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多策略优化白鲸算法的TDOA定位算法
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作者 彭铎 张筱筱 +1 位作者 杜红林 张明虎 《物联网技术》 2026年第1期15-20,25,共7页
针对到达时间差(TDOA)定位中非线性优化导致的误差较大问题,设计了一种融合多策略优化机制的改进白鲸算法,用于解决TDOA定位问题。首先,引入SPM混沌映射构建初始化种群以增加种群的多样性;其次,利用非线性收敛因子和切线飞行策略,有效... 针对到达时间差(TDOA)定位中非线性优化导致的误差较大问题,设计了一种融合多策略优化机制的改进白鲸算法,用于解决TDOA定位问题。首先,引入SPM混沌映射构建初始化种群以增加种群的多样性;其次,利用非线性收敛因子和切线飞行策略,有效探索搜索空间,进一步提升算法寻优的准确性,平衡局部和全局搜索能力;最后,采用动态适应距离平衡(DFDB)策略,使算法更好地适应复杂环境,跳出局部最优,改善收敛精确性。将改进算法与其他五种算法在八个经典基准函数中进行仿真实验,实验结果表明,改进算法具有良好的寻优能力和收敛精度。为验证改进算法的实用性,将其应用于TDOA定位中,结果表明,改进算法、Chan算法、Taylor算法、BWO算法的平均定位误差分别为16%、72%、66%和25%,说明改进算法具有更高的定位精度,具有一定实用性。 展开更多
关键词 tdoa定位 白鲸优化算法 SPM混沌映射 切线飞行 DFDB策略 非线性收敛因子
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PASSIVE LOCATION AND ACCURACY ANALYSIS USING TDOA INFORMATION OF MULTI-STATIONS 被引量:3
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作者 杨林 周一宇 孙仲康 《Chinese Journal of Aeronautics》 SCIE EI CSCD 1998年第1期38-44,共7页
PASSIVELOCATIONANDACCURACYANALYSISUSINGTDOAINFORMATIONOFMULTI┐STATIONSYangLin(杨林),ZhouYiyu(周一宇),SunZhongkang... PASSIVELOCATIONANDACCURACYANALYSISUSINGTDOAINFORMATIONOFMULTI┐STATIONSYangLin(杨林),ZhouYiyu(周一宇),SunZhongkang(孙仲康)(Instituteof... 展开更多
关键词 positioning devices locates system passive location tdoa accuracy analysis GDOP
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基于自适应声速调节的TDOA定位算法
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作者 姜生 杨飞燕 柴群 《科学技术创新》 2026年第4期97-100,共4页
针对传统TDOA定位技术仅考虑恒定声速带来的水下定位误差问题,论文提出一种基于自适应声速调节的TDOA定位方法。通过将声速分别建模成基于盐度、温度和压力的函数来自适应调节声速,以适应水下复杂环境对TDOA定位技术的影响。与现有的SFD... 针对传统TDOA定位技术仅考虑恒定声速带来的水下定位误差问题,论文提出一种基于自适应声速调节的TDOA定位方法。通过将声速分别建模成基于盐度、温度和压力的函数来自适应调节声速,以适应水下复杂环境对TDOA定位技术的影响。与现有的SFDM、JTSL和STFDs定位方法进行仿真实验对比,在距离基站300 m的水下环境中,论文提出的方法在X轴方向上的EPE精度达到0.91 m,分别优于上述三种方法8.61m、1.59 m和0.4 m,在Y轴方向上的EPE精度达到0.94 m,分别优于上述方法9.8 m、1 m和0.03 m。实验结果表明,论文提出的方法显著提升了水下定位精度和鲁棒性,有效解决了水下物联网系统定位中的核心挑战。 展开更多
关键词 tdoa定位技术 自适应声速调节 定位误差 水下物联网系统
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融合RSSI-TDOA的煤矿井下机车定位 被引量:1
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作者 赵斌 付帅 +1 位作者 高丽霞 李森森 《测绘通报》 北大核心 2025年第6期84-89,122,共7页
针对矿井转辙机无线控制中需要对道岔区域内机车精准定位的问题,本文提出了一种融合接收信号强度指示(RSSI)和到达时间差(TDOA)的远距离无线电(LoRa)辅助定位方法。首先,根据改进的路径损耗因子建立了RSSI测距模型,并通过基于卡尔曼滤... 针对矿井转辙机无线控制中需要对道岔区域内机车精准定位的问题,本文提出了一种融合接收信号强度指示(RSSI)和到达时间差(TDOA)的远距离无线电(LoRa)辅助定位方法。首先,根据改进的路径损耗因子建立了RSSI测距模型,并通过基于卡尔曼滤波、高斯滤波、中值滤波和均值滤波的混合滤波方法减少噪声影响;然后,采用加权质心三边定位算法初步确定机车坐标;最后,通过TDOA泰勒级数迭代法优化定位精度。试验结果表明,经过混合滤波处理后,在25 m范围内的测距误差小于1.5 m,优化后的矿机车定位坐标精度优于0.1 m。试验表明,融合算法相较于单一RSSI定位算法提升了定位精度,为矿机车在道岔区域的精准定位提供了新的解决方案,提升了矿井转辙机无线控制系统的安全性和可靠性。 展开更多
关键词 矿车定位 测距算法 混合滤波算法 RSSI tdoa LoRa 无线通信
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基于TDOA的无人机遗传定位算法研究 被引量:2
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作者 李首庆 赵梓舜 《中国民航飞行学院学报》 2025年第3期38-42,69,共6页
发现并定位无人机是实现对无人机有效监管和反制的前提条件。基于此,本研究选择TDOA(时间差分定位)技术作为无源定位方法,采用均方误差(MSE)作为定位精度的衡量指标,研究了基于TDOA的遗传定位算法,并提出k均值交叉算子来优化后代。实验... 发现并定位无人机是实现对无人机有效监管和反制的前提条件。基于此,本研究选择TDOA(时间差分定位)技术作为无源定位方法,采用均方误差(MSE)作为定位精度的衡量指标,研究了基于TDOA的遗传定位算法,并提出k均值交叉算子来优化后代。实验表明,在理想高斯环境下该算法具有良好的定位精度和抗干扰性,在10dB噪声干扰内,三基站锐角的布站方式拥有最佳定位效果。 展开更多
关键词 无人机 无源定位 tdoa 遗传算法
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传感器十字形锚节点布局的异步TDOA定位算法
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作者 张昊 《佳木斯大学学报(自然科学版)》 2025年第12期68-71,共4页
无线传感器网络的研究和应用里,定位有着不可忽视的重要性。采用十字传感器网络模型,在十字位置处放置锚节点,把传感器节点设为接收节点,使用异步定位算法(TDOA)算法。此算法去除了定位中需要的时间同步的需求,简化了系统,采用单次泰勒... 无线传感器网络的研究和应用里,定位有着不可忽视的重要性。采用十字传感器网络模型,在十字位置处放置锚节点,把传感器节点设为接收节点,使用异步定位算法(TDOA)算法。此算法去除了定位中需要的时间同步的需求,简化了系统,采用单次泰勒级数迭代优化的方式提高定位精度。仿真实验结果表明,算法定位均方根误差在大多数情况下与CRB理论下限值非常接近,表明定位结果是有效可靠的。 展开更多
关键词 传感器 跳距定位 CRB评估 tdoa算法 锚节点
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基于PSO拟合计算的脉冲声目标TDOA估计方法
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作者 程宇 李远文 窦忠才 《电声技术》 2025年第9期39-44,共6页
针对脉冲声目标方位估计,提出一种基于粒子群优化(Particle Swarm Optimization,PSO)拟合计算的脉冲声目标到达时间差(Time Difference Of Arrival,TDOA)估计方法,提升脉冲声目标方位估计过程中的稳定性及方位估计精度。该方法基于不同... 针对脉冲声目标方位估计,提出一种基于粒子群优化(Particle Swarm Optimization,PSO)拟合计算的脉冲声目标到达时间差(Time Difference Of Arrival,TDOA)估计方法,提升脉冲声目标方位估计过程中的稳定性及方位估计精度。该方法基于不同阵元的空间分布位置计算各阵元接收声信号时的时间差,通过广义互相关-相位变换(Generalized Cross Correlation Phase Transformation,GCC-PHAT)方法估计各通道采集信号的时间差。以两种方法计算的时间差差值最小化构建粒子群算法的适应度函数,通过粒子群优化求解方位角与仰角,提升方位估计性能。实验室数据仿真结果及外场测试结果验证了方法的有效性。 展开更多
关键词 方位估计 粒子群优化(PSO)拟合 到达时间差(tdoa)
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传感器浮动状态下的TDOA/FDOA无源水声定位方法 被引量:1
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作者 王杰 张亚 +2 位作者 李世中 李浪 刘洋 《兵器装备工程学报》 北大核心 2025年第2期188-195,243,共9页
针对在无源水声定位的研究中存在的传感器在水下的位置浮动导致的定位不精确的问题,基于两步加权最小二乘法,提出了一种联合到达时间差和到达频率差的无源水声目标定位改进方法。该方法首先通过泰勒级数展开的最小加权二乘法对目标的位... 针对在无源水声定位的研究中存在的传感器在水下的位置浮动导致的定位不精确的问题,基于两步加权最小二乘法,提出了一种联合到达时间差和到达频率差的无源水声目标定位改进方法。该方法首先通过泰勒级数展开的最小加权二乘法对目标的位置和速度进行初步估计,然后在第一步的基础上构建了新的定位误差方程,调整估计值,获得最优的运动目标参数估计。通过理论分析证明了传感器浮动状态下,该方法在小噪声时可以达到对应的克拉美罗下界,仿真结果表明,该方法具备更好的鲁棒性,优于已有方法,能够更好地实现对水下运动目标的位置和速度估计。 展开更多
关键词 无源水声定位 tdoa/FDOA 泰勒级数展开 传感器浮动 CRLB
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Geometric Error Identification of Gantry-Type CNC Machine Tool Based on Multi-Station Synchronization Laser Tracers 被引量:5
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作者 Jun Zha Huijie Zhang 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2024年第2期150-162,共13页
Laser tracers are a three-dimensional coordinate measurement system that are widely used in industrial measurement.We propose a geometric error identification method based on multi-station synchronization laser tracer... Laser tracers are a three-dimensional coordinate measurement system that are widely used in industrial measurement.We propose a geometric error identification method based on multi-station synchronization laser tracers to enable the rapid and high-precision measurement of geometric errors for gantry-type computer numerical control(CNC)machine tools.This method also improves on the existing measurement efficiency issues in the single-base station measurement method and multi-base station time-sharing measurement method.We consider a three-axis gantry-type CNC machine tool,and the geometric error mathematical model is derived and established based on the combination of screw theory and a topological analysis of the machine kinematic chain.The four-station laser tracers position and measurement points are realized based on the multi-point positioning principle.A self-calibration algorithm is proposed for the coordinate calibration process of a laser tracer using the Levenberg-Marquardt nonlinear least squares method,and the geometric error is solved using Taylor’s first-order linearization iteration.The experimental results show that the geometric error calculated based on this modeling method is comparable to the results from the Etalon laser tracer.For a volume of 800 mm×1000 mm×350 mm,the maximum differences of the linear,angular,and spatial position errors were 2.0μm,2.7μrad,and 12.0μm,respectively,which verifies the accuracy of the proposed algorithm.This research proposes a modeling method for the precise measurement of errors in machine tools,and the applied nature of this study also makes it relevant both to researchers and those in the industrial sector. 展开更多
关键词 Multi-point positioning multi-station synchronization CNC machine tool Geometric error Error separation
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Aviation multi-station collaborative detecting based on time-frequency correlation of data-link 被引量:1
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作者 Bo Wang Xiaolong Liang +1 位作者 Liang Wei Pingni Liu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2017年第5期827-840,共14页
As an important application research topic of the intelligent aviation multi-station, collaborative detecting must overcome the problem of scouting measurement with status of 'fragmentation', and the NP-hardne... As an important application research topic of the intelligent aviation multi-station, collaborative detecting must overcome the problem of scouting measurement with status of 'fragmentation', and the NP-hardness problem of matching association between target and measurement in the process of scouting to data-link, which has complicated technical architecture of network construction. In this paper, taking advantage of cooperation mechanism on signal level in the aviation multi-station sympathetic network, a method of obtaining target time difference of arrival (TDOA) measurement using multi-station collaborative detecting based on time-frequency association is proposed. The method can not only achieve matching between target and its measurement, but also obtain TDOA measurement by further evolutionary transaction through refreshing sequential pulse time of arrival (TOA) measurement matrix for matching and correlating. Simulation results show that the accuracy of TDOA measurement has significant superiority over TOA, and detection probability of false TDOA measurement introduced by noise and fake measurement can be reduced effectively. 展开更多
关键词 data-link time-frequency correlation aviation multistation synergistic detection time difference of arrival (tdoa)
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Stroke optimization of a novel multi-station rotary polishing robot based on workspace analysis 被引量:1
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作者 李东京 Wei Wang +2 位作者 Wang Qilong Hao Daxian Jin Hui 《High Technology Letters》 EI CAS 2018年第3期313-321,共9页
In order to meet the polishing requirement of faucets and other products,a novel multi-station rotary polishing robot is designed,which is a PPPR + RR type of degree of freedom( DOF) distribution structure,and is simi... In order to meet the polishing requirement of faucets and other products,a novel multi-station rotary polishing robot is designed,which is a PPPR + RR type of degree of freedom( DOF) distribution structure,and is similar to dual-arm robot. Forward and inverse kinematic analysis is carried out by robot modeling. In order to make this robot structure more compact,first of all,X,Y and Z three moving degrees of freedom( DOF) limit stroke polishing need is calculated by using an artificial fish swarm algorithm,which analyzes dexterous workspace of this robot. Then,on the basis of the above analysis,the three DOF stroke is optimized. Simulation and polishing experimental results verify that this polishing robot with optimized stroke parameters can meet the polishing needs of faucets and other bathroom pieces. 展开更多
关键词 multi-station rotary table polishing robot dexterous workspace analysis stroke optimization dual-arm robot artificial fish swarm algorithm (AFSA)
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基于UWB的TOF与TDOA井下联合定位方法 被引量:1
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作者 陈贤 《煤矿安全》 北大核心 2025年第2期220-225,共6页
现有矿用人员精确定位系统主要采用UWB定位技术,其中仅应用TOF的定位方法需要基于2个定位分站或天线联合进行测距和定向,存在定位时间长,定位卡功耗高,遮挡时定向不准确等问题。针对上述问题,提出了应用于煤矿井下一维定位场景为主,兼... 现有矿用人员精确定位系统主要采用UWB定位技术,其中仅应用TOF的定位方法需要基于2个定位分站或天线联合进行测距和定向,存在定位时间长,定位卡功耗高,遮挡时定向不准确等问题。针对上述问题,提出了应用于煤矿井下一维定位场景为主,兼具二维定位场景的TOF与TDOA井下联合定位方法。该方法使用定位分站作为主基站,并通过CAN总线连接若干接收器作为从基站,在定位卡与主基站一次TOF测距过程中,从基站通过监听TOF定位的交互消息时间戳完成与主基站的无线时间同步及2组TDOA定位时间差信息并回传给主基站,结合标签与主基站的距离值,主基站完成2组标签与从基站的距离值计算及有效性判断。在模拟巷道搭建测试平台进行验证,结果表明:该方法兼具TOF与TDOA定位方法的优点,具有定位速度快,定位卡功耗较低,遮挡情况定向准确等优点。 展开更多
关键词 井下人员精确定位 UWB TOF tdoa 定位卡 定位分站
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结合盲信号分离算法的局部放电TDOA/DOA混合定位方法
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作者 张泽宇 汤晓君 +2 位作者 李晓杉 刘崇智 周佳泓 《物理学报》 北大核心 2025年第13期307-322,共16页
针对电力设备局部放电(PD)超声波检测中存在的时间-空域特征解耦、硬件成本高及计算量大的技术瓶颈,提出基于核主成分分析(KPCA)伪白化的改进型非圆FastICA(mnc-FastICA)提取TDOA/DOA参数的混合定位方法.该方法通过时间-空域特征联合提... 针对电力设备局部放电(PD)超声波检测中存在的时间-空域特征解耦、硬件成本高及计算量大的技术瓶颈,提出基于核主成分分析(KPCA)伪白化的改进型非圆FastICA(mnc-FastICA)提取TDOA/DOA参数的混合定位方法.该方法通过时间-空域特征联合提取与智能优化机制,实现了小规模传感器阵列下的高精度定位.本文首先构建KPCA伪白化预处理框架,利用多项式核函数映射信号非线性升维再降维,在保留TDOA与DOA特征关联性的同时抑制环境噪声;其次通过mnc-FastICA算法盲分离超声信号后,联合广义互相关法GCC与阵列流型解析技术同步提取TDOA/DOA参数;最后建立融合双参数的最大似然估计模型,并引入非洲秃鹫优化算法实现全局最优解快速收敛.实验表明,在仅配置2个正交阵列(共8个传感器)的小规模硬件架构下,本方法TDOA估计误差降至2.34%,DOA估计精度优于2°,定位误差达1.54 cm.该方法有效解决了PD检测中时间-空域特征联合、硬件成本与定位精度的矛盾,为电力设备状态监测提供新方案. 展开更多
关键词 tdoa/DOA混合定位 KPCA-mnc-FastICA 局部放电 超声定位
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基于多根长馈线天线基站的TDOA定位模型及解法
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作者 周宇航 曾桂根 宋荣方 《移动通信》 2025年第2期132-138,共7页
为解决多基站定位模型中基站之间同步代价高的问题,提出了一种基于多根长馈线天线基站的到达时间差(Time Difference of Arrival,TDOA)定位模型,给出了模型方程和求解方法,该方法将复杂的3对距离差方程组转化为1个一元八次方程,然后采用... 为解决多基站定位模型中基站之间同步代价高的问题,提出了一种基于多根长馈线天线基站的到达时间差(Time Difference of Arrival,TDOA)定位模型,给出了模型方程和求解方法,该方法将复杂的3对距离差方程组转化为1个一元八次方程,然后采用Aberth-Newton迭代法来迭代求解方程。通过计算机仿真验证了基于多根长馈线天线基站的TDOA定位模型和解法的有效性,并对该模型的多解问题进行了分析,用优化基站布局的方案,解决了定位模型的唯一解问题。本定位模型在覆盖范围数百米时,定位精度可达分米级。 展开更多
关键词 异步tdoa 多根长馈线天线基站 多基站定位模型 Aberth-Newton迭代法 多解分析
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Quality Stability of Multi-Station Assembly Process Based on Variation Stream
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作者 王磊 郭伟 +1 位作者 张聪慧 赵家黎 《Transactions of Tianjin University》 EI CAS 2007年第6期409-415,共7页
To analyze the physical structure of assembly process and assure product quality, the quality stability of multi-station assembly process was investigated. First, the assembly process was modeled as a one-dimensional ... To analyze the physical structure of assembly process and assure product quality, the quality stability of multi-station assembly process was investigated. First, the assembly process was modeled as a one-dimensional discrete variant system by state space equation based on variation stream. Then, the criterion to judge whether the process is stable or not and the index, stability degree, to show the level of stability were proposed by analyzing the bounded-input bounded-output (BIBO) stability of system. Finally, a simulated example of a sheet metal assembly process with three stations, was provided to verify the effectiveness of the proposed method. 展开更多
关键词 multi-station assembly process variation stream quality stability stability degree
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Study on quality evaluation model in multi-station assembly processes
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作者 Wen Zejun Liu Deshun Yang Shuyi 《Engineering Sciences》 EI 2008年第4期25-30,共6页
Based on features of dimension variation propagation in multi-station assembly processes,a new quality evaluation model of assembly processes is established. Firstly,the error source of multi-station assembly system i... Based on features of dimension variation propagation in multi-station assembly processes,a new quality evaluation model of assembly processes is established. Firstly,the error source of multi-station assembly system is analyzed,the relationship of dimension variation propagation in multi-station assembly processes is studied and the state equation for variation propagation is constructed too. Then,the feature parameters which influence variation propagation and accumulation in multi-station assembly processes are found to evaluate quality characteristic of the assembly system. Through the derivation of equation on dimension variation propagation,station coefficient matrices which are combined and conversed to determine the max eigenvalue are educed. The max eigenvalue is multiplied by the weight coefficient to establish the quality evaluation model in multi-station assembly processes. Furthermore,assembly variation indexes are proposed to judge of the assembly technology process. Finally,through the practical example,the application of the model and assembly variation indexes are presented. 展开更多
关键词 multi-station quality evaluation model variation propagation assembly variation indexes
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Synthesized Multi-station Tribo-test System for Bio-tribological Evaluation in Vitro
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作者 WU Tonghai DU Ying +2 位作者 LI Yang WANG Shuo ZHANG Zhinan 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2016年第4期853-861,共9页
Tribological tests play an important role on the evaluation of long-term bio-tribological performances of prosthetic materials for commercial fabrication.Those tests focus on the motion simulation of a real joint in v... Tribological tests play an important role on the evaluation of long-term bio-tribological performances of prosthetic materials for commercial fabrication.Those tests focus on the motion simulation of a real joint in vitro with only normal loads and constant velocities,which are far from the real friction behavior of human joints characterized with variable loads and multiple directions.In order to accurately obtain the bio-tribological performances of artificial joint materials,a tribological tester with a miniature four-station tribological system is proposed with four distinctive features.Firstly,comparability and repeatability of a test are ensured by four equal stations of the tester.Secondly,cross-linked scratch between tribo-pairs of human joints can be simulated by using a gear-rack meshing mechanism to produce composite motions.With this mechanism,the friction tracks can be designed by varying reciprocating and rotating speeds.Thirdly,variable loading system is realized by using a ball-screw mechanism driven by a stepper motor,by which loads under different gaits during walking are simulated.Fourthly,dynamic friction force and normal load can be measured simultaneously.The verifications of the performances of the developed tester show that the variable frictional tracks can produce different wear debris compared with one-directional tracks,and the accuracy of loading and friction force is within ?5%.Thus the high consistency among different stations can be obtained.Practically,the proposed tester system could provide more comprehensive and accurate bio-tribological evaluations for prosthetic materials. 展开更多
关键词 artificial joint multi-station tribological tester bio-tribology testing system
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基于民用移动通信信号的经典TDOA定位算法研究
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作者 朱睿 余德源 +2 位作者 孙利军 魏鸿斌 成静静 《移动信息》 2025年第2期1-3,共3页
为更好地突出无源雷达系统安全可靠、抗干扰性强、隐蔽性强等应用优势,文中首先构建了一种基于民用移动通信信号的无源雷达系统,并分析了无源定位误差的来源以及定位精度评价标准.其次,分析了适用于该系统中的Chan氏算法、Taylor级数算... 为更好地突出无源雷达系统安全可靠、抗干扰性强、隐蔽性强等应用优势,文中首先构建了一种基于民用移动通信信号的无源雷达系统,并分析了无源定位误差的来源以及定位精度评价标准.其次,分析了适用于该系统中的Chan氏算法、Taylor级数算法两种经典的TDOA定位算法实现过程.最后,在不同基站配置情况下,对两种经典TDOA定位算法的定位精度卡拉美罗下界进行了仿真和对比.仿真结果表明,当测量误差的均方差较低时,为更好地逼近卡拉美罗下界,技术人员可应用以上任意一种TDOA定位算法进行测量误差处理,以有效地提升TDOA定位算法的性能. 展开更多
关键词 民用移动 通信信号 tdoa定位算法
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Research and Application of Multi-station Laser Marking
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作者 HUYiqun LIShangmin 《外文科技期刊数据库(文摘版)工程技术》 2022年第8期197-202,共6页
Laser marking refers to the process of etching patterns (including graphics and characters) by using laser beam emitted by laser emitting device to make the components to be processed undergo chemical and physical cha... Laser marking refers to the process of etching patterns (including graphics and characters) by using laser beam emitted by laser emitting device to make the components to be processed undergo chemical and physical changes through light energy. With the continuous development of laser marking technology, marking technology has been applied more and more widely in manufacturing industry. However, the traditional single-machine laser marking production mode cant meet the characteristics of small batch and multi-category order production, and frequent switching affects the marking quality and efficiency. This paper mainly expounds the working principle of laser marking equipment and the influence of process parameters, and on this basis, studies the technical scheme and mechanism operation mode of multi-station laser marking. Explain the advantages of technological innovation and transformation in the production and application of enterprises, and improve the utilization rate of equipment by optimizing technology and reforming tooling and equipment. 展开更多
关键词 laser marking multi-station PARAMETERS running
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Controllers Design for the Multi-Shuttle and Multi-Station Transportation System
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作者 Tien Dong Ha Minh Tien Trinh +1 位作者 Tran Thanh Cong Vu Tuong Quan Vo 《Open Journal of Applied Sciences》 2021年第8期946-965,共20页
Nowadays, the Multi-Shuttle and Multi-Station Transportation System (MMTS)<span><span><span style="font-family:;" "=""> is one of the most interesting research topics in many... Nowadays, the Multi-Shuttle and Multi-Station Transportation System (MMTS)<span><span><span style="font-family:;" "=""> is one of the most interesting research topics in many fields of industries. It is an effective solution to reduce unexpected accidents that occur during transportation as well as increase productivity in manufacturing. The aim of this paper is to introduce the controller design for the MMTS which is built in our BK-Recme BioMech Lab at Ho Chi Minh City University of Technology (VNU-HCM), Viet Nam. Based on the design of this system, the control algorithms will be conducted to check the operation of the whole system. To evaluate the feasibility and effectiveness of this model, we design a series of random instances for different quantities of nodes as well as the different quantities of shuttles. Our system includes 4 stations and 6 shuttles which are assembled in the serial chain system. However, the number of stations and number of shuttles can be expanded to any desired ones which are based on the requirement of the industries. In this paper, we mainly focus on the controller design of this system to make it operate in an effective way that the goods will be transported and delivered to the target station as fast as possible. In order to solve the large</span></span></span><span><span><span style="font-family:;" "="">-</span></span></span><span><span><span style="font-family:;" "="">scale instances and realistic transport prob<span>lems, we propose three algorithms for three progresses as shuttles calling</span>, path reading and shuttles communicating. The shuttles calling is to decide which <span>shuttle should be called to the star</span></span></span></span><span><span><span style="font-family:;" "="">t</span></span></span><span><span><span style="font-family:;" "="">-node. Path reading to determine the shortest</span></span></span><span><span><span style="font-family:;" "=""> <span>way to go from start-node to end-node. Finally, shuttles communicating,</span> which allow one shuttle to interact with the next shuttles so we have a loop of orders (shuttle 1 to shuttle 2;shuttle 2 to shuttle 3;etc</span></span></span><span><span><span style="font-family:;" "="">.</span></span></span><span><span><span style="font-family:;" "="">;shuttle n-1 to shuttle n). This proposes solution can help us to solve the huge numbers of shuttles <span>and stations in the system. The specific result of this study is applying</span> Dijkstra’s algorithm to propose an algorithm that allows handling a transportation system without caring about the number of shuttles as well as the number of stations for the closed-loop path. Several test problems are carried out in order to check the feasibility and the effectiveness of our purposed control algorithm.</span></span></span> 展开更多
关键词 multi-station Multi-Shuttle Transportation SHUTTLE CALLING RFID COMMUNICATING Start-Node End-Node
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