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Cellular processors in multichannel image classifiers 多通道图像分类器中的元胞处理器
Pub Date : 2019-02-20 DOI: 10.21778/2413-9599-2019-29-1-45-52
S. Filist, R. Tomakova, A. Brezhneva, I. A. Malyutina, V. A. Alekseev
The purpose of the work is to analyze multichannel images used in medical research related to the classification of radiographs. Classification rules for the bitmap multichannel images are based on two methods of the descriptors formation. Through these descriptors, two groups of classifiers are built with the subsequent aggregation of solutions. In channels with high image spatial resolution the descriptors are formed based on the analysis of border contours of the corresponding bitmap segments. To analyze and classify the selected contours, the bitmaps in channels with high resolution in the spatial frequency range or in the electromagnetic spectrum are used. The use of multiscale windows in each channel allows creating multiple classifiers for one channel with the subsequent aggregation of solutions both within the channel and between the channels. This results in a network structure of classifiers (cellular classifiers), which parameters are determined through training, based on expert assessments or hybrid methods. The result of the research is the development of efficient algorithms for processing and analyzing multichannel images. The authors determine the models’ structure based on cellular processors using neural networks. Those structures can be adapted to specific features of the image and allow implementing the objects’ classification in medical images in real time. The conclusions are drawn about the possibility of applying the method to building an intelligent decision‐making system for all types of processed multichannel bitmap images.
这项工作的目的是分析医学研究中使用的与x线片分类有关的多通道图像。位图多通道图像的分类规则基于两种描述符的形成方法。通过这些描述符,用随后的解决方案聚合构建了两组分类器。在高图像空间分辨率通道中,描述符是基于对相应位图段的边界轮廓的分析而形成的。为了对所选轮廓进行分析和分类,在空间频率范围或电磁波谱范围内使用高分辨率通道中的位图。在每个通道中使用多尺度窗口允许为一个通道创建多个分类器,并在通道内和通道之间随后聚合解决方案。这导致分类器(细胞分类器)的网络结构,其参数是通过训练确定的,基于专家评估或混合方法。研究的结果是开发了处理和分析多通道图像的有效算法。作者利用神经网络确定了基于细胞处理器的模型结构。这些结构可以适应图像的特定特征,并允许在医学图像中实现对象的实时分类。研究结果表明,该方法可应用于所有类型的处理后的多通道位图图像的智能决策系统。
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引用次数: 1
Evaluation of intelligent decision support system iWizard-E prediction possibilities 智能决策支持系统iWizard-E预测可能性评估
Pub Date : 2019-02-20 DOI: 10.21778/2413-9599-2019-29-1-37-44
S. V. Palmov, A. Diyazitdinova
The intelligent decision support systems process a large amount of data. Often, the information is duplicated, which slows down the process of predictive models building. The iWizard-E system, which is designed to assist the university applicants in choosing a training direction, has the function of duplicate records removal from the data before building a predictive model. The paper analyzes the influence of the mentioned function on the system operation. To this end, a series of experiments were conducted, during which various samples were processed, containing the individual features of students and the information about their graduation from the university, after which the recommendations were generated regarding the choice of a preferred course of study. The samples were formed on the basis of a set containing only unique records. Then the real data were compared with the results issued by the system. The F-measure was used as a quality criterion. It was found that duplicate removal has a positive effect on the quality of work of iWizard-E. This fact is of high practical significance: the amount of data required for the formation of reliable predictive models and, as a result, reliable recommendations to the applicants is reduced. Moreover, the time required to build the predictive models is reduced.
智能决策支持系统需要处理大量的数据。通常,信息是重复的,这减慢了预测模型构建的过程。iWizard-E系统是为了帮助大学申请者选择培训方向而设计的,它具有在建立预测模型之前从数据中删除重复记录的功能。分析了上述功能对系统运行的影响。为此,我们进行了一系列的实验,在此过程中,我们对各种样本进行了处理,其中包含了学生的个人特征和他们从大学毕业的信息,然后就选择首选课程提出了建议。样本是在一组只包含唯一记录的基础上形成的。然后将实际数据与系统给出的结果进行比较。f测量被用作质量标准。研究发现,删除重复对iWizard-E的工作质量有积极的影响。这一事实具有很高的现实意义:形成可靠的预测模型所需的数据量减少了,从而减少了向申请人提供可靠的建议。此外,构建预测模型所需的时间也减少了。
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引用次数: 1
Realization of the power-system protection functions for digital power stations and using of Elbrus computers 数字化电站电力系统保护功能的实现及Elbrus计算机的应用
Pub Date : 2019-02-19 DOI: 10.21778/2413-9599-2019-29-1-23-28
S. A. Khimich, Y. Kolesov, A. Gluhov, T. Sharafeev
The relevance of this study is justified by the introduction of digital transformers to modern electrical substations and the need to create relevant digital systems for the automatics relay protection. The article discusses the basic principles of automatics relay protection of the digital electrical substations. The authors examine the problems of its implementation with the use of embedded systems based on domestic computing systems of the Elbrus family with the support of a protected mode of program execution. They suggest an architecture of the user program for managing the automatics relay protection system at a digital substation. Based on the architecture of user tasks and the requirements of the industrial standard, the authors form the restrictions imposed on the software and hardware of the computing systems used in embedded systems in the industry. This paper presents some results of the protected mode in real problems of automatics relay protection at digital substations. The study demonstrates the advantage of using protected mode in creating programs that control industrial facilities. The authors consider the effect of protected mode on the performance and fault tolerance of the target system.
通过将数字变压器引入现代变电站,以及为自动继电保护创建相关数字系统的必要性,证明了本研究的相关性。本文论述了数字变电站自动继电保护的基本原理。作者在Elbrus家族的国内计算系统的基础上,在受保护的程序执行模式的支持下,研究了使用嵌入式系统实现它的问题。他们提出了一种用于管理数字变电站自动继电保护系统的用户程序体系结构。基于用户任务的体系结构和行业标准的要求,作者形成了对行业中嵌入式系统中使用的计算系统的软硬件的限制。本文介绍了数字变电站自动继电保护实际问题中保护方式的一些结果。该研究证明了在创建控制工业设施的程序时使用保护模式的优势。作者考虑了保护模式对目标系统性能和容错能力的影响。
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引用次数: 1
Patent analysis: revealing the promising trends in the advancement of radio electronic systems using the reflection or reradiation of radio waves 专利分析:揭示利用无线电波的反射或辐射的无线电电子系统进步的有希望的趋势
Pub Date : 2019-02-19 DOI: 10.21778/2413-9599-2019-29-1-53-60
V. Avdzeyko, V. Karnyshev, R. Meshcheryakov, E. S. Paskal
To identify the promising (breakthrough) trends in the advancement of radio electronic systems with the use of US Patents and Trademark Office database this paper examines the possibilities of patent analysis. This method is based on automatic time series generation of US patents for inventions and subsequent comparison of different technical solutions in specific International Patent Classification subgroups, and in their issuance dynamics for 2007-2017. In particular, the authors analyze several promising trends in the advancement of radio electronic systems using the reflection or secondary radiation of radio waves. The data obtained allow stating that the most promising are systems using the reflection of radio waves and systems adapted for specific applications. According to the authors, the most promising systems, which use the reflection of radio waves, are systems intended solely for measuring distance using transmission of continuous unmodulated waves, amplitude-, frequency- or phase-modulated waves. Radar or analogous systems specially adapted for terrain-avoidance were found to be the most promising among systems for specific applications.
为了利用美国专利和商标局的数据库确定无线电电子系统进步的有希望的(突破性的)趋势,本文探讨了专利分析的可能性。该方法基于美国发明专利的自动时间序列生成,以及随后对特定国际专利分类子组中不同技术解决方案的比较,以及2007-2017年的发布动态。特别地,作者分析了利用无线电波的反射或二次辐射来发展无线电电子系统的几个有前途的趋势。所获得的数据表明,最有希望的是使用无线电波反射的系统和适用于特定应用的系统。根据作者的说法,最有前途的系统,利用无线电波的反射,是专门用于使用连续的无调制波,振幅,频率或相位调制波的传输来测量距离的系统。雷达或类似的系统,特别适应地形回避被发现是最有前途的系统,为特定的应用。
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引用次数: 2
Methods for preparing nickel plating solutions containing nickel(+2) 1-hydroxyethane-1,1-di-phosphonate complexes 含镍(+2)1-羟基乙烷-1,1-二膦酸镍络合物的镀镍溶液的制备方法
Pub Date : 2019-02-19 DOI: 10.21778/2413-9599-2019-29-1-29-36
E. G. Afonin
The purpose of the work is to review the methods known from the literature and to propose the new methods for preparing the nickel electroplating and nickel electroless plating solutions containing nickel(+2) complexes with 1-hydroxyethane-1,1-diphosphonic acid CH3C(OH)(PO3H2)2 of various proton and stoichiometric composition which allow to obtain high quality nickel coatings. The classification of preparing methods on the basis of chemical reactions nature is given. The advantages and the limitations of each method are discussed. The starting materials are water soluble and water insoluble nickel(+2) salts, nickel(+2) 1-hydroxyethane-1,1-diphosphonates, 1-hydroxyethane-1,1-diphosphonic acid, sodium or potassium 1-hydroxyethane-1,1-diphosphonates. The conclusion is that the methods which base on the use of nickel(+2) bis(1-hydroxyethane-1,1-diphosphonate(1-)) tetrahydrate are the most versatile and convenient. The examples of the preparation of 1-hydroxyethane-1,1-diphosphonate solutions for nickel plating without other substances or with the second ligand (ammonia, ethylenediamine, triethanolamine and others) are given.
本工作的目的是回顾文献中已知的方法,并提出新的方法来制备含有不同质子和化学计量组成的1-羟基乙烷-1,1-二膦酸CH3C(OH)(PO3H2)2的镍(+2)络合物的镍电镀和镍化学镀溶液,以获得高质量的镍涂层。根据化学反应性质对制备方法进行了分类。讨论了每种方法的优点和局限性。起始材料为水溶性和水不溶性镍(+2)盐、1-羟基乙烷-1,1-二膦酸镍(+2。结论是基于镍(+2)双(1-羟基乙烷-1,1-二膦酸盐(1-))四水合物的方法是最通用和最方便的。给出了在没有其他物质或使用第二配体(氨、乙二胺、三乙醇胺和其他)的情况下制备用于镀镍的1-羟基乙烷-1,1-二膦酸盐溶液的实例。
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引用次数: 0
Отладка и мониторинг прикладных программ в операционной системе реального времени «БагрОС-4000» на базе архитектуры «Эльбрус» 实时操作系统bagros -4000中的应用程序调试和监测
Pub Date : 2019-02-19 DOI: 10.21778/2413-9599-2019-29-1-8-15
Р. Г. Гордиенко, Олег Григорьевич Федоренко, Александр Алексеевич Демидов, Александр Владимирович Федоров
The article is concerned with the problems of monitoring and debugging of operating system processes, the effectiveness of which in the hard real-time operating system version does not allow any stopping to analyze the state of software and/ or hardware. The paper describes the concept of a debugging and monitoring system developed taking into account this feature in the Sukhoi design bureau for the BagrOS-4000 hard real-time operating system on the Elbrus architectural platform together with the specialists of MCST JSC. The method of non-stop monitoring and data collection in hard realtime processes in the multiprocess multimodular systems is discussed. An approach to the management of debugging targets in terms of source code using the DWARF debugging information specification is presented. The transition from the instrumental machine to the system server built into the target computer is described. Given the rationale for the use of client-server architecture in the debugging and monitoring system for BagrOS-4000. A comparative analysis of the key functionality of the debugging and monitoring system with the existing debugging systems has been carried out; the key aspects of the DMS architecture have been considered. The design of a machine-dependent interface required for the integration of the independent hardware platforms into the BagrOS-4000 system when implementing the system on an integrated avionics module of the onboard complex is discussed. The results of testing of the debugging and monitoring systems are analyzed in terms of efficiency versus the classical method of using the debug console prints when debugging a real-time operating system. Most of the above solutions are universal and have been successfully tested using other microprocessor platforms on multi-threaded application programs of real-time operating systems running on multi-core processors, including the MIPS, Power PC, Intel platforms.
本文讨论了操作系统进程的监控和调试问题,在硬实时操作系统版本中,监控和调试的有效性不允许任何停止来分析软件和/或硬件的状态。本文描述了苏霍伊设计局与MCST JSC的专家一起在Elbrus架构平台上为BagrOS-4000硬实时操作系统开发的调试和监控系统的概念。讨论了多进程多模块系统中硬实时进程的不间断监测和数据采集方法。提出了一种使用DWARF调试信息规范从源代码的角度管理调试目标的方法。描述了从仪器机到内置在目标计算机中的系统服务器的过渡。给出了在BagrOS-4000调试和监视系统中使用客户机-服务器体系结构的基本原理。对调试监控系统的关键功能与现有的调试系统进行了对比分析;已经考虑了DMS体系结构的关键方面。讨论了在机载综合航空电子模块上实现系统时,将独立硬件平台集成到BagrOS-4000系统所需的机器相关接口的设计。在调试实时操作系统时,对比使用调试控制台打印的经典方法,对调试和监控系统的测试结果进行了效率分析。以上大多数解决方案是通用的,并已在其他微处理器平台上成功测试了运行在多核处理器上的实时操作系统的多线程应用程序,包括MIPS、Power PC、Intel平台。
{"title":"Отладка и мониторинг прикладных программ в операционной системе реального времени «БагрОС-4000» на базе архитектуры «Эльбрус»","authors":"Р. Г. Гордиенко, Олег Григорьевич Федоренко, Александр Алексеевич Демидов, Александр Владимирович Федоров","doi":"10.21778/2413-9599-2019-29-1-8-15","DOIUrl":"https://doi.org/10.21778/2413-9599-2019-29-1-8-15","url":null,"abstract":"The article is concerned with the problems of monitoring and debugging of operating system processes, the effectiveness of which in the hard real-time operating system version does not allow any stopping to analyze the state of software and/ or hardware. The paper describes the concept of a debugging and monitoring system developed taking into account this feature in the Sukhoi design bureau for the BagrOS-4000 hard real-time operating system on the Elbrus architectural platform together with the specialists of MCST JSC. The method of non-stop monitoring and data collection in hard realtime processes in the multiprocess multimodular systems is discussed. An approach to the management of debugging targets in terms of source code using the DWARF debugging information specification is presented. The transition from the instrumental machine to the system server built into the target computer is described. Given the rationale for the use of client-server architecture in the debugging and monitoring system for BagrOS-4000. A comparative analysis of the key functionality of the debugging and monitoring system with the existing debugging systems has been carried out; the key aspects of the DMS architecture have been considered. The design of a machine-dependent interface required for the integration of the independent hardware platforms into the BagrOS-4000 system when implementing the system on an integrated avionics module of the onboard complex is discussed. The results of testing of the debugging and monitoring systems are analyzed in terms of efficiency versus the classical method of using the debug console prints when debugging a real-time operating system. Most of the above solutions are universal and have been successfully tested using other microprocessor platforms on multi-threaded application programs of real-time operating systems running on multi-core processors, including the MIPS, Power PC, Intel platforms.","PeriodicalId":32947,"journal":{"name":"Radiopromyshlennost''","volume":"29 1","pages":"8-15"},"PeriodicalIF":0.0,"publicationDate":"2019-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"68339479","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
The two-dimensional distributed object four-point model based on correlated signals emitters 基于相关信号发射体的二维分布式目标四点模型
Pub Date : 2018-11-27 DOI: 10.21778/2413-9599-2018-28-4-28-34
A. O. Podkopaev, M. Stepanov, S. V. Tyrykin
The paper considers methods for modeling fluctuations of the phase front of an electromagnetic wave reflected from a radar object (reflections) using models that emit statistically related signals. Previously, such models were considered only in relation to objects distributed over a single angular coordinate. A two-dimensional geometric model, emitting statistically related signals, was proposed for replacement of reflections from radar objects distributed over two angular coordinates. The emitters of the model are located at the vertices of the square. Expressions are obtained for determining the characteristics of signals supplied to the emitters of such model, at which the model provides the required parameters of the probability distribution density of the angular noise of the distributed object. Within the framework of the model under study, it is proved that it is possible to control the parameters of the probability density distribution of angular noise along two coordinate axes independently. The equivalence of the four-point partially coherent model and the five-point incoherent in terms of providing the probability characteristics of the angular noise is shown, and the limits of this equivalence are also determined. The proven equivalence of models allows developing an apparatus for the synthesis of spectral-correlation characteristics.
本文考虑了使用发射统计相关信号的模型对雷达物体反射的电磁波(反射)的相位前沿波动进行建模的方法。以前,这种模型只考虑分布在单个角度坐标上的对象。提出了一种发射统计相关信号的二维几何模型,用于替换分布在两个角坐标上的雷达物体的反射。模型的发射器位于正方形的顶点处。获得了用于确定提供给这种模型的发射器的信号的特性的表达式,在该特性下,该模型提供了分布式对象的角噪声的概率分布密度的所需参数。在所研究的模型框架内,证明了可以独立控制角噪声沿两个坐标轴的概率密度分布参数。给出了四点部分相干模型和五点非相干模型在提供角噪声概率特性方面的等价性,并确定了这种等价性的极限。已证明的模型等效性允许开发一种用于合成光谱相关特性的装置。
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引用次数: 1
Intellectual mobile system for monitoring environment in the premises 智能移动系统用于监控房屋内的环境
Pub Date : 2018-11-27 DOI: 10.21778/2413-9599-2018-28-4-41-46
A. Abdurakhmanov, V. Fedorova
The study is focused on the development of a distributed environment monitoring system designed to collect data on environmental parameters and analyze them in real time mode. The initial results of the system functioning as a whole are obtained: the main ways to construct the systems for monitoring the environment in the conditions of premises are considered, the approach to creating a distributed monitoring system is proposed, the method for autonomous movement of agents is developed, and experiments to evaluate the method compared to the existing ones were carried out. The paper presents an analysis of autonomous movement methods for robots, a study of approaches for constructing distributed systems, and a description of the technical characteristics of an environment monitoring system designed for solving monitoring and access control problems with the possibility of integration into existing robotic and automated systems.
研究的重点是分布式环境监测系统的开发,旨在收集环境参数数据并实时分析。得到了系统整体运行的初步结果:考虑了在房屋条件下构建环境监测系统的主要方法,提出了分布式监测系统的创建方法,开发了智能体自主运动的方法,并进行了与现有方法的对比实验。本文分析了机器人的自主运动方法,研究了构建分布式系统的方法,并描述了一个环境监测系统的技术特征,该系统旨在解决监测和访问控制问题,并有可能集成到现有的机器人和自动化系统中。
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引用次数: 0
System of supporting decision-making corporations at the regional level of management 区域管理层支持决策公司的制度
Pub Date : 2018-11-13 DOI: 10.21778/2413-9599-2018-28-4-85-92
N. Eliseeva, E. V. Poddubnaya
The article presents the concept of solving the actual scientific and practical problem – the development of a decision support system at the regional management level using new methods, models, algorithms and software tools that improve the efficiency of decision-making in the support of the strategic planning process. Leading decisions and initial principles that reflect the laws of development and management of regional corporations, the principles of their social management are considered. The organizational structure of the corporation economic and social system management is shown. The main characteristics that satisfy the developed decision support system are determined. The mathematical model of processing the collective expert estimations of the factors of tabular methods of the strategic analysis is considered. The components of the decision support system are determined. The proposed original concept of building a system to support strategic decision making allows increasing the efficiency and transparency of the stages of strategic regional planning for corporations and simplifying the procedures for strategic analysis and budgeting of investment programs.
本文提出了解决实际科学和实际问题的概念,即使用新的方法、模型、算法和软件工具在区域管理层面开发决策支持系统,以提高战略规划过程中的决策效率。考虑了反映区域公司发展和管理规律的主导决策和初步原则,以及区域公司的社会管理原则。展示了企业经济社会系统管理的组织结构。确定了满足所开发的决策支持系统的主要特征。考虑了处理战略分析表格法中因素的集体专家估计的数学模型。确定了决策支持系统的组成部分。提出的建立一个支持战略决策的系统的原始概念可以提高企业战略区域规划阶段的效率和透明度,并简化投资计划的战略分析和预算编制程序。
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引用次数: 0
Synthesis of controllers for electromechanical tracking systems 机电跟踪系统控制器的综合
Pub Date : 2018-11-12 DOI: 10.21778/2413-9599-2018-28-4-47-51
Yu. P. Korniushin, A. Mazin
The article presents an algorithm for the synthesis of regulators for servomechanisms, in which the control object is linear. The algorithm is focused on electromechanical systems, the main element of which is a controlled electric drive. The synthesis algorithm is based on the use of the L–Markov moment problem. The advantage of the proposed algorithm with respect to the others is that the regulators synthesized on its basis ensure the minimization of energy for the objects control. The essence of the proposed algorithm of synthesis is that the control, according to the provisions underlying the L – moment problem, can be determined not only through the system of moment functions, but also through the moments. The latter depends both on the time interval during which the object is transferred from the initial state to the final state, but also on the state of the object itself. To solve the problem of controller design for servo systems, the following is proposed: 1. Explicitly express management through moments. 2. Perform «unfreezing» the initial and final states of the object. When «unfreezing» the initial state of the object is considered to be the current phase, and the final state is determined by the monitored signal. The time interval during which the object is transferred from one state to another is set arbitrarily in the general case. However, the longer this interval, the smaller the control rate, but, respectively, the greater the tracking error.
本文提出了一种控制对象为线性的伺服机构调节器综合算法。该算法专注于机电系统,其主要元件是受控的电力驱动。综合算法是基于L–Markov矩问题的使用。与其他算法相比,所提出的算法的优点是在其基础上合成的调节器确保了对象控制的能量最小化。所提出的综合算法的本质是,根据L–矩问题的基本规定,不仅可以通过矩函数系统,还可以通过矩来确定控制。后者既取决于对象从初始状态转移到最终状态的时间间隔,也取决于对象本身的状态。为了解决伺服系统控制器的设计问题,提出了以下几点:1。通过瞬间明确表达管理。2.执行“解冻”对象的初始状态和最终状态。当«解冻»时,对象的初始状态被视为当前阶段,最终状态由监控信号确定。在一般情况下,对象从一种状态转移到另一种状态的时间间隔是任意设置的。然而,这个间隔越长,控制率就越小,但跟踪误差就越大。
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引用次数: 0
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