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Automation of autonomous mobile robot docking based on the counter growth rapidly exploring random tree method 基于逆生长快速探索随机树方法的自主移动机器人对接自动化
Pub Date : 2024-02-01 DOI: 10.32362/2500-316x-2024-12-1-7-14
V. V. Golubov, S. V. Manko
Objectives. The article substantiates the relevance of automatic docking of autonomous mobile robots. Specific examples show that the implementation of the automatic docking functions of autonomous robots reveals the potential for creating multi-agent systems with a transformable structure. The aim of the work is to develop means for automatic docking of autonomous mobile robots in complex scenarios and an uncertain environment.Methods. The proposed approach to automating autonomous mobile robot docking is reduced to a modification of the counter-growth rapidly-exploring random tree (RRT) method. It is based on the parallel execution of a decentralized route planning algorithm with mutual coordination of distributed computing processes. The effectiveness of the complex of algorithmic and software tools developed was evaluated using computer and natural simulation methods. The final series of full-scale experiments was carried out on the example of JetBot AI kit Nvidia platforms for automatic docking of autonomous robots. This was performed using the means and methods of intelligent control, visual navigation, technical vision and wireless network communication.Results. The study analyzed the features of automatic docking as one of the tasks of group control of autonomous robots. This is part of multi-agent systems, capable of reconfiguring structures for purposeful changes to the existing set of functional properties and application possibilities. The study also proposes a decentralized modification of the counter-growth RRT method. This allows the movements of autonomous mobile robots in the course of their mutual approach and subsequent docking to be planned. A set of software-algorithmic tools was developed to automate the docking of autonomous robots. A series of model and full-scale experiments were carried out to confirm the effectiveness of the approach developed herein.Conclusions. The modification presented herein of the counter-growth RRT method, traditionally used for planning the movements of manipulators and mobile platforms, is complementary to the tasks it resolves. This enables the docking of autonomous robots to be automated. The results obtained open up the potential for universal schedulers with extended functionality for autonomous robot control systems to be designed.
目的。文章论证了自主移动机器人自动对接的相关性。具体实例表明,自主机器人自动对接功能的实现揭示了创建具有可转换结构的多代理系统的潜力。这项工作的目的是开发在复杂场景和不确定环境中自动对接自主移动机器人的方法。所提出的自主移动机器人自动对接方法简化为逆生长快速探索随机树(RRT)方法的一种修正。该方法基于分布式计算进程相互协调的分散路线规划算法的并行执行。利用计算机和自然模拟方法对所开发的算法和软件工具的有效性进行了评估。最后,以自动机器人自动对接的 JetBot AI 套件 Nvidia 平台为例,进行了一系列全面实验。实验采用了智能控制、视觉导航、技术视觉和无线网络通信等手段和方法。研究分析了自动对接作为自主机器人群控任务之一的特点。这是多代理系统的一部分,能够重新配置结构,有目的地改变现有的功能特性和应用可能性。该研究还提出了反生长 RRT 方法的分散修改。这样就可以规划自主移动机器人在相互接近和随后对接过程中的运动。研究还开发了一套软件算法工具,用于自动实现自主机器人的对接。进行了一系列模型和全尺寸实验,以确认本文所开发方法的有效性。本文介绍的反生长 RRT 方法传统上用于规划机械手和移动平台的运动,对该方法的修改与其解决的任务相辅相成。这使得自主机器人的对接实现了自动化。所取得的成果为设计具有扩展功能的通用调度器提供了可能性,可用于自主机器人控制系统。
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引用次数: 0
Influence of quadrature transformation imbalance on the noise immunity of signal reception with amplitude-phase shift keying 正交变换不平衡对振幅相移键控信号接收抗噪能力的影响
Pub Date : 2024-02-01 DOI: 10.32362/2500-316x-2024-12-1-59-68
G. V. Kulikov, X. K. Dang
Objectives. At the present time, amplitude-phase shift keyed (APSK) signals are actively used in satellite communication systems. In particular, they are applied in systems which operate in a limited radio frequency spectrum with increased data transmission quality requirements. Such systems use multi-channel type receivers with maximum likelihood decision on the received symbol (correlation receiver) or quadrature type receivers. The noise immunity of these receivers is directly dependent on the quality of the formation of reference oscillations. These oscillations are reference signals for correlation receivers and in-phase and quadrature components for quadrature receivers. The aim of the work is to analyze the influence of the amplitude and phase parameter spread of the in-phase and quadrature channels on the noise immunity of receiving APSK signals with a circular shape of the signal constellation.Methods. Methods of statistical radio engineering, theory of optimal signal reception, and computer simulation are used.Results. The study established the characteristics of noise immunity of the APSK signal reception depending on the spread of parameters of the quadrature converter. The theoretical calculations were confirmed by the results of modeling the transmission of APSK signals in a Gaussian communication channel. A comparison with systems using quadrature amplitude modulation (QAM) was carried out, in order to assess system stability in the presence of spread parameters among other similar systems.Conclusions. The studies enabled us to conclude that an imbalance of the quadrature reference oscillations can lead to a significant decrease in the noise immunity of radio systems using APSK signals. The minimum energy loss due to imbalance of quadrature reference oscillations is achieved when the imbalance value is less than 10% in amplitude and 2°–3° in phase. The amplitude imbalance of quadrature reference oscillations when receiving QAM signals is more pronounced than in the case of APSK signals. The phase imbalance affects approximately the same.
目的。目前,幅相移键控(APSK)信号在卫星通信系统中得到了广泛应用。特别是,它们被应用于在有限的无线电频谱内运行、对数据传输质量要求较高的系统中。这类系统使用对接收符号进行最大似然判定的多通道接收器(相关接收器)或正交接收器。这些接收器的抗噪能力直接取决于参考振荡的形成质量。这些振荡对于相关接收器来说是参考信号,对于正交接收器来说是同相和正交分量。这项工作的目的是分析同相和正交信道的振幅和相位参数扩散对接收圆形信号星座 APSK 信号的抗噪能力的影响。方法:采用无线电统计工程学方法、最佳信号接收理论和计算机仿真。研究确定了 APSK 信号接收的抗噪特性取决于正交转换器参数的分布。在高斯通信信道中传输 APSK 信号的建模结果证实了理论计算结果。与使用正交振幅调制(QAM)的系统进行了比较,以评估其他类似系统在参数扩散情况下的系统稳定性。通过研究,我们得出结论:正交参考振荡的不平衡会导致使用 APSK 信号的无线电系统的抗噪能力显著下降。当正交参考振荡的不平衡值在振幅上小于 10%、在相位上小于 2°-3° 时,因正交参考振荡不平衡而造成的能量损失最小。接收 QAM 信号时,正交参考振荡的振幅不平衡比接收 APSK 信号时更为明显。相位不平衡的影响大致相同。
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引用次数: 0
Software-architectural configuration of the multifunctional audio digital signal processor module for signal mediatesting of audio devices 用于音频设备信号调解的多功能音频数字信号处理器模块的软件架构配置
Pub Date : 2024-02-01 DOI: 10.32362/2500-316x-2024-12-1-30-58
A. V. Gevorsky, M. S. Kostin, K. A. Boikov
Objectives. The aim of this study is to develop and analyze parameters for a multifunctional audio module based on the ADAU1701 audio digital signal processor in the SigmaStudio environment. This will be used for testing audio devices in the following modes: routing of balanced and unbalanced audio channels according to the differential scheme Di-Box/R Di-Box; spatiotemporal and dynamic audio processing; three-band monochannel cross-separation with independent equalization; and correction of the frequency response of the audio channel with tracking notch auto-suppression of electro-acoustic positive feedback in a given spectral band.Methods. Visual-graphical architectural programming of audio modules in the SigmaStudio and Flowstone, as well as algorithms for real-time signal audio measurements and analysis of experimental data in the REW and Soundcard Oscilloscope are used.Results. The characteristics of the Di-Box/R Di-Box circuit were studied, in order to estimate the effect of differential signal conversion on the signal-to-noise ratio in the audio signal path. The characteristics of the reverberation and saturation submodules were established. Furthermore, the effect of equalization modes on the frequency response correction of a studio audio monitor was determined. The paper also studied the effect of an audio compressor on the dynamic range and the level of the output signal. The experimental results of the submodule for compensating the frequency response of an audio monitor using matched filtering were established, and the spectral characteristics of the submodule for automatic suppression of electro-acoustic positive feedback were obtained.Conclusions. The software architecture of a multifunctional audio module based on the ADAU1701 audio digital signal processor for testing and debugging media devices in a given spectral-dynamic and spectral-temporal ranges was designed. Balanced routing allows the effect of noise induced into the audio channel to be reduced 20-fold, thus enabling calibration of pickup audio devices. The audio signal processing submodule provides: compression response in the dynamic range from −27 to 18.6 dB with the possibility of equalization parameterization in the range of 0.04–18 kHz; reverberation response in the range from 0.5–3000 ms; audio-channel cross-division into 3 with the ability to adjust the amplitude-frequency response in the dynamic range from −30 to 30 dB. The auto-correction submodule of the amplitude-frequency response allows the dynamic nonuniformity of the amplitude-frequency response to be reduced by 40 dB. The auto-suppression submodule of electro-acoustic positive feedback provides notch formant suppression up to −100 dB with an input dynamic range from −50 to 80 dB.
研究目的本研究的目的是在 SigmaStudio 环境中开发和分析基于 ADAU1701 音频数字信号处理器的多功能音频模块参数。该模块将用于在以下模式下测试音频设备:根据差分方案 Di-Box/R Di-Box 对平衡和非平衡音频通道进行路由;时空和动态音频处理;具有独立均衡功能的三频带单声道交叉分离;以及在给定频谱带中通过跟踪陷波自动抑制电声正反馈校正音频通道的频率响应。使用 SigmaStudio 和 Flowstone 对音频模块进行可视化图形架构编程,并使用 REW 和 Soundcard 示波器对实验数据进行实时信号音频测量和分析。研究了 Di-Box/R Di-Box 电路的特性,以估算差分信号转换对音频信号路径信噪比的影响。确定了混响和饱和子模块的特性。此外,还确定了均衡模式对演播室音频监听器频率响应校正的影响。论文还研究了音频压缩器对输出信号的动态范围和电平的影响。建立了使用匹配滤波补偿音频监听器频率响应子模块的实验结果,并获得了自动抑制电声正反馈子模块的频谱特性。设计了基于 ADAU1701 音频数字信号处理器的多功能音频模块的软件架构,用于在给定的频谱-动态和频谱-时间范围内测试和调试媒体设备。平衡路由可将音频通道中的噪声影响降低 20 倍,从而实现对拾音音频设备的校准。音频信号处理子模块提供:-27 至 18.6 dB 动态范围内的压缩响应,可在 0.04 至 18 kHz 范围内进行均衡参数设置;0.5 至 3000 ms 范围内的混响响应;音频通道交叉分割为 3 个,可在 -30 至 30 dB 动态范围内调整幅频响应。幅频响应自动校正子模块可将幅频响应的动态不均匀性降低 40 dB。电声正反馈的自动抑制子模块可提供高达 -100 dB 的陷波方音抑制,输入动态范围为 -50 至 80 dB。
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引用次数: 0
Detection of defects in printed circuit boards by the acoustic emission method 利用声发射法检测印刷电路板中的缺陷
Pub Date : 2024-02-01 DOI: 10.32362/2500-316x-2024-12-1-15-29
S. Uvaysov, N. T. Luu, C. D. Nguyen, Th. H. Vo, A. V. Dolmatov
Objectives. Defects in the form of layering may occur during lamination in the production of multilayer printed circuit boards (MPCB). These defects cannot be detected by optical and electrical methods of output control. However, they can lead to breaches of the mechanical mode of operation and failures while running radioelectronic devices. In order to detect such defects, the acoustic emission (AE) method is proposed. This is based on the occurrence and propagation of acoustic waves in MPCBs caused by the presence of defects. The aim of this study is to investigate the possibility of using the AE method to detect defects in multilayer printed circuit boards. These defects can occur, in particular, in the lamination process.Methods. A mechanical processes modeling program (for research on the MPCB model) and various samples of two-layer printed circuit boards with pre-introduced defects (for experimental studies) were used to study the propagation of acoustic signals in the MPCB in the presence of defects. A solenoid mounted on the MPCB was used as a source of acoustic signals, while a piezoelectric sensor was used to receive signals. Data processing was carried out by comparing AE signals obtained for a serviceable MPCB sample and for MPCB samples with defects.Results. Simulation of the acoustic signal propagation in MPCBs in serviceable and faulty (with a rectangular defect in the form of delamination) states was carried out to show the difference in the received signals at the sensor installation point. Experimental studies were also conducted to examine the AE method applicability for detecting defects of various sizes and quantities.Conclusions. The studies demonstrated that the AE method allows the presence of defects in MPCB occurring during the lamination process to be detected effectively and reliably. This study proposes a new approach to non-destructive testing of MPCB using the AE method. This method significantly increases the reliability of MPCBs and the efficiency of their production processes.
目标。在生产多层印刷电路板(MPCB)的层压过程中,可能会出现分层形式的缺陷。这些缺陷无法通过光学和电气输出控制方法检测出来。然而,它们会导致机械操作模式的破坏和无线电电子设备运行时的故障。为了检测这类缺陷,提出了声发射(AE)方法。这种方法是基于缺陷的存在所引起的声波在 MPCB 中的发生和传播。本研究旨在探讨使用声发射法检测多层印刷电路板缺陷的可能性。这些缺陷可能发生在层压过程中。我们使用了一个机械过程建模程序(用于研究多层印刷电路板模型)和各种预先引入缺陷的双层印刷电路板样品(用于实验研究)来研究存在缺陷时声学信号在多层印刷电路板中的传播。安装在 MPCB 上的螺线管用作声信号源,而压电传感器则用于接收信号。通过比较从可使用的 MPCB 样品和有缺陷的 MPCB 样品上获得的声波信号,进行数据处理。模拟了声学信号在可使用和有缺陷(分层形式的矩形缺陷)的 MPCB 中的传播,以显示传感器安装点接收信号的差异。还进行了实验研究,以检验 AE 方法是否适用于检测各种尺寸和数量的缺陷。研究表明,AE 方法可以有效、可靠地检测出 MPCB 在层压过程中出现的缺陷。本研究提出了一种使用 AE 方法对 MPCB 进行无损检测的新方法。这种方法大大提高了 MPCB 的可靠性及其生产过程的效率。
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引用次数: 0
Detection of defects in printed circuit boards by the acoustic emission method 利用声发射法检测印刷电路板中的缺陷
Pub Date : 2024-02-01 DOI: 10.32362/2500-316x-2024-12-1-15-29
S. Uvaysov, N. T. Luu, C. D. Nguyen, Th. H. Vo, A. V. Dolmatov
Objectives. Defects in the form of layering may occur during lamination in the production of multilayer printed circuit boards (MPCB). These defects cannot be detected by optical and electrical methods of output control. However, they can lead to breaches of the mechanical mode of operation and failures while running radioelectronic devices. In order to detect such defects, the acoustic emission (AE) method is proposed. This is based on the occurrence and propagation of acoustic waves in MPCBs caused by the presence of defects. The aim of this study is to investigate the possibility of using the AE method to detect defects in multilayer printed circuit boards. These defects can occur, in particular, in the lamination process.Methods. A mechanical processes modeling program (for research on the MPCB model) and various samples of two-layer printed circuit boards with pre-introduced defects (for experimental studies) were used to study the propagation of acoustic signals in the MPCB in the presence of defects. A solenoid mounted on the MPCB was used as a source of acoustic signals, while a piezoelectric sensor was used to receive signals. Data processing was carried out by comparing AE signals obtained for a serviceable MPCB sample and for MPCB samples with defects.Results. Simulation of the acoustic signal propagation in MPCBs in serviceable and faulty (with a rectangular defect in the form of delamination) states was carried out to show the difference in the received signals at the sensor installation point. Experimental studies were also conducted to examine the AE method applicability for detecting defects of various sizes and quantities.Conclusions. The studies demonstrated that the AE method allows the presence of defects in MPCB occurring during the lamination process to be detected effectively and reliably. This study proposes a new approach to non-destructive testing of MPCB using the AE method. This method significantly increases the reliability of MPCBs and the efficiency of their production processes.
目标。在生产多层印刷电路板(MPCB)的层压过程中,可能会出现分层形式的缺陷。这些缺陷无法通过光学和电气输出控制方法检测出来。然而,它们会导致机械操作模式的破坏和无线电电子设备运行时的故障。为了检测这类缺陷,提出了声发射(AE)方法。这种方法是基于缺陷的存在所引起的声波在 MPCB 中的发生和传播。本研究旨在探讨使用声发射法检测多层印刷电路板缺陷的可能性。这些缺陷可能发生在层压过程中。我们使用了一个机械过程建模程序(用于研究多层印刷电路板模型)和各种预先引入缺陷的双层印刷电路板样品(用于实验研究)来研究存在缺陷时声学信号在多层印刷电路板中的传播。安装在 MPCB 上的螺线管用作声信号源,而压电传感器则用于接收信号。通过比较从可使用的 MPCB 样品和有缺陷的 MPCB 样品上获得的声波信号,进行数据处理。模拟了声学信号在可使用和有缺陷(分层形式的矩形缺陷)的 MPCB 中的传播,以显示传感器安装点接收信号的差异。还进行了实验研究,以检验 AE 方法是否适用于检测各种尺寸和数量的缺陷。研究表明,AE 方法可以有效、可靠地检测出 MPCB 在层压过程中出现的缺陷。本研究提出了一种使用 AE 方法对 MPCB 进行无损检测的新方法。这种方法大大提高了 MPCB 的可靠性及其生产过程的效率。
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引用次数: 0
Influence of quadrature transformation imbalance on the noise immunity of signal reception with amplitude-phase shift keying 正交变换不平衡对振幅相移键控信号接收抗噪能力的影响
Pub Date : 2024-02-01 DOI: 10.32362/2500-316x-2024-12-1-59-68
G. V. Kulikov, X. K. Dang
Objectives. At the present time, amplitude-phase shift keyed (APSK) signals are actively used in satellite communication systems. In particular, they are applied in systems which operate in a limited radio frequency spectrum with increased data transmission quality requirements. Such systems use multi-channel type receivers with maximum likelihood decision on the received symbol (correlation receiver) or quadrature type receivers. The noise immunity of these receivers is directly dependent on the quality of the formation of reference oscillations. These oscillations are reference signals for correlation receivers and in-phase and quadrature components for quadrature receivers. The aim of the work is to analyze the influence of the amplitude and phase parameter spread of the in-phase and quadrature channels on the noise immunity of receiving APSK signals with a circular shape of the signal constellation.Methods. Methods of statistical radio engineering, theory of optimal signal reception, and computer simulation are used.Results. The study established the characteristics of noise immunity of the APSK signal reception depending on the spread of parameters of the quadrature converter. The theoretical calculations were confirmed by the results of modeling the transmission of APSK signals in a Gaussian communication channel. A comparison with systems using quadrature amplitude modulation (QAM) was carried out, in order to assess system stability in the presence of spread parameters among other similar systems.Conclusions. The studies enabled us to conclude that an imbalance of the quadrature reference oscillations can lead to a significant decrease in the noise immunity of radio systems using APSK signals. The minimum energy loss due to imbalance of quadrature reference oscillations is achieved when the imbalance value is less than 10% in amplitude and 2°–3° in phase. The amplitude imbalance of quadrature reference oscillations when receiving QAM signals is more pronounced than in the case of APSK signals. The phase imbalance affects approximately the same.
目的。目前,幅相移键控(APSK)信号在卫星通信系统中得到了广泛应用。特别是,它们被应用于在有限的无线电频谱内运行、对数据传输质量要求较高的系统中。这类系统使用对接收符号进行最大似然判定的多通道接收器(相关接收器)或正交接收器。这些接收器的抗噪能力直接取决于参考振荡的形成质量。这些振荡对于相关接收器来说是参考信号,对于正交接收器来说是同相和正交分量。这项工作的目的是分析同相和正交信道的振幅和相位参数扩散对接收圆形信号星座 APSK 信号的抗噪能力的影响。方法:采用无线电统计工程学方法、最佳信号接收理论和计算机仿真。研究确定了 APSK 信号接收的抗噪特性取决于正交转换器参数的分布。在高斯通信信道中传输 APSK 信号的建模结果证实了理论计算结果。与使用正交振幅调制(QAM)的系统进行了比较,以评估其他类似系统在参数扩散情况下的系统稳定性。通过研究,我们得出结论:正交参考振荡的不平衡会导致使用 APSK 信号的无线电系统的抗噪能力显著下降。当正交参考振荡的不平衡值在振幅上小于 10%、在相位上小于 2°-3° 时,因正交参考振荡不平衡而造成的能量损失最小。接收 QAM 信号时,正交参考振荡的振幅不平衡比接收 APSK 信号时更为明显。相位不平衡的影响大致相同。
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引用次数: 0
Software-architectural configuration of the multifunctional audio digital signal processor module for signal mediatesting of audio devices 用于音频设备信号调解的多功能音频数字信号处理器模块的软件架构配置
Pub Date : 2024-02-01 DOI: 10.32362/2500-316x-2024-12-1-30-58
A. V. Gevorsky, M. S. Kostin, K. A. Boikov
Objectives. The aim of this study is to develop and analyze parameters for a multifunctional audio module based on the ADAU1701 audio digital signal processor in the SigmaStudio environment. This will be used for testing audio devices in the following modes: routing of balanced and unbalanced audio channels according to the differential scheme Di-Box/R Di-Box; spatiotemporal and dynamic audio processing; three-band monochannel cross-separation with independent equalization; and correction of the frequency response of the audio channel with tracking notch auto-suppression of electro-acoustic positive feedback in a given spectral band.Methods. Visual-graphical architectural programming of audio modules in the SigmaStudio and Flowstone, as well as algorithms for real-time signal audio measurements and analysis of experimental data in the REW and Soundcard Oscilloscope are used.Results. The characteristics of the Di-Box/R Di-Box circuit were studied, in order to estimate the effect of differential signal conversion on the signal-to-noise ratio in the audio signal path. The characteristics of the reverberation and saturation submodules were established. Furthermore, the effect of equalization modes on the frequency response correction of a studio audio monitor was determined. The paper also studied the effect of an audio compressor on the dynamic range and the level of the output signal. The experimental results of the submodule for compensating the frequency response of an audio monitor using matched filtering were established, and the spectral characteristics of the submodule for automatic suppression of electro-acoustic positive feedback were obtained.Conclusions. The software architecture of a multifunctional audio module based on the ADAU1701 audio digital signal processor for testing and debugging media devices in a given spectral-dynamic and spectral-temporal ranges was designed. Balanced routing allows the effect of noise induced into the audio channel to be reduced 20-fold, thus enabling calibration of pickup audio devices. The audio signal processing submodule provides: compression response in the dynamic range from −27 to 18.6 dB with the possibility of equalization parameterization in the range of 0.04–18 kHz; reverberation response in the range from 0.5–3000 ms; audio-channel cross-division into 3 with the ability to adjust the amplitude-frequency response in the dynamic range from −30 to 30 dB. The auto-correction submodule of the amplitude-frequency response allows the dynamic nonuniformity of the amplitude-frequency response to be reduced by 40 dB. The auto-suppression submodule of electro-acoustic positive feedback provides notch formant suppression up to −100 dB with an input dynamic range from −50 to 80 dB.
研究目的本研究的目的是在 SigmaStudio 环境中开发和分析基于 ADAU1701 音频数字信号处理器的多功能音频模块参数。该模块将用于在以下模式下测试音频设备:根据差分方案 Di-Box/R Di-Box 对平衡和非平衡音频通道进行路由;时空和动态音频处理;具有独立均衡功能的三频带单声道交叉分离;以及在给定频谱带中通过跟踪陷波自动抑制电声正反馈校正音频通道的频率响应。使用 SigmaStudio 和 Flowstone 对音频模块进行可视化图形架构编程,并使用 REW 和 Soundcard 示波器对实验数据进行实时信号音频测量和分析。研究了 Di-Box/R Di-Box 电路的特性,以估算差分信号转换对音频信号路径信噪比的影响。确定了混响和饱和子模块的特性。此外,还确定了均衡模式对演播室音频监听器频率响应校正的影响。论文还研究了音频压缩器对输出信号的动态范围和电平的影响。建立了使用匹配滤波补偿音频监听器频率响应子模块的实验结果,并获得了自动抑制电声正反馈子模块的频谱特性。设计了基于 ADAU1701 音频数字信号处理器的多功能音频模块的软件架构,用于在给定的频谱-动态和频谱-时间范围内测试和调试媒体设备。平衡路由可将音频通道中的噪声影响降低 20 倍,从而实现对拾音音频设备的校准。音频信号处理子模块提供:-27 至 18.6 dB 动态范围内的压缩响应,可在 0.04 至 18 kHz 范围内进行均衡参数设置;0.5 至 3000 ms 范围内的混响响应;音频通道交叉分割为 3 个,可在 -30 至 30 dB 动态范围内调整幅频响应。幅频响应自动校正子模块可将幅频响应的动态不均匀性降低 40 dB。电声正反馈的自动抑制子模块可提供高达 -100 dB 的陷波方音抑制,输入动态范围为 -50 至 80 dB。
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引用次数: 0
Semantic features of complex technosocial systems: On the taxonomy of artificial intelligence technological packages 复杂技术社会系统的语义特征:关于人工智能技术包的分类法
Pub Date : 2023-12-14 DOI: 10.32362/2500-316x-2023-11-6-89-98
S. I. Dovguchits
Objectives. The aim ofthis work is to enhance the scientific and methodological apparatus of artificial intelligence (AI) sciences by enriching their conceptual framework. The current conceptual framework of AI sciences does not reflect the intricate nature of this technological and socioeconomic phenomenon as possessing the diverse range of capabilities and the interconnectedness that allows for the imitation of human cognitive functions and comparable results. The author of the article structures the concept of the technological package of AI, describing its system properties, connections and functional elements based on the various types of human cognitive and operational activities.Methods. The research is based on the concept (method) of technological packages—genetically and functionally connected sets of technologies with system properties.Results. For the first time in Russian and international practice, the basic (general) taxonomy of the AI technological package has been specified and structured. A taxonomy of the AI metatechnological package (a package of metatechnologies) has been proposed. General taxonomy can serve as a tool for improving strategies, methodological documents and state programs to define the development of AI systems at state or industry level.Conclusions. The suggested basic (general) taxonomy oftechnological package and taxonomy of metatechnologies package allows research to move away from the limited view of AI. It increases semantic and methodological clarity in relation to AI as a complex technosocial phenomenon and contributes to the harmonized integration of AI systems intо the sphere of socioeconomic activities of the state. It can thus serve as a foundation for further improvement of state economic and legal regulation of AI development.
目的。这项工作的目的是通过丰富人工智能科学的概念框架,加强人工智能科学的科学和方法论装置。目前的人工智能科学概念框架没有反映出这一技术和社会经济现象的复杂性,因为它具有多种多样的能力和相互关联性,可以模仿人类的认知功能并取得可比的结果。文章作者构建了人工智能技术包的概念,根据人类认知和操作活动的各种类型描述了其系统属性、联系和功能要素。研究基于技术包的概念(方法)--具有系统属性的、在基因和功能上相互连接的成套技术。在俄罗斯和国际实践中,首次对人工智能技术包的基本(一般)分类进行了明确和结构化。提出了人工智能元技术包(元技术包)分类法。一般分类法可作为改进战略、方法文件和国家计划的工具,以确定国家或行业层面的人工智能系统发展。建议的技术包基本(通用)分类法和元技术包分类法使研究工作摆脱了对人工智能的局限性看法。它提高了人工智能作为一种复杂的社会技术现象在语义和方法上的清晰度,并有助于将人工智能系统和谐地融入国家的社会经济活动领域。因此,它可以作为进一步完善国家对人工智能发展的经济和法律监管的基础。
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引用次数: 0
Calculating permissible deviations of vibration accelerations of printed circuit assemblies by simulation modeling 通过模拟建模计算印刷电路组件振动加速度的允许偏差
Pub Date : 2023-12-14 DOI: 10.32362/2500-316x-2023-11-6-28-38
V. K. Bityukov, A. V. Dolmatov, A. A. Zadernovsky, A. I. Starikovsky, R. M. Uvaysov
Objectives. A variety of technical condition control methods are used in the production and operation of printed circuit assemblies (PCA) for radio-electronic means (REM). The main methods are optical, electrical, and thermal. However, not all possible defects can be detected using these methods. For example, a weakened PCA fastener in a block or the incorrect installation of an electric radioelement (ERE) on a printed circuit board (PCB) can be detected only by analyzing the mechanical characteristics of the REM. These factors, in particular, are the values of the vibration acceleration amplitudes on ERE or at selected PCB control points (hereinafter referred to as the PCA vibration acceleration amplitude). In order to draw a conclusion about the presence of a defect, the measured values of the vibration acceleration amplitudes obtained as a result of testing PCA for the effects of harmonic vibration are compared with the permissible values calculated during the simulation of mechanical processes in PCA. This takes into account the variations in the physical and mechanical parameters of materials and geometric parameters of the PCA design. The aim of this paper is to determine the permissible values of PCA vibration acceleration amplitudes to be compared with the measured values.Methods. The Monte Carlo simulation method is used to calculate the permissible deviations of vibration accelerations. This consists in repeatedly calculating the values of the vibration acceleration amplitudes at random values of the physical and mechanical parameters of materials and geometric parameters of the PCA design within their tolerances.Results. Experimental verification of this method was carried out using the SolidWorks software for modeling mechanical processes. This enabled the tolerance values for PCA vibration acceleration at the control point at the first resonant frequency to be established and experimental data to be obtained when introducing various defects. The results of comparing the measured values with the calculated tolerance enabled conclusions to be made with regard to the possibility of detecting PCA defects.Conclusions. Using this method of calculating tolerances for the PCA vibration acceleration amplitude allows the presence of defects in REM that do not affect the electrical or thermal characteristics of REM to be determined, thus increasing the efficiency of technical condition control.
目的。在无线电电子设备(REM)印刷电路组件(PCA)的生产和运行过程中,使用了多种技术条件控制方法。主要方法有光学、电学和热学。然而,并非所有可能的缺陷都能通过这些方法检测出来。例如,只有通过分析 REM 的机械特性,才能检测出块中 PCA 紧固件的松动或印刷电路板 (PCB) 上无线电元件 (ERE) 的错误安装。这些因素尤其是 ERE 上或所选 PCB 控制点上的振动加速度振幅值(以下称为 PCA 振动加速度振幅)。为了得出是否存在缺陷的结论,需要将 PCA 谐振效应测试后获得的振动加速度振幅测量值与 PCA 机械过程模拟中计算出的允许值进行比较。这考虑到了材料的物理和机械参数以及 PCA 设计几何参数的变化。本文旨在确定 PCA 振动加速度振幅的允许值,以便与测量值进行比较。采用蒙特卡罗模拟法计算振动加速度的允许偏差。这包括在材料的物理和机械参数以及 PCA 设计的几何参数的公差范围内重复计算随机值下的振动加速度幅值。使用 SolidWorks 机械加工建模软件对该方法进行了实验验证。这样就能确定第一共振频率控制点 PCA 振动加速度的公差值,并在引入各种缺陷时获得实验数据。将测量值与计算公差进行比较后,得出了检测 PCA 缺陷可能性的结论。使用这种方法计算 PCA 振动加速度振幅的公差,可以确定 REM 中是否存在不影响 REM 电气或热特性的缺陷,从而提高技术条件控制的效率。
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引用次数: 0
Use of a spatially distributed in-phase antenna to increase the noise immunity of signal reception 使用空间分布式同相天线提高信号接收的抗噪能力
Pub Date : 2023-12-14 DOI: 10.32362/2500-316x-2023-11-6-39-46
G. V. Kulikov, Yuriy Polevoda, M. Kostin
Objectives. Radio-technical information transmission systems are widely used in various sectors of our life, not only for telecommunications and associated domestic needs, but also for the functioning of various special services, such as emergency response units, which increasingly use robotic complexes in the course of their work. In the event of an emergency, robot devices can be used to get in under rubble, in concrete pipes or other municipal facilities, which typically result in a sharp deterioration of the necessary conditions for the propagation of radio waves. In this regard, the problem of ensuring reliable communication with the robotic complex becomes rather acute. The aim of the present work is to reduce the effect of multipath propagation of radio waves in the communication channel under complex interference conditions.Methods. The methods of statistical radio engineering and mathematical modeling are used according to optimal signal reception theory.Results. The presented model for a multi-element, spatially-distributed, in-phase receiving antenna of various configurations, featuring an electronically adjustable radiation pattern, is designed to ameliorate the multipath nature of signal propagation. A simulation of a multipath communication channel was carried out in the presence of one main and three reflected beams of radio wave propagation, as well as with harmonic interference at two angles of its arrival and different frequency detuning relative to the frequency of the useful signal. The probability of a bit error when receiving discrete information using the proposed antenna is estimated.Conclusions. The proposed signal processing algorithm on the receiving side can be used to partially compensate for the influence of the multipath effect. As a result, the noise immunity of information reception in comparison with reception on an omnidirectional antenna with one antenna element increases: for a bit error probability of 10−3, the energy gain ranges from 2 dB for two beams to 7–10 dB for three or four beams. In the presence of concentrated harmonic interference in the radio channel, its simultaneous spatial (by the antenna) and spectral (by the demodulator) filtering is also observed, the effectiveness of which depends on the direction of arrival and the frequency detuning of the interference, which also leads to a significant decrease in the error probability.
目的。无线电技术信息传输系统广泛应用于我们生活的各个领域,不仅用于电信和相关的家庭需求,还用于各种特殊服务的运作,如应急响应单位,这些单位在工作过程中越来越多地使用机器人综合体。在紧急情况下,机器人设备可用于钻入瓦砾、混凝土管道或其他市政设施,这通常会导致无线电波传播的必要条件急剧恶化。在这方面,确保与机器人综合体进行可靠通信的问题变得相当尖锐。本研究的目的是在复杂的干扰条件下,减少无线电波在通信信道中的多径传播影响。方法:根据最佳信号接收理论,采用无线电统计工程和数学建模方法。所提出的多元件、空间分布式、不同配置的同相接收天线模型,具有电子可调辐射模式,旨在改善信号传播的多径特性。在无线电波传播的一个主波束和三个反射波束以及两个到达角度的谐波干扰和相对于有用信号频率的不同频率失谐的情况下,对多径通信信道进行了模拟。对使用拟议天线接收离散信息时出现误码的概率进行了估算。所提出的接收端信号处理算法可用于部分补偿多径效应的影响。因此,与使用一个天线元件的全向天线接收相比,信息接收的抗噪能力有所提高:误码率为 10-3 时,两个波束的能量增益为 2 dB,三个或四个波束的能量增益为 7-10 dB。在无线电信道中存在集中谐波干扰的情况下,也可以观察到其同时进行的空间(由天线)和频谱(由解调器)过滤,其效果取决于干扰的到达方向和频率失谐,这也会导致误码率显著下降。
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引用次数: 0
期刊
Russian Technological Journal
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