, A. Khomonenko, A. Yadrenkin

{"title":"Weighed ranking of aprioristic and experimental data in control system functioning efficiency estimation problem with Pascal-distributed number of tests","authors":"V. Arseniev, A. Khomonenko, A. Yadrenkin","doi":"10.31799/1684-8853-2020-3-39-47","DOIUrl":"https://doi.org/10.31799/1684-8853-2020-3-39-47","url":null,"abstract":"Introduction: In order to steadily estimate the efficiency of control systems for new objects, a great number of prototypes should be tested, which is not always possible in practice. The estimation quality can be improved by joint processing of the a priori information you have before the tests by analyzing certain indicators, and the data obtained from the tests. To estimate the efficiency a posteriori, taking into account both the a priori knowledge and the test results, you have to find their functional dependence on each of them, and specify the parameters of this dependence. Purpose: Integrated processing of the results from both aprioristic and experimental research of a control system, and obtaining posterior estimations of the efficiency indices. Results: A control system efficiency estimation method is proposed, which integrates the aprioristic and experimental estimations of the efficiency indices obtained a priori and during a limited number of tests of system prototypes. It can be used when the results of aprioristic research and the tests are presented by point estimations of the efficiency indices, and the most common methods are difficult to apply. We present analytical expressions for posterior estimation of the probability that the system will perform its task, along with the indicators which are used to study the influence of the aprioristic information on the estimation accuracy and number of tests. The working capacity of the method is illustrated by a real-life example. This approach, unlike others, takes into account how close the aprioristic estimations are to the experimental ones. Practical relevance: The proposed approach is universal enough, as it allows you to integrate the information obtained at various stages of studying the system, and essentially improve the efficiency estimation accuracy, specifying the gain in the number of tests in all the cases when the aprioristic research results are in consonance with the experimental data.","PeriodicalId":36977,"journal":{"name":"Informatsionno-Upravliaiushchie Sistemy","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42979407","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

Blind signature protocols based on hidden discrete logarithm problem 基于隐离散对数问题的盲签名协议

Informatsionno-Upravliaiushchie Sistemy Pub Date : 2020-06-15 DOI: 10.31799/1684-8853-2020-3-71-78

D. Moldovyan, A. Moldovyan, D. Guryanov

{"title":"Blind signature protocols based on hidden discrete logarithm problem","authors":"D. Moldovyan, A. Moldovyan, D. Guryanov","doi":"10.31799/1684-8853-2020-3-71-78","DOIUrl":"https://doi.org/10.31799/1684-8853-2020-3-71-78","url":null,"abstract":"Introduction: The progress in the development of quantum computing has raised the problem of constructing post-quantum two-key cryptographic algorithms and protocols, i.e. crypto schemes resistant to attacks from quantum computers. Based on the hidden discrete logarithm problem, some practical post-quantum digital signature schemes have been developed. The next step could be the development of post-quantum blind signature protocols. Purpose: To develop blind signature protocols based on the computational difficulty of the hidden discrete logarithm problem. Method: The use of blinding factors introduced by the client during the blind signature protocol when the parameters necessary for the blind signature formation are passed to the signatory. Results: It has been proposed to use blinding multipliers of two different types: left-sided and right-sided ones. With them, you can develop blind signature protocols on the base of schemes with a verification equation defined in non-commutative algebraic structures. New blind signature protocols have been developed, based on the computational difficulty of the hidden discrete logarithm problem. As the algebraic carrier for the developed protocols, finite non-commutative associative algebras of two types are used: 1) those with a global two-sided unit, and 2) those with a large set of global left units. Practical relevance: The proposed protocols have a high performance and can be successfully implemented either in software or in hardware.","PeriodicalId":36977,"journal":{"name":"Informatsionno-Upravliaiushchie Sistemy","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42369882","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

Decision support based on human-machine collective intelligence: stateof-the-art and conceptual model 基于人机集体智能的决策支持:最新技术和概念模型

Informatsionno-Upravliaiushchie Sistemy Pub Date : 2020-04-20 DOI: 10.31799/1684-8853-2020-2-60-70

A. Smirnov, T. Levashova, A. Ponomarev

{"title":"Decision support based on human-machine collective intelligence: stateof-the-art and conceptual model","authors":"A. Smirnov, T. Levashova, A. Ponomarev","doi":"10.31799/1684-8853-2020-2-60-70","DOIUrl":"https://doi.org/10.31799/1684-8853-2020-2-60-70","url":null,"abstract":"Introduction: Due to the development of information and communication technologies and artificial intelligence, human-machine computing systems are becoming more widely used. However, in the vast majority of developments in this area, a human, in fact, plays the role of a “computing device”, who can only handle requests of a certain kind. Thus, human creativity and the ability to (self-)organize are largely discarded. Purpose: Developing a decision support concept based on the use of human-machine collective intelligence. Analyzing the current state of the problem in the field of constructing flexible human-machine systems. Proposing a conceptual model of the environment based on which decision support systems can be created. Results: A conceptual model of decision support is proposed based on human-machine collective intelligence. Its central concepts are: a) the problem at whose solution the human-machine collective activity is aimed, b) the collective of machines and people interacting through the environment to solve the problem, c) the process model which describes the decision support process in terms of information collection development and evaluation of alternatives. Practical relevance: The developed model can be a base to create a new class of decision support systems leveraging the self-organization potential of human-machine collectives.","PeriodicalId":36977,"journal":{"name":"Informatsionno-Upravliaiushchie Sistemy","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"69413366","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: 4

Search for binary code sequences with low autocorrelation sidelobes by the evolutionary method 用进化方法搜索具有低自相关副瓣的二进制码序列

Informatsionno-Upravliaiushchie Sistemy Pub Date : 2020-02-20 DOI: 10.31799/1684-8853-2020-1-44-53

S. Sharov, S. Tolmachev

{"title":"Search for binary code sequences with low autocorrelation sidelobes by the evolutionary method","authors":"S. Sharov, S. Tolmachev","doi":"10.31799/1684-8853-2020-1-44-53","DOIUrl":"https://doi.org/10.31799/1684-8853-2020-1-44-53","url":null,"abstract":"Introduction: The parameters chosen for complex coded signals used in active radar systems of aircraft for detecting objects largelydetermines their qualitative characteristics and the possibility of covert operation. An important task in the design of such on-boardsystems is the formation of ensembles of pseudorandom-noise binary code sequences of a fixed length with predefined characteristics.Purpose: Search for PRN binary code sequences of a given length, optimal by the criterion of the minimum level of the sidelobes of theaperiodic autocorrelation function. Results: A procedure of search for binary code sequences with specified parameters based on theevolutionary approach is proposed. The minimum level of positive sidelobes of the autocorrelation function is used as a criterion forthe selection of code sequences. An additional restriction is imposed on the length of a substring of codes of the same character. Thepossibility of forming a representative array of sequences with the best ratio of the main peak of the aperiodic autocorrelation functionto its maximum positive sidelobe is shown on the example of 31-bit code sequences. An algorithm is proposed for generating a PRNseries of signals using the code sequences found. The Hamming distance is used as a measure of the difference between two binary codesequences in the series. The proposed approach is advantageous as compared to the well-known method of generating PRN signals basedon pseudorandom m-sequences. Practical relevance: The results obtained can be used in algorithms of airborne radar systems with ahigh range resolution to detect physical objects on the background of an underlying surface, for example, objects on the water surface.","PeriodicalId":36977,"journal":{"name":"Informatsionno-Upravliaiushchie Sistemy","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"69413332","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

Fault detection optimization for controllable dynamic systems 可控动态系统故障检测优化

Informatsionno-Upravliaiushchie Sistemy Pub Date : 2020-01-16 DOI: 10.31799/1684-8853-2019-6-12-21

L. Mironovsky, T. Solov’eva, D. Shintyakov

{"title":"Fault detection optimization for controllable dynamic systems","authors":"L. Mironovsky, T. Solov’eva, D. Shintyakov","doi":"10.31799/1684-8853-2019-6-12-21","DOIUrl":"https://doi.org/10.31799/1684-8853-2019-6-12-21","url":null,"abstract":"Introduction: When diagnosing the deviations of controllable dynamic system parameters, it is convenient in terms of control simplicity to apply the Schreiber method which uses a set of rectangular pulses of equal duration as a test signal. Since for a single object you can construct many test signals which differ in the number of pulses, the problem arises how to minimize the number of test pulses when using the Schreiber method. Purpose: Simplification of test control and diagnostics of linear controllable dynamic systems. Results: It has been shown that a set of test pulse amplitude vectors is a kernel of the controllability matrix of a discrete analogue of the object under test. The problem is formulated of finding the optimal length of a test pulse in order to minimize the number of pulses in the test signal. For a given pulse length, the pulse amplitudes of an optimal test signal are equal to the coefficients of the control vector minimal polynomial for the discrete analog of the object relative to its system matrix. The number of test pulses can be reduced by choosing the pulse duration calculated from the imaginary component of the object poles. In particular, if an object has at least one pair of complex-conjugate poles, the number of test pulses does not at least exceed the order of the object. An algorithm has been developed for calculating a test signal for linear controllable object FDI by the Schreiber method. The input to the algorithm is the system matrix of the object, and the output is the length of the test pulse and the pulse amplitude vector. The efficiency of the algorithm is illustrated by FDI for two technical objects. Practical relevance: The results of the study can be applied to static parameter FDI of controllable dynamical objects which allow a linear description in their state space.","PeriodicalId":36977,"journal":{"name":"Informatsionno-Upravliaiushchie Sistemy","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"69413327","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