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Mathematical Description of the Arming Process of a Fuze Safety System
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作者 范宁军 马宝华 葛渭高 《Journal of Beijing Institute of Technology》 EI CAS 1993年第1期62-73,共12页
By determining the state variables of a fuze safety system,some mathematical models——the system of ordinary differential and functional differential equations about the system's arming process are founded in a s... By determining the state variables of a fuze safety system,some mathematical models——the system of ordinary differential and functional differential equations about the system's arming process are founded in a state space.Also,the arming states and restricted relations of the safety factors are described and some demonstrations are presented. 展开更多
关键词 FUZE state spaces/safety and arming system mathematical description
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Bayes Estimation of Parameter for the Safety Component Failure Model of the Safe Arming System of Missile
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作者 陈放 高培旺 马晓青 《Journal of Beijing Institute of Technology》 EI CAS 2000年第3期283-286,共4页
A Bayesian method is used to evaluate the component safety failure model parameter of the safe arming system of an air faced missile in flight. It was proved that Bayes estimation of the model parameter is coinciden... A Bayesian method is used to evaluate the component safety failure model parameter of the safe arming system of an air faced missile in flight. It was proved that Bayes estimation of the model parameter is coincident with the physical explanation of the prior probability density distribution of the random parameter. 展开更多
关键词 safe arming system of air faced missile safety component Bayes estimation
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基于ARM+FPGA的机载信息管理处理机设计 被引量:2
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作者 王健 郭霖佯 +4 位作者 何自豪 周立辉 陈家福 李欣琦 周浩 《火力与指挥控制》 北大核心 2025年第4期85-92,共8页
为实现飞机在执行战术任务时对格式化链路消息的接收处理、态势信息综合处理、载机平台信息采集、指令应答与信息回传、雷达目标定位等功能,设计一种基于ARM+FPGA架构机载信息管理处理机。介绍机载信息管理处理机具体功能和应用,从硬件... 为实现飞机在执行战术任务时对格式化链路消息的接收处理、态势信息综合处理、载机平台信息采集、指令应答与信息回传、雷达目标定位等功能,设计一种基于ARM+FPGA架构机载信息管理处理机。介绍机载信息管理处理机具体功能和应用,从硬件和软件设计两个方面对系统结构进行详细阐述,完成机载信息综合处理模块、RS422和ARINC429相关接口的软硬件设计工作,使得机载信息管理处理机能够实时处理机载电台、显控机、雷达、导航系统等相关设备的信息,并根据系统通信协议的要求完成各类型系统数据的实时接收、解析、检索和发送任务。通过对系统的联调联试和测试工作,发现达到系统各项指标要求并验证了其可行性和稳定性。 展开更多
关键词 机载处理机 RS422 ARINC429 FPGA arm
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金课背景下“ARM嵌入式开发及应用”课程建设实践与探索 被引量:1
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作者 郭斌 陈燕红 +2 位作者 侯文静 邓方江 胡春华 《无线互联科技》 2025年第16期119-123,共5页
文章针对“ARM嵌入式开发及应用”课程教学过程中学生目的性不明确、学习兴趣不足和实践能力较弱等问题,提出了以金课为背景的改革策略。通过“三个方面、两个维度和一个穿插”的改革方法细化了教学目标,分解了教学内容并与实践教学环... 文章针对“ARM嵌入式开发及应用”课程教学过程中学生目的性不明确、学习兴趣不足和实践能力较弱等问题,提出了以金课为背景的改革策略。通过“三个方面、两个维度和一个穿插”的改革方法细化了教学目标,分解了教学内容并与实践教学环节结合提高各维度的相关性;通过“三个基础、两个方向和一个落脚点”的实验教学改革,提升了学生的开发实践能力。该门课的改革旨在构建兼具高阶性、创新性和挑战度的金课教学模式。该模式显著提升了学生的学习参与度,加强了学生对ARM嵌入式开发环节中的需求分析、硬件选型、应用编程、系统调试与测试等知识的掌握,从而满足新工科人才培养的要求。 展开更多
关键词 arm 教学改革 STM32 实践教学
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基于国产ARM的新型工业读码器系统的设计
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作者 王正家 庄健 +1 位作者 肖喆 何涛 《电子器件》 2025年第3期541-548,共8页
为了满足当前工业读码器发展中低功耗、低成本以及高可靠性和强适应性的要求,提出一种基于国产ARM处理器的新型工业读码器系统的设计方案。该方案重点阐述了新型工业读码器系统的整体功能架构与硬件电路设计方案,介绍了系统软件的主要... 为了满足当前工业读码器发展中低功耗、低成本以及高可靠性和强适应性的要求,提出一种基于国产ARM处理器的新型工业读码器系统的设计方案。该方案重点阐述了新型工业读码器系统的整体功能架构与硬件电路设计方案,介绍了系统软件的主要模块、条码识别算法以及相关重要功能设计。并对该读码器系统进行了实际应用测试,测试结果表明,该方案设计下的工业读码器系统具有更低功耗,具体为3.5 W;具有较强的环境适应性和可靠性,整体结构小巧,满足大部分工业场景下的使用。 展开更多
关键词 arm 国产 工业读码器 低功耗 可靠性
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基于ARM的电机运行状态智慧监测设计
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作者 杨洋 《现代工业经济和信息化》 2025年第4期89-90,共2页
提出了一种基于ARM的数据采集传输系统,以满足电机在线监测系统的需求。该系统采用32位ARMCortex-M4微处理器作为核心,实现了对电机电压、电流、振动和温度等多路信号的实时监测和报警功能。同时,系统支持通过以太网与上位机通信,实现... 提出了一种基于ARM的数据采集传输系统,以满足电机在线监测系统的需求。该系统采用32位ARMCortex-M4微处理器作为核心,实现了对电机电压、电流、振动和温度等多路信号的实时监测和报警功能。同时,系统支持通过以太网与上位机通信,实现数据的存储、传输和处理。还利用Qt框架编写了上位机软件,提供了电机数据的在线采集、显示和存储等功能,为电机的在线监测和故障分析提供了有力支持。 展开更多
关键词 arm 嵌入式系统 电机 在线监测
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嵌入式系统的周期精确级仿真--基于 SystemC 对 ARM7TDMI 核的仿真 被引量:1
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作者 张量 张尧弼 《微型电脑应用》 2005年第11期37-40,5,共4页
本文提出了利用 SystemC 语言对嵌入式系统进行周期精确级仿真的思路。通过对现有嵌入式系统仿真平台的比较 研究,论述了周期精确级仿真的意义和选取 SystemC 语言构建仿真平台的理由。描述了 SystemC 工具的基本架构,然后介绍了笔 者... 本文提出了利用 SystemC 语言对嵌入式系统进行周期精确级仿真的思路。通过对现有嵌入式系统仿真平台的比较 研究,论述了周期精确级仿真的意义和选取 SystemC 语言构建仿真平台的理由。描述了 SystemC 工具的基本架构,然后介绍了笔 者对 ARM7TDMI 核的具体仿真过程,最后,对仿真平台如何用于调试进行了展望。 展开更多
关键词 嵌入式系统仿真 周期精确 systemC arm7TDMI核
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ANALYSIS OF LEVER ARM EFFECTS IN GPS/IMU INTEGRATION SYSTEM 被引量:8
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作者 LiuJianye HeXiufeng 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2002年第1期59-64,共6页
Disturbance specific force caused by the lever arm ef-fects in integration navigation system is investigated,Navigation errors eaused by the lever arm effects have been demonstrated under three flinght scenarios of th... Disturbance specific force caused by the lever arm ef-fects in integration navigation system is investigated,Navigation errors eaused by the lever arm effects have been demonstrated under three flinght scenarios of the air-craft.Analytical under three flight scenarios of the ari-craft.Analytical results show that disturbance specific force resulted from lever arm effects may become one of the major error sources while an aircraft undertakes the maneuvers,and mavigation errors caused by the lever arm effects accumulate rapidly with time.Therefore,a com-pensation method must be taken into account to eliminate the disturbance specific force caused by the lever arm ef-fects in integration navigation system. 展开更多
关键词 GPS INS lever arm error ANALYSIS simula-tion 全球定位系统 惯性导航系统 飞机 杆臂效应 导航误差 组合导航系统
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Design of Gamma Spectrum Data Acquisition and Processing System Based on ARM / DSP 被引量:1
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作者 Jian-Feng He Fang Fang +1 位作者 Yue-Shun He Bin Tang 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2013年第2期27-32,共6页
Research for detecting or obtaining radionuclide by gamma energy spectrum data acquisition and process system is one of the key issues about intelligent measurement of gamma-ray spectrum. For this reason, a software a... Research for detecting or obtaining radionuclide by gamma energy spectrum data acquisition and process system is one of the key issues about intelligent measurement of gamma-ray spectrum. For this reason, a software and hardware implementation schematic design based on ARM ( Advanced RISC Machines) + DSP ( Digital Signal Processor) architecture for gamma energy spectrum data acquisition and processing system is proposed. The paper discusses in detail some key technologies such as communication interface design between microcontroller ARM and digital signal processor DSP,distribution scheduling under multi-task in the ARM-Linux,DSP handling procedures for multi-channel A / D high-speed sample. At the same time,because the traditional Gaussian fitting to determine the boundary of peak is not ideal,it puts forward a weighting factor of Gaussian function least squares fitting realize boundary determined. Finally gamma-spectrum data from sodium iodide NaI( TI) scintillation detector is tested and processed in the new system. The results show that gamma energy spectrum data acquisition and process system is perfect functionality, stable and convergence in unimodal. Compared with data from conventional energy spectrometers,the system can keep better energy resolution in a wide range of pulse pass rate. 展开更多
关键词 GAMMA spectrum data ACQUISITION and processing arm + DSP architecture arm-LINUX energy SPECTROMETERS
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Hybrid Kalman and unscented Kalman filters for INS/GPS integrated system considering constant lever arm effect 被引量:1
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作者 常国宾 柳明 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第2期575-583,共9页
In inertial navigation system(INS) and global positioning system(GPS) integrated system, GPS antennas are usually not located at the same location as the inertial measurement unit(IMU) of the INS, so the lever arm eff... In inertial navigation system(INS) and global positioning system(GPS) integrated system, GPS antennas are usually not located at the same location as the inertial measurement unit(IMU) of the INS, so the lever arm effect exists, which makes the observation equation highly nonlinear. The INS/GPS integration with constant lever arm effect is studied. The position relation of IMU and GPS's antenna is represented in the earth centered earth fixed frame, while the velocity relation of these two systems is represented in local horizontal frame. Due to the small integration time interval of INS, i.e. 0.1 s in this work, the nonlinearity in the INS error equation is trivial, so the linear INS error model is constructed and addressed by Kalman filter's prediction step. On the other hand, the high nonlinearity in the observation equation due to lever arm effect is addressed by unscented Kalman filter's update step to attain higher accuracy and better applicability. Simulation is designed and the performance of the hybrid filter is validated. 展开更多
关键词 inertial navigation system global positioning system(GPS) integrated system lever arm effect Kalman filter unscented Kalman filter
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Using Adaptive Gain Scheduling LQR Method Control of Arm Driven Inverted Pendulum System Based on PIC18F4431 被引量:1
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作者 Huu Chan Thanh Nguyen An-Wen Shen 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2013年第4期85-92,共8页
The arm driven inverted pendulum system is a highly nonlinear model, muhivariable and absolutely unstable dynamic system so it is very difficult to obtain exact mathematical model and balance the inverted pendulum wit... The arm driven inverted pendulum system is a highly nonlinear model, muhivariable and absolutely unstable dynamic system so it is very difficult to obtain exact mathematical model and balance the inverted pendulum with variable position of the ann. To solve this problem, this paper presents a mathematical model for arm driven inverted pendulum in mid-position configuration and an adaptive gain scheduling linear quadratic regulator control method for the stabilizing the inverted pendulum. The proposed controllers for arm driven inverted pendulum are simulated using MATLAB-SIMULINK and implemented on an experiment system using PIC 18F4431 mieroeontroller. The result of experiment system shows the control performance to be very good in a wide range stabilization of the arm position. 展开更多
关键词 arm Driven Inverted Pendulum (ADIP) adaptive gain scheduling LQR control LQR control swing up pendlum
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基于ARM架构的多道分析系统研制
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作者 王浩祯 吝守龙 +21 位作者 郭佳承 贾世海 张昀昱 胡守扬 周静 孙鹏飞 宋金兴 陈雷 智宇 赵明锐 靳尚泰 卢志永 邓桂华 庄晓 许天驹 蒋涛 杜泳熙 李沛玉 张洞明 杨智棋 赵永刚 李笑梅 《核电子学与探测技术》 北大核心 2025年第11期1632-1640,共9页
多道分析技术在硅探测器、闪烁体探测器与气体探测器研究领域具有广泛应用,主要用于信号采集与数据分析。本文以ARM架构为核心,结合高精度峰值保持电路与基于Qt框架的PC端数据采集软件,设计并研制了一种多道分析系统。峰值保持电路实现... 多道分析技术在硅探测器、闪烁体探测器与气体探测器研究领域具有广泛应用,主要用于信号采集与数据分析。本文以ARM架构为核心,结合高精度峰值保持电路与基于Qt框架的PC端数据采集软件,设计并研制了一种多道分析系统。峰值保持电路实现了脉冲峰值的高精度保持、自放电控制,同时支持可调保持时间以适配不同应用场景;核心数据采集模块负责脉冲信号数字化采集、实时计数率显示及以太网传输控制。硬件设计中引入了可调脉冲幅度甄别、DMA直接存储访问、均值滤波及峰值提取算法,优化了系统资源、提高数据精度并降低虚假事件率;基于Qt框架的PC端软件实现了数据采集、能谱在线绘制和计数率实时显示等功能。测试结果表明,系统的响应线性拟合优度R^(2)为0.9999,积分非线性(INL)为0.06%;在^(55)Fe放射源条件下,微结构气体探测器能量分辨率为16.17%(@5.9 keV)。结果证明了该系统的良好线性度和稳定性,展现了其在核探测领域的应用价值。 展开更多
关键词 arm架构 多道分析 峰值保持 Qt框架
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规则导向的ARM到RISC-V intrinsics函数迁移
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作者 蒲文濠 朱家鑫 +1 位作者 陈伟 李慧 《广西大学学报(自然科学版)》 北大核心 2025年第2期336-348,共13页
RISC-V是当前学术界与产业界重点关注的新一代精简指令集架构,为了加速RISC-V软件生态的构建,将ARM架构软件移植到RISC-V架构是一种高效且实用的策略。其中intrinsics函数作为优化代码的常用方式之一被广泛使用。针对现有ARM NEON intri... RISC-V是当前学术界与产业界重点关注的新一代精简指令集架构,为了加速RISC-V软件生态的构建,将ARM架构软件移植到RISC-V架构是一种高效且实用的策略。其中intrinsics函数作为优化代码的常用方式之一被广泛使用。针对现有ARM NEON intrinsics函数迁移工具适配版本低、覆盖函数少、适用软件范围有限等问题,提出一种基于ARM NEON到RISC-V向量扩展的完整数据类型映射与1 618条intrinsics函数映射关系的迁移方法,有效弥补了现有ARM NEON intrinsics函数迁移领域的不足。实验结果表明,所建立的映射关系覆盖各类软件中常用的intrinsics函数,能有效满足广泛的各类软件包迁移需求。基于该映射关系,提出了相应的自动迁移方法,实现了不修改或仅修改少量代码的迁移效果。 展开更多
关键词 RISC-V arm NEON RVV intrinsics函数 软件迁移 函数迁移
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基于FPGA和ARM架构的超声波流量测量系统
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作者 赵宇航 崔永俊 +2 位作者 王红亮 全贺 高春林 《仪表技术与传感器》 北大核心 2025年第6期67-71,共5页
针对当下国内超声流量测量系统的发展现状,提出了一套超声波流量测量系统的国产化设计。该系统依据时差法测量原理分别制定了软硬件设计方案,采用自上向下的方式进行硬件系统功能模块设计,选用型号为EG4S20BG256的国产FPGA和型号为GD32F... 针对当下国内超声流量测量系统的发展现状,提出了一套超声波流量测量系统的国产化设计。该系统依据时差法测量原理分别制定了软硬件设计方案,采用自上向下的方式进行硬件系统功能模块设计,选用型号为EG4S20BG256的国产FPGA和型号为GD32F407VGT6的国产ARM处理器,将FPGA和嵌入式微处理器优势相结合,制定数据处理方案和系统操作方案,全国产化设计,技术自主可控。测试结果表明:该系统可测量管道口径范围为20~2 000 mm,流速测量范围能覆盖至0.1~8.0 m/s,流速测量相对误差不超过±1%,满足设计需求。 展开更多
关键词 超声波流量 国产化 FPGA arm 互相关 融合滤波
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A Device Monitoring System Based on ARM Upper Computer and WIFI Transmission
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作者 Mingbo Zhao Song Yan Qingrui Miao 《Journal of Computer and Communications》 2019年第9期72-82,共11页
With the widespread application of WIFI networks and embedded system technology, the device monitoring system based on Embedded System and wireless network came into being. In this paper, we introduce a device monitor... With the widespread application of WIFI networks and embedded system technology, the device monitoring system based on Embedded System and wireless network came into being. In this paper, we introduce a device monitoring system based on ARM upper computer and WIFI transmission, and we tested this system on workshop equipment. The hardware adopts ARM Cortex-A8 processor architecture of TI company as the main control chip, using IAC-335X-Kit development board for system design, external USB camera module and WIFI wireless module for video capture and data transmission. The software is based on embedded Linux as the platform. The system will collect production data accurately and objectively, and the statistical analysis. At the same time, the system uses QT to develop the upper computer software GUI interface. Compared with the traditional system based on the wired network, our design is more convenient and flexible, which reduces the implementation restriction and maintenance cost of traditional network cabling. 展开更多
关键词 arm UPPER COMPUTER WIFI TRANSMISSION Embedded system QT
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Prevalence of post-traumatic stress disorder and depressive symptoms among civilians residing in armed conflict-affected regions:a systematic review and meta-analysis
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作者 Syed Hassan Ahmed Aabia Zakai +3 位作者 Maha Zahi Muhammad Youshay Jawad Rui Fu Michael Chaiton 《General Psychiatry》 CSCD 2024年第3期324-334,共11页
Background Globally,populations afflicted by armed conflict are known to have high rates of mental health disorders.Aims This meta-analysis aims to estimate the prevalence of post-traumatic stress disorder(PTSD)and de... Background Globally,populations afflicted by armed conflict are known to have high rates of mental health disorders.Aims This meta-analysis aims to estimate the prevalence of post-traumatic stress disorder(PTSD)and depressive symptoms among civilians residing in armed conflictaffected regions.Methods This meta-analysis was conducted in accordance with the Preferred Reporting Items forSystematic Reviews and Meta-Analyses.A literature search employing MEDLINE(R),Embase Classic+Embase,APA PsyclNFO,Ovid Healthstar,Journal@Ovid Full Text,Cochrane,PTSDpubs and CINAHL was conducted from inception until 19 March 2024 to identify relevant studies.Quality assessment was performed using the Joanna Briggs Institute Critical Appraisal Checklist for Prevalence Studies,and a Comprehensive Meta-Analysiswas usedto conduct the statistical analysis.Results The search yielded 38595 articles,of which 57 were considered eligible for inclusion.The included studies comprised data from 64596 participants.We estimated a prevalence of 23.70%(95%CI 19.50%to28.40%)forPTSD symptomsand 25.60%(95%Cl 20.70%to 31.10%)for depressive features among war-afflicted civilians.The subgroup analysis based on time since the war and the country's economic status revealed the highest prevalence for both PTSD and depressive symptoms was present during the years of war and in low/middle-incomecountries.Conclusions The results of this study provide conclusive evidence of the detrimental impacts of armed conflict on mental health outcomes.Hence,it is crucial to emphasise the significance of both physical and mental health in the aftermath of war and take appropriate humanistic measures to overcome challenges in the management of psychiatric illnesses. 展开更多
关键词 analysis stress armed
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Arm架构的分支预测器隐蔽信道研究
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作者 杨毅 吴凭飞 +7 位作者 邱朋飞 王春露 赵路坦 张锋巍 王博 吕勇强 王海霞 汪东升 《信息安全学报》 2025年第1期1-16,共16页
隐蔽信道是一种在不违背计算机当前安全策略的前提下,在进程间传递信息的攻击方式。共两个进程参与到隐蔽信道的构建中:木马进程和间谍进程,具有高权限的木马进程通过隐蔽信道向低权限的间谍进程传递信息以完成攻击。隐蔽信道的传输介... 隐蔽信道是一种在不违背计算机当前安全策略的前提下,在进程间传递信息的攻击方式。共两个进程参与到隐蔽信道的构建中:木马进程和间谍进程,具有高权限的木马进程通过隐蔽信道向低权限的间谍进程传递信息以完成攻击。隐蔽信道的传输介质种类很多,如时间、功耗、温度等。在现代处理器中,分支预测器作为重要的微架构组件,有效提高了处理器的流水线效率,但由于分支预测器在核内的多进程间共享,使得其存在被用于构建隐蔽信道的风险。目前Intel x86架构已被发现存在基于分支预测器的隐蔽信道攻击,但是Arm架构是否存在相似的攻击还没有得到充分的研究。本文中,我们成功在Arm架构的实际硬件平台上构建了三种基于分支预测器的隐蔽信道。首先我们在Arm架构下设计并实现了类似于x86架构下的基于分支预测器的隐蔽信道CC和RSC,其次我们发现了一个新的基于分支预测组件BTB的隐蔽信道BTBC。我们评估并分析了隐蔽信道参数对信道性能的影响及其成因,并给出参数设置建议。在Cortex-A53及Cortex-A72两种核心上,我们对三种隐蔽信道的信号特性、传输速率和误码率进行了测试和对比分析。实验表明在实际的Arm架构硬件平台下,BTBC的传输信号边缘清晰,震荡幅度小。在连续传输数据时表现出与CC和RSC近似的信道性能,并且在两种核心上均可以低误码率进行数据传输,其在200bps的传输速率下,仅有2%的误码率。最后我们还给出了对于此类隐蔽信道的防御措施。 展开更多
关键词 arm架构 分支预测器 隐蔽信道
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System design of a dexterous lightweight robot arm with remote control
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作者 Li Tian Sun Kui Jiang Zainan Xie Zongwu Liu Hong 《High Technology Letters》 EI CAS 2012年第3期248-255,共8页
This paper presents a novel remote controlled dexterous robot arm with 6 degrees of freedom (DOF). As a highly integrated mechatronics system, sensors and their signal processing system are integrated inside each jo... This paper presents a novel remote controlled dexterous robot arm with 6 degrees of freedom (DOF). As a highly integrated mechatronics system, sensors and their signal processing system are integrated inside each joint. To lighten the weight, almost all mechanical parts are made of aluminum and the robot control system is placed outside. The modular concept is adopted during the robot design process for time and cost saving. Considering the much greater torque acted on the two shoulder joints, the joint shells are strengthened in the design to increase joint stiffness and suppress system vibration. Meanwhile, to simplify the maintenance, a new spring pins electronic connector is designed to disassemble every joint, connector and link independently without cutting any cables. The teleoperation technology enables the robot to offer more convenient service definitely for people' s daily life. Virtual reality technology is used to solve the time delay problem during teleoperation. Finally, two typical daily chore experiments are implemented to prove the manipulation ability of the dexterous robot arm. 展开更多
关键词 dexterous robot arm LIGHTWEIGHT modular joint virtual reality l multisensory ca-pability
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基于轻量化CNN的调制识别及其在ARM Cortex-M嵌入式平台的应用
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作者 代滔滔 佃松宜 郭斌 《计算机应用与软件》 北大核心 2025年第4期263-270,共8页
针对无线通信中的调制信号识别,提出一种基于卷积神经网络(Convolutional Neural Network,CNN)的轻量化CNN调制识别算法,该算法利用连续多次卷积运算提取信号的空间特征,利用全连接层对特征进行维度映射,通过Softmax层输出识别概率,实... 针对无线通信中的调制信号识别,提出一种基于卷积神经网络(Convolutional Neural Network,CNN)的轻量化CNN调制识别算法,该算法利用连续多次卷积运算提取信号的空间特征,利用全连接层对特征进行维度映射,通过Softmax层输出识别概率,实现对多类信号调制方式的识别。将训练好的轻量化CNN模型经X-CUBE-AI压缩后部署到STM32F405RGT6嵌入式微控制器中,并使用RADIOML2016.10a数据集对部署后的模型进行性能测试。实验结果表明,设计的轻量化CNN模型仅占用1474.6 KiB Flash和150 KiB RAM,与其他深度学习网络模型相比具有较少的参数量,在信噪比为0 dB及以上时识别准确率最高可达81.8%,且在ARM Cortex-M嵌入式平台上可以取得和PC平台相媲美的调制信号识别效果,验证了该算法的有效性和可行性。 展开更多
关键词 调制信号识别 卷积神经网络 轻量化CNN 部署 arm Cortex-M
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A DoS Attacks Detection Aglorithm Based on Snort-BASE for Robotic Arm Control Systems
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作者 Nana Li Yong Wang +2 位作者 Pengfei Shen Shuangfei Li Lin Zhou 《Journal of Computer and Communications》 2022年第4期1-13,共13页
In response to the frequent safety accidents of industrial robots, this paper designs and implements a safety detection system for robot control. It can perform real-time security detection of robot operations on indu... In response to the frequent safety accidents of industrial robots, this paper designs and implements a safety detection system for robot control. It can perform real-time security detection of robot operations on industrial production lines to improve the security and reliability of robot control systems. This paper designs and implements a robot control system based Snort-BASE for real-time online detection of DoS attacks. The system uses a six-degree-of-freedom robotic arm as an example, uses Snort to record the network communication data of the robot arm control system in real time, and filters the network traffic through self-defined rules, and then uses the BASE analysis platform to achieve security analysis of the network traffic. The solution verifies the effectiveness of online real-time detection of attacks and visualisation of attack records by designing simulated robotic arm and real robotic arm attack experiments respectively, thus achieving the security of network communication of the robot remote control system. 展开更多
关键词 Robotic arms Remote Control systems Cyber Attacks BASE SNORT Security Protection
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