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Variant of digital image processing application for recognition of textures on the optoelectronic image 用于识别光电图像上纹理的数字图像处理应用的变体
Pub Date : 2021-07-07 DOI: 10.21778/2413-9599-2021-31-2-15-21
A. A. Makarenko
Problem statement. Search of plants on the observable image is important function of the UAV onboard optoelectronic systems. One of methods of the observable surface image analysis is the textural analysis which allows to select homogeneous areas on the observable image and to define contours of the plants which are covered with various structures and not having boundaries accurately defined on the image.The purpose. To develop algorithm of the textural analysis of a site terrestrial or a water surface, fulfilled by the digital image processing. In paper the image textural analysis algorithm fulfilled on the basis of an evaluation of local spectral and statistical performances of the image is presented.Results. The algorithm according to which for each element of the analyzed image in a square environ from 1024 elements the local spectra oriented under different angles and local variances are calculated is developed. Calculated by digital image processing amplitudes of a spectrum and variances values characterize texture parameters in a environ of each element of the image. Points of considerable modifications of local properties define position of boundaries between various structures.The practical importance. Results of the considered algorithm trials as a part of simulation model have shown a possibility of its application in the UAV onboard image observed analysis system.
问题陈述。在可观测图像上搜索植物是无人机机载光电系统的重要功能。可观测表面图像分析的方法之一是纹理分析,它可以在可观测图像上选择均匀的区域,并定义被各种结构覆盖且在图像上没有精确定义边界的植物的轮廓。的目的。提出了一种基于数字图像处理的场地、地面或水面纹理分析算法。本文提出了一种基于图像局部光谱和统计性能评价的图像纹理分析算法。提出了在1024个元素的正方形环境中,对分析图像的每个元素计算不同角度下的局部光谱和局部方差的算法。通过数字图像处理计算光谱的振幅和方差值表征图像中每个元素的环境中的纹理参数。局部属性的显著变化点定义了不同结构之间的边界位置。实际的重要性。作为仿真模型一部分的实验结果表明,该算法在无人机机载图像观测分析系统中具有应用的可能性。
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引用次数: 1
Combination of information processing algorithms and the information system structure as a tool for building an information system of a network structure 将信息处理算法与信息系统结构相结合作为工具,构建一个具有网络结构的信息系统
Pub Date : 2021-07-07 DOI: 10.21778/2413-9599-2021-31-2-49-60
D. Palguev
Formulation of the problem. The development of information systems for collecting, processing and exchanging radar information occurs, on the one hand, in the direction of improving the technical characteristics of information processing facilities and data transmission facilities, on the other hand, in the direction of improving information processing algorithms and the structure of the information system. This article summarizes the possibilities for the development of information systems in the second direction.Purpose. Development of a variant of building an information system with a fully connected network structure and intended for the collection, processing and exchange of radar information.Results. The development, as a tool for building an information system of a network structure, is based on an integrated approach that provides for the use of an algorithm without branching solutions for information processing, a network semi-connected structure itself and network algorithms, a higher level than the level of collection and processing, for organizing functioning of information exchange in the network. The short processing time of information when entering it into the system makes it possible to create a dynamic array of homogeneous radar data, updated when radar information arrives from sources.Practical significance. Information systems, wholly or partly built on the basis of such an integrated approach, are applicable in areas such as air traffic control systems; multi-beam and multi-range radars (ornithological, meteo, etc.), radars for security complexes, incoherent spatially-separated radar information sources, combined into a system (for example, for studying the ionosphere).
问题的表述。雷达信息采集、处理和交换信息系统的发展,一方面是朝着改进信息处理设施和数据传输设施的技术特性方向发展,另一方面是朝着改进信息处理算法和信息系统结构的方向发展。本文总结了信息系统向第二个方向发展的可能性。开发一种具有全连接网络结构的信息系统的变体,用于收集、处理和交换雷达信息。该开发作为构建网络结构信息系统的工具,基于一种集成方法,该方法提供了使用无分支解决方案的算法进行信息处理,网络半连接结构本身和比收集和处理层次更高的网络算法,以组织网络中的信息交换功能。当信息进入系统时,处理时间很短,这使得创建均匀雷达数据的动态阵列成为可能,当雷达信息从源到达时进行更新。现实意义。全部或部分建立在这种综合方法基础上的信息系统适用于空中交通管制系统等领域;多波束和多距离雷达(鸟类,气象等),安全综合体雷达,非相干空间分离雷达信息源,组合成一个系统(例如,用于研究电离层)。
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引用次数: 0
Problems of ensuring the confidentiality of documents in the corporate information system of an industrial enterprise 某工业企业企业信息系统中文件保密保障问题
Pub Date : 2021-07-07 DOI: 10.21778/2413-9599-2021-31-2-72-78
A. В. Lachikhina, A. Petrakov
Problem statement. Currently, the issue of controlling the confidentiality of information in documents created, processed, transmitted and stored in the corporate information system (after of the documents open) is one of the most acute in ensuring the information security of an industrial enterprise.The purpose. Detection of rational ways to prevent the leakage of electronic documents, which are printed or opened on the computer screens of the corporate information system.Results. The article provides examples of classical methods for information protection from violation of its confidentiality. In the paper note the inefficiency of such techniques for opened on screens or printed documents. The authors propose labeling as a possible mechanism for maintaining the confidentiality of corporate documentation. There are considering modern technologies intended for marking of electronic documents, offered in the Russian market of information protection means. The principles of their work, advantages and disadvantages are given. The analysis allow drawing a conclusion about the possibility of considered technologies usage for investigation of electronic or printed documents leakage incidents and identifying violators.Practical relevance. The authors suggested that electronic document labeling may affect (indirect) on reducing the number of violations within the corporate information system.
问题陈述。目前,如何控制企业信息系统中创建、处理、传输和存储的文件(即文件打开后的文件)的信息保密性是保证工业企业信息安全的最紧迫问题之一。的目的。侦测合理的方法,防止在公司资讯系统的电脑萤幕上列印或开启的电子文件外泄。本文列举了防止信息泄露的经典保护方法。在论文中指出,这种技术在屏幕上打开或打印文件时效率低下。作者建议将标签作为维护公司文件保密性的可能机制。正在考虑用于标记电子文件的现代技术,为俄罗斯市场提供信息保护手段。给出了它们的工作原理、优缺点。通过分析,可以得出结论,考虑将技术用于调查电子或印刷文件泄露事件和识别违规者的可能性。实际的相关性。作者认为,电子文件标签可能(间接)影响减少企业信息系统内的违规数量。
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引用次数: 0
Prevention of information leakage through channels of spurious electromagnetic radiation and interference: research models 防止虚假电磁辐射和干扰渠道的信息泄露:研究模型
Pub Date : 2021-06-29 DOI: 10.21778/2413-9599-2021-31-2-22-34
S. Skryl', A. Mazin, T. V. Meshcheryakova, A. Kalach, M. V. Ponomarev, O. A. Gulyaev
Problem statement. The investigation the currently used methods for determining the sources of information leakage threats from the basic hardware and systems (BHaS) through the spurious electromagnetic radiation and interference (SERaB) channels on the object of informatization (OoI), gives grounds to assert that they have a number of disadvantages. The lack of а formal interpretation for process dynamics of the SERaB information collecting and implementing measures to prevent information leakage requires development of a systematic approach to improving the ways and means of protecting confidential information from leakage through SERaB channels.The purpose. Development of mathematical models and a systematic approach to improving methods and means of protecting confidential information from leaks through the SERaB channels from the BHaS on the OoI.Results. The article substantiates the need for a systematic approach to improving the methods and means of protecting confidential information from leakage through the SERaB channels from the BHaS on the OoI. The authors determined the ways of ensuring the adequacy of the methodological apparatus for the study of these technologies in order to justify measures to prevent leakage. They formulate requirements for techniques used to evaluate the characteristics of measures to prevent information leakage through the SERaB channels. There are describe the procedure of forming the mathematical models set structure for evaluating such characteristics. Also in the article are present the analytical models of the time characteristics of threats to intercept informative SERaB signals on the OoI and measures to prevent information leakage. Finally, the authors are justify the probabilistic format of the indicator of the effectiveness of such measures.Practical relevance. The developed mathematical models can be an effective tool for evaluating the characteristics of measures to prevent information leakage through the SERaB channels.
问题陈述。通过对信息化对象(OoI)上的虚假电磁辐射和干扰(SERaB)信道,目前用于确定基本硬件和系统(BHaS)的信息泄漏威胁来源的方法的调查,有理由断言它们有许多缺点。由于缺乏对信息收集和实施措施以防止信息泄露的过程动态的正式解释,因此需要制定一种系统的方法,以改进保护机密信息不通过信息收集和服务机构渠道泄露的方式和手段。的目的。发展数学模型,并采取系统的办法,改进保护机密资料的方法和手段,防止机密资料通过社会科学研究局的渠道从审计机构泄露。这篇文章证实,需要有系统地改进保护机密资料的方法和手段,使其不致从OoI上的bha通过SERaB渠道泄露。作者确定了确保研究这些技术的方法装置的充分性的方法,以便证明防止泄漏的措施是合理的。这些准则制订了有关技术的要求,以评估防止资讯外泄的措施的特点。描述了评价这些特性的数学模型集结构的形成过程。本文还提出了在OoI上截获信息性SERaB信号的威胁的时间特征分析模型和防止信息泄漏的措施。最后,对这些措施有效性指标的概率格式进行了论证。实际的相关性。所建立的数学模型,可作为评估防止资讯外泄措施的特点的有效工具。
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引用次数: 0
Improved rank selection algorithm 改进排名选择算法
Pub Date : 2021-04-07 DOI: 10.21778/2413-9599-2021-31-1-37-44
A. A. Moiseev
Problem statement. A rank algorithm for selecting radio emission modes for operation in conditions of heterogeneity of sources and complex interference conditions, including the possible presence of mutual interference, is synthesized.Objective. The synthesis purpose is to ensure the independence of mode recognition from particular features of radio emission observation. Algorithm input is the primary signal processing result that includes such estimations as pulses durability, frequency and amplitude dynamics, and absolute variations. Primary decision statistics are formed using these values: observable signal base and relation variations of frequency and amplitude. Secondary statistics are formed based on primary ones using median and recursive or maximum and recursive smoothing. Each of the decision statistics in the multi-threshold procedure is transformed into a row of ranks, the size of which corresponds to the number of recognized modes. In aggregate, these lines form a ranking table (matrix) with colons representing recognized modes’ discrete descriptions. Fluent observation processing includes rank formation for used decision statistics. Mode recognition is performed either following a ranking table or using an additional voting procedure 2/3. An alternative approach consists of constructing the Manhattan mismatch metric of the current and reference ranks and making a decision on the criterion of the minimum mismatch metric.Results. Mode recognition performed on results of this comparison using unbalance metrics minimum criterion. Thresholds in frames of the ranking procedure are formed heuristically at ranking table formation. They are then used at fluent rank formation for observable modes. The performed numerical experiment shows that maximal and recursive filtration provides an errorless selection of all observable modes. This filtration represents the composition of maximum selection in sliding window and subsequent recursive first-order filtration. An additional advantage of this filtration is a simpler maximum selection in comparison with the median one. In perspective, it can provide increased operating speed.Practical implications. Performed consideration shows that rank selection is worthwhile at the observation of heterogeneous irradiation sources. Algorithm strength is decision simplicity in a complex situation. Additional algorithm advantage is the possibility of extending alternative irradiation modes and, hence, for more representative data sets.
问题陈述。摘要综合了在信号源非均匀性和复杂干扰条件下(包括可能存在的相互干扰)选择无线电发射模式的排序算法。综合的目的是确保模式识别与射电发射观测的特定特征的独立性。算法输入是主要的信号处理结果,包括脉冲持久性、频率和振幅动态以及绝对变化等估计。初级决策统计是由这些值组成的:可观察的信号基和频率和幅度的关系变化。二次统计量是在一次统计量的基础上,利用中值和递归平滑或最大值和递归平滑形成的。在多阈值过程中,每个决策统计量被转换成一排秩,其大小对应于识别模式的数量。总的来说,这些行形成了一个排名表(矩阵),冒号表示已识别模式的离散描述。流畅的观测处理包括用于决策统计的等级形成。模式识别要么按照排位表执行,要么使用额外的投票程序2/3。另一种方法包括构造当前和参考级别的曼哈顿不匹配度量,并对最小不匹配度量的标准做出决定。使用不平衡度量最小准则对这种比较的结果进行模式识别。排序过程框架中的阈值在排名表形成时启发式地形成。然后将它们用于可观测模态的流畅秩形成。数值实验表明,最大滤波和递归滤波能够准确地选择所有可观测模态。该滤波由滑动窗口的最大选择和随后的递归一阶滤波组成。这种过滤的另一个优点是,与中值选择相比,可以更简单地选择最大值。从角度来看,它可以提供更高的操作速度。实际意义。结果表明,在非均质辐照源观测中,等级选择是有价值的。算法的强度是指在复杂情况下的决策简单性。另外的算法优势是扩展替代辐照模式的可能性,因此,更有代表性的数据集。
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引用次数: 0
Study of the possibility of using strapdown inertial gauges as part of the topographic location and navigation system of own design 研究捷联惯导仪作为自行设计的地形定位导航系统的组成部分的可能性
Pub Date : 2021-04-07 DOI: 10.21778/2413-9599-2021-31-1-28-36
S. Mikhaylov
Problem statement. During the operation of purchased navigation systems for topographic geodetic referencing and orientation, many shortcomings are revealed, mainly associated with software implementation, the correction of which is not always possible. A way out of this situation is creating own navigation complex from ready-made purchased meters and developed functional software (FSW). In this case, the primary task is to determine the preferable meters as part of the topographic location and navigation system (TLNS).Objective. Conduct a study of strapdown inertial navigation systems (SINS) of various manufacturers for compliance with the declared technical characteristics to determine a suitable meter for TLNS.Results. Information on the practical testing of studies the numerical estimates of standard deviations (SD) of errors in the determination and drift of grid azimuth, roll, and pitch of strapdown inertial meters in various climatic conditions, as well as under the influence of sinusoidal and broadband random vibrations (BRV) is presented. The values deviations of motion parameters from the reference values in autonomous mode as part of the developed navigation complex of mobile land objects of a particular purpose are analyzed. The preferable inertial meter for use in the developed TLNS was determined based on the research carried out.Practical implications. Recommendations are given on the use of SINS as an integral part at the facilities of the proposed base.
问题陈述。在购买的地形大地测量参考定位导航系统的运行过程中,暴露出许多缺点,主要与软件实现有关,这些缺点并不总是能够得到纠正。摆脱这种情况的一种方法是使用现成的购买仪表和开发的功能软件(FSW)创建自己的导航系统。在这种情况下,主要任务是确定作为地形定位和导航系统(TLNS)一部分的优选仪表。对不同制造商的捷联惯性导航系统(SINS)进行研究,以确保其符合所声明的技术特性,以确定适合tlns的仪表。给出了捷联惯性计在各种气候条件下,以及在正弦振动和宽带随机振动(BRV)影响下,网格方位角、横摇和俯仰的确定和漂移误差的标准差(SD)的数值估计。分析了已开发的特定目的移动陆物导航复合体在自主模式下运动参数值与参考值的偏差。在研究的基础上,确定了用于研制的TLNS的最佳惯性计。实际意义。提出了关于在拟议基地的设施中使用SINS作为一个组成部分的建议。
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引用次数: 0
Directions for the development of the existing concept of assessing the relevance of information leakage through technical channels in the current trends of improving technical intelligence 发展方向为现有的评估信息通过技术渠道泄露的相关概念在当前技术情报不断提高的趋势下
Pub Date : 2021-04-07 DOI: 10.21778/2413-9599-2021-31-1-74-83
S. Skryl', M. Sychev, A. Mazin, T. V. Meshcheryakova, O. A. Gulyaev, I. M. Tegentsev
Problem statement. The rationale for confidentiality requirements in the process of manufacturing and production testing of aviation equipment samples. There is a need to assess the effectiveness of measures to prevent information leakage through the channels of incidental electromagnetic radiation and interference and vibroacoustic channels. This situation is characteristic both for the technological equipment of the aviation industry enterprises and the equipment of the produced aircraft models.Objective. The rationale for developing the existing concept of assessing the relevance of the threats of information leakage through technical channels in the current trends of improving technical reconnaissance.Results. The article presents the analysis results of the existing regulatory and existing base of FSTEC Russia for sufficient assessment of measures to prevent information leakage through the channels of incidental electromagnetic radiation and interference and vibroacoustic channels at the enterprises of the aircraft industry in the implementation of production technologies and testing of manufactured products.Practical implications. The substantiated directions of improving the methodological basis for determining the current threats can be used in the development of methods and models for assessment of measures to prevent information leakage through the channels of electromagnetic emissions and interference and vibroacoustic channels at aircraft industry enterprises in the implementation of production technologies and testing of manufactured products.
问题陈述。航空设备样品制造和生产测试过程中保密要求的基本原理。有必要评估防止通过附带电磁辐射和干扰以及振动声通道泄露信息的措施的有效性。这种情况是航空工业企业的技术装备和生产的飞机模型的装备的特点。在目前改善技术侦察的趋势下,发展现有概念以评估透过技术渠道泄露资讯的威胁的相关性。结果本文介绍了FSTEC俄罗斯现有监管和现有基础的分析结果,以充分评估飞机工业企业在实施生产技术和成品检测过程中防止通过附带电磁辐射和干扰渠道和振动声渠道泄露信息的措施。实际意义。改进确定当前威胁的方法学基础的具体方向可用于开发评估措施的方法和模型,以防止航空工业企业在实施生产技术和成品测试过程中通过电磁发射和干扰渠道以及振动声渠道泄露信息。
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引用次数: 0
Multi-core processors use for numerical problems solutions 多核处理器用于数值问题的解决
Pub Date : 2020-12-23 DOI: 10.21778/2413-9599-2020-30-4-98-105
S. Pryadko, A. S. Krutogolova, A. S. Uglyanitsa, A. E. Ivanov
Problem statement. The use of programming technologies on modern multicore systems is an integral part of an enterprise whose activities involve multitasking or the need to make a large number of calculations over a certain time. The article discusses the development of such technologies aimed at increasing the speed of solving various issues, for example, numerical modeling.Objective. Search for alternative ways to increase the speed of calculations by increasing the number of processors. As an example of increasing the calculation speed depending on the number of processors, the well-known heat-transfer equation is taken, and classical numerical schemes for its solution are given. The use of explicit and implicit schemes is compared, including for the possibility of parallelization of calculations.Results. The article describes systems with shared and distributed memory, describes their possible use for solving various problems, and provides recommendations for their use.Practical implications. Parallel computing helps to solve many problems in various fields, as it reduces the time required to solve partial differential equations.
问题陈述。在现代多核系统上使用编程技术是企业的一个组成部分,其活动涉及多任务处理或需要在一定时间内进行大量计算。本文讨论了这些技术的发展,旨在提高解决各种问题的速度,例如,数值模拟。寻找通过增加处理器数量来提高计算速度的替代方法。以著名的传热方程为例,给出了求解该方程的经典数值格式。比较了显式和隐式方案的使用,包括计算并行化的可能性。本文描述了具有共享和分布式内存的系统,描述了它们用于解决各种问题的可能用途,并提供了使用它们的建议。实际意义。并行计算有助于解决许多领域的问题,因为它减少了求解偏微分方程所需的时间。
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引用次数: 0
Methodological aspects of the presentation of information security threats recognition signs in the context of improving technical intelligence 在提高技术情报的背景下,信息安全威胁识别标志的呈现方法方面
Pub Date : 2020-12-23 DOI: 10.21778/2413-9599-2020-30-4-35-46
S. Skryl', S. Nikulin, A. Mazin, V. Spivak, V. Krylov, V. V. Nikulina
Formulation of the problem. The completeness of the characteristics of one of the most serious threats to the security of information today – its leakage through the transient electromagnetic pulse emanation standard (TEMPEST) from computer equipment (CE) is determined not only by the number of detectable signs of leakage but also by several other parameters characterizing the dynamics of the implementation of such a threat. The established patterns in the scenarios of violators’ actions associated with the use of technical reconnaissance equipment (TRQ) to intercept informative TEMPEST signals from computer equipment made it possible to form a model of all possible options for using TRQ to obtain confidential information processed by computer equipment. The proposed model provides the implementation of the methodological principles of the recognition theory for a more complete characterization of threats of information leakage through the channels of spurious electromagnetic radiation and interference from CE in the process of their detection.Objective. Development of methodological grounds for presenting signs of the violator’s implementation of certain functions associated with the use of technical reconnaissance equipment to intercept informative signals of spurious electromagnetic radiation and interference from computer equipment as signs that identify the most significant conditions for the recognition and prevention of such threats.Results. Methodological solutions for the identification of three states significant for the prevention of threats are given based on the structuring of the functional representation of the intruder’s actions to implement such threats. Mathematical models for assessing the predicted amount of information disclosed in the process of intercepting TEMPEST informative signals from computer equipment, and assessing the level of security threats in case of interception of information are also presented.Practical significance. The paper presents the main options for the operation of a complex of programs for recognizing threats of information leakage through TEMPEST channels from computer equipment developed within the framework of the presented methodology.
问题的表述。当今对信息安全最严重的威胁之一——通过瞬态电磁脉冲发射标准(TEMPEST)从计算机设备(CE)泄漏——其特征的完整性不仅取决于可检测到的泄漏迹象的数量,还取决于表征这种威胁实施动态的其他几个参数。违规者使用技术侦察设备拦截来自计算机设备的信息性暴风信号的行为的既定模式,使利用技术侦察设备获取由计算机设备处理的机密信息的所有可能选择的模式得以形成。该模型实现了识别理论的方法论原则,从而更完整地描述了在检测过程中通过虚假电磁辐射和CE干扰渠道泄露信息的威胁。发展方法论依据,以显示违规者使用技术侦察设备拦截来自计算机设备的虚假电磁辐射和干扰信息信号的某些功能的迹象,作为识别和预防此类威胁的最重要条件的迹象。基于入侵者实施这些威胁的行为的功能表示的结构,给出了识别对预防威胁重要的三种状态的方法学解决方案。此外,还提出了从计算机设备截获TEMPEST信息信号过程中预测信息泄露量的数学模型,以及在截获信息时评估安全威胁程度的数学模型。现实意义。本文提出了在所提出的方法框架内开发的计算机设备通过TEMPEST渠道识别信息泄漏威胁的复杂程序操作的主要选择。
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引用次数: 0
Amplitude error correction in matrix simulators of radar targets 雷达目标矩阵模拟器的幅度误差校正
Pub Date : 2020-11-19 DOI: 10.21778/2413-9599-2020-30-4-106-110
T. Sabitov, A. Kiselev
Problem statement. The compensation problem of the amplitude error occurring when modeling radar targets using matrix simulators is considered. The relations that reveal the concept of this error are given. The example shows that the amplitude of the simulated echo signal differs from the amplitude of the real one.Objective. Justification of a method for correcting the amplitude error observed when simulating echo signals from radar targets using emitter matrices.Results. It is shown that when the scanning radiation pattern is oriented normal to the matrix base, the amplitude of the simulated echo signal does not depend on the angular target position. Based on this, a method was proposed to eliminate the error through pre-distortion of the echo signal amplitude. The ratio for calculating the predistortion multiplier coefficient is obtained. In the framework of a numerical experiment, the amplitude of the simulated echo signal was estimated for various angular positions of the scanning radiation pattern without taking into account predistortion and with predistortion. The experimental results confirmed the correction effectiveness.Practical implications. The results obtained allow increasing the adequacy of modeling radar objects by matrix simulators by ensuring that the amplitude of the simulated echo signal corresponds to the amplitude of the real one.
问题陈述。研究了利用矩阵模拟器对雷达目标进行建模时产生的幅度误差补偿问题。给出了揭示这种误差概念的关系式。算例表明,模拟回波信号的幅值与真实回波信号的幅值存在差异。对利用发射极矩阵模拟雷达目标回波信号时观测到的幅度误差进行校正的方法的论证。结果。结果表明,当扫描辐射方向图垂直于矩阵基底时,模拟回波信号的幅值不依赖于目标的角度位置。在此基础上,提出了通过对回波信号幅度进行预失真来消除误差的方法。得到了计算预失真乘法器系数的比值。在数值实验的框架下,对扫描辐射方向图不同角度位置的模拟回波信号的幅值进行了预失真和不考虑预失真的估计。实验结果证实了修正的有效性。实际意义。所得结果通过保证模拟回波信号的幅值与真实回波信号的幅值相对应,增加了矩阵模拟器对雷达目标建模的充分性。
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引用次数: 0
期刊
Radio industry (Russia)
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