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Calculation and correction of magnetic object positioning error caused by magnetic field gradient tensor measurement 被引量:6
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作者 WANG Sansheng ZHANG Mingji +1 位作者 ZHANG Ning GUO Qiang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2018年第3期456-461,共6页
Magnetic field gradient tensor measurement is an important technique to obtain position information of magnetic objects. When using magnetic field sensors to measure magnetic field gradient as the coefficients of tens... Magnetic field gradient tensor measurement is an important technique to obtain position information of magnetic objects. When using magnetic field sensors to measure magnetic field gradient as the coefficients of tensor, field differentiation is generally approximated by field difference. As a result, magnetic objects positioning by magnetic field gradient tensor measurement always involves an inherent error caused by sensor sizes, leading to a reduction in detectable distance and detectable angle. In this paper, the inherent positioning error caused by magnetic field gradient tensor measurement is calculated and corrected by iterations based on the systematic position error distribution patterns. The results show that, the detectable distance range and the angle range of an ac magnetic object(2.44 Am^2@1 kHz) can be increased from(0.45 m, 0.75 m),(0?, 25?) to(0.30 m, 0.80 m),(0?,80?), respectively. 展开更多
关键词 magnetic dipole magnetic gradient tensor positioning error error correction
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Coordinate correction algorithm for WLAN indoor positioning
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作者 孙永亮 徐玉滨 +1 位作者 马琳 韩军义 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2012年第2期67-70,共4页
In the fingerprint matching-based wireless local area network(WLAN) indoor positioning system,Kalman filter(KF) is usually applied after fingerprint matching algorithms to make positioning results more accurate and co... In the fingerprint matching-based wireless local area network(WLAN) indoor positioning system,Kalman filter(KF) is usually applied after fingerprint matching algorithms to make positioning results more accurate and consecutive.But this method,like most methods in WLAN indoor positioning field,fails to consider and make use of users' moving speed information.In order to make the positioning results more accurate through using the users' moving speed information,a coordinate correction algorithm(CCA) is proposed in this paper.It predicts a reasonable range for positioning coordinates by using the moving speed information.If the real positioning coordinates are not in the predicted range,it means that the positioning coordinates are not reasonable to a moving user in indoor environment,so the proposed CCA is used to correct this kind of positioning coordinates.The simulation results prove that the positioning results by the CCA are more accurate than those calculated by the KF and the CCA is effective to improve the positioning performance. 展开更多
关键词 indoor positioning fingerprint matching Kalman filter coordinate correction algorithm
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A Laser Line Scanner Based Hole Position Correction Mechanism for Automatic Drilling and Riveting in Aircraft Assembly
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作者 ZHANG Lin TIAN Wei +3 位作者 SUN Hailong XUE Qiwei LIU Yangyang LIAO Wenhe 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2019年第6期952-963,共12页
The low-stiffness of aircraft skins may results in the differences between aircraft actual parts and their theoretical models,which will consequently affect the accuracy of automatic drilling and riveting in aircraft ... The low-stiffness of aircraft skins may results in the differences between aircraft actual parts and their theoretical models,which will consequently affect the accuracy of automatic drilling and riveting in aircraft assembly.In this paper,a novel approach of hole position correction using laser line scanner(LLS)is proposed to assign a single row of holes on the parts’surfaces.First,we adopt a space circle fitting method and the random sample consensus(RANSAC)to obtain the precise coordinates of center of the datum holes’coordinates.Second,LLS is calibrated by the laser tracker,and the relations between the LLS coordinate system and the tool coordinate system(TCS)can be calculated.Third,the kinematics model of the automatic riveting machine is established based on a two-point referencing strategy proposed in this paper.Thus,the positions of the holes to be drilled can be adjusted.Finally,the experimental results show that in TCS the measurement error of LLS is less than 0.1 mm,and the correction error of the hole position is less than 0.5 mm,which demonstrates the reliability of our method. 展开更多
关键词 aircraft assembly automatic drilling and riveting system(ADRS) laser line scanner(LLS) position correction
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Scanning-Position Error-Correction Algorithm in Dual-Wavelength Ptychographic Microscopy
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作者 Rui Ma Shu-Yuan Zhang +3 位作者 Tian-Hao Ruan Ye Tao Hua-Ying Wang Yi-Shi Shi 《Chinese Physics Letters》 SCIE CAS CSCD 2020年第4期41-45,共5页
We propose a new algorithm for the error correction of scanning positions in ptychographic microscopy.Since the scanning positions are varied mechanically by moving the illuminating probes laterally,the scanning error... We propose a new algorithm for the error correction of scanning positions in ptychographic microscopy.Since the scanning positions are varied mechanically by moving the illuminating probes laterally,the scanning errors will accumulate at multiple positions,greatly reducing the reconstruction quality of a sample.To correct the scanning errors,we use the correlation analysis for the diffractive data combining with the additional constraint of dual wavelengths.This significantly improves the quality of ptychographic microscopy.Optical experiments verify the proposed algorithm for two samples including a resolution target and a fibroblast. 展开更多
关键词 Dual positionS correction
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A Heading Drift Correction Method for Pedestrian Inertial Positioning
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作者 Yong Zhang Huaijun Li +2 位作者 Yonghua Wei Jing Wang Hui Zhao 《Journal of Sensor Technology》 2023年第2期24-36,共13页
Pedestrian inertial positioning is an effective means when satellites fail. Heading accuracy determines the performance of pedestrian inertial positioning. To realize an accurate positioning, a heading drift correctio... Pedestrian inertial positioning is an effective means when satellites fail. Heading accuracy determines the performance of pedestrian inertial positioning. To realize an accurate positioning, a heading drift correction method was proposed. An in-situ active rotation is performed before autonomous positioning, and the error compensation coefficient of biaxial geomagnetic measurement is obtained by using the ellipse fitting correction method to achieve effective suppression of external environmental geomagnetic interference. The corrected biaxial geomagnetic measurement information is used to directly calculate the heading information and combine it with the peak stride detection method and linear step estimation model to achieve autonomous positioning of pedestrians. To verify the effectiveness and stability of the algorithm, several sets of experiments on the autonomous positioning of pedestrians are carried out in an outdoor environment. The experimental results show that the average deviation between the starting point and the endpoint of the proposed algorithm’s positioning trajectory accounts for 0.95% of the total travel in the 150 m positioning experiments. 展开更多
关键词 Geomagnetic Measurement Heading Solution Autonomous positioning Active Rotation Geomagnetic correction
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Ocean bottom seismograph relocation and time correction using the MCMC algorithm
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作者 Hao Hu Xiongwei Niu +6 位作者 Wei Wang Wencai Xu Aiguo Ruan Wenfei Gong Xiaodong Wei Mingju Xu Tao Li 《Acta Oceanologica Sinica》 2025年第10期101-111,共11页
The ocean bottom seismograph(OBS)is a powerful device deployed on the seafloor for acquiring marine seismic data,capable of detecting the multi-scale Earth’s interiors from submarine sediments to the mantle.Due to th... The ocean bottom seismograph(OBS)is a powerful device deployed on the seafloor for acquiring marine seismic data,capable of detecting the multi-scale Earth’s interiors from submarine sediments to the mantle.Due to the frequent use of free-fall deployment,it is challenging to accurately track its precise position.Additionally,the internal crystal oscillator clock of the OBS has limited accuracy,resulting in clock drift for long-term work on the seabed.To improve the reliability of OBS detections,it is crucial to calculate the precise OBS location and time correction.Focusing on accurately determining OBS position and timing,this study developed a positioning method that integrates time correction based on the Markov Chain Monte Carlo(MCMC)algorithm,utilizing travel times of direct water waves triggered by two-dimensional(2-D)shot lines or three-dimensional(3-D)airgun arrays.This newly developed method can simultaneously estimate accurate OBS location and time correction,incorporating bathymetric data into the inversion procedures to improve sampling efficiency and enhance the reliability of the final results.Synthetic tests with appropriate noise levels are performed independently to evaluate the feasibility and reliability of our method,indicating that it is robust enough to determine OBS location and time correction precisely.Finally,we use travel-time data recorded at three OBSs deployed in the Southwest Indian Ridge to relocate locations and calculate time corrections.The results exhibit high consistency when using 2-D and 3-D shot data,indicating that high-resolution bathymetric data plays a fingerprint role in inversion to evaluate precise OBS location and time correction. 展开更多
关键词 ocean bottom seismograph positioning time correction marine seismic data acquisition Metropolis-Hastings algorithm marine seismic observation
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Research on the accurate calculation method of crater position in lunar surface images based on feature matching
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作者 Yanning Zheng Xue Dong +5 位作者 Zhipeng Liang Jian Gao Bowen Guan Liyan Sun Xingwei Han He Dong 《Astronomical Techniques and Instruments》 2025年第4期265-273,共9页
Lunar Laser Ranging has extremely high requirements for the pointing accuracy of the telescopes used.To improve its pointing accuracy and solve the problem of insufficiently accurate telescope pointing correction achi... Lunar Laser Ranging has extremely high requirements for the pointing accuracy of the telescopes used.To improve its pointing accuracy and solve the problem of insufficiently accurate telescope pointing correction achieved by tracking stars in the all-sky region,we propose a processing scheme to select larger-sized lunar craters near the Lunar Corner Cube Retroreflector as reference features for telescope pointing bias computation.Accurately determining the position of the craters in the images is crucial for calculating the pointing bias;therefore,we propose a method for accurately calculating the crater position based on lunar surface feature matching.This method uses matched feature points obtained from image feature matching,using a deep learning method to solve the image transformation matrix.The known position of a crater in a reference image is mapped using this matrix to calculate the crater position in the target image.We validate this method using craters near the Lunar Corner Cube Retroreflectors of Apollo 15 and Luna 17 and find that the calculated position of a crater on the target image falls on the center of the crater,even for image features with large distortion near the lunar limb.The maximum image matching error is approximately 1″,and the minimum is only 0.47″,which meets the pointing requirements of Lunar Laser Ranging.This method provides a new technical means for the high-precision pointing bias calculation of the Lunar Laser Ranging system. 展开更多
关键词 Lunar Laser Ranging system High-precision pointing correction Lunar surface features Image feature matching Deep learning Crater position calculation
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Cascaded metasurfaces for adaptive aberration correction
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作者 Lei Zhang Tie Jun Cui 《Opto-Electronic Advances》 2025年第5期1-3,共3页
Aberration-corrected focus scanning is crucial for high-precision optics,but the conventional optical systems rely on bulky and complicated dynamic correctors.Recently,Shiyi Xiao's group proposed a method using tw... Aberration-corrected focus scanning is crucial for high-precision optics,but the conventional optical systems rely on bulky and complicated dynamic correctors.Recently,Shiyi Xiao's group proposed a method using two rotating cascaded transmissive metasurfaces for adaptive aberration correction in focus scanning.The optimized phase profiles enable precise control of the focal position for scanning custom-curved surfaces.This concept was experimentally validated by two allsilicon meta-devices in the terahertz regime,paving the way for high-precision and compact optical devices in various applications. 展开更多
关键词 precise control focal position optimized phase profiles rotating cascaded transmissive metasurfaces focus scanningthe adaptive aberration correction dynamic correctorsrecentlyshiyi terahertz reg cascaded metasurfaces
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413 CASES OF ABNORMAL FETAL POSITION CORRECTED BY AURICULAR PLASTER THERAPY
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作者 秦广凤 唐宏瑾 《Journal of Traditional Chinese Medicine》 SCIE CAS CSCD 1989年第4期235-237,共3页
The authors corrected the abnormal fetal posi-tion in 413 cases of pregnant women by the auri-cular plaster therapy(APT)with a success rate of83.3%—remarkably higher than treatment by knee-chest positioning.Further a... The authors corrected the abnormal fetal posi-tion in 413 cases of pregnant women by the auri-cular plaster therapy(APT)with a success rate of83.3%—remarkably higher than treatment by knee-chest positioning.Further analysis showed that APTwas also supperior to the knee-chest positioning forprimiparae,breech fetal position,and pregancies over33 weeks.The authors also noted the clinical signsof successful cases and failures. 展开更多
关键词 FETAL PREGNANT CHEST noted positionING corrected women FETUS remarkably ABNORMAL
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On ionosphere-delay processing methods for single-frequency precise-point positioning 被引量:1
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作者 Tu Rui Zhang Qin Huang Guanwen Zhao Hong 《Geodesy and Geodynamics》 2011年第1期71-76,共6页
In single-frequency precise-point positioning of a satellite,ionosphere delay is one of the most important factors impacting the accuracy. Because of the instability of the ionosphere and uncertainty of its physical p... In single-frequency precise-point positioning of a satellite,ionosphere delay is one of the most important factors impacting the accuracy. Because of the instability of the ionosphere and uncertainty of its physical properties, the positioning accuracy is seriously limited when using a precision-limited model for correction. In order to reduce the error, we propose to introduce some ionosphere parameter for real-time ionosphere-delay estimation by applying various mapping functions. Through calculation with data from the IGS( International GPS Service) tracking station and comparison among results of using several different models and mapping functions, the feasibility and effectiveness of the new method are verified. 展开更多
关键词 single-frequency precise-point positioning ionosphere delay model correction mapping function parameter estimation
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GPS Rapid Static and Kinematic Positioning Based on GPS Active Network 被引量:1
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作者 CHEN Wu HU Congwei CHEN Yongqi DING Xiaoli Simon Chi_wo Kowk 《Geo-Spatial Information Science》 2003年第1期5-11,共7页
This paper presents a data processing strategy for GPS kinematic positioning by using a GPS active network to model the GPS errors in double difference observable.Firstly,the double difference residuals are estimated ... This paper presents a data processing strategy for GPS kinematic positioning by using a GPS active network to model the GPS errors in double difference observable.Firstly,the double difference residuals are estimated between the reference stations in the active network.Then the errors at a user station are predicted as the network corrections to user measurements,based on the location of the user.Finally conventional kinematic positioning algorithms can be applied to determine the position of the user station.As an example,continuous 24_hour GPS data in March 2001 has been processed by this method.It clearly demonstrates that,after applying these corrections to a user within the network,both the success rate for ambiguity resolution and the positioning accuracy have been significantly improved. 展开更多
关键词 GPS AMBIGUITY active network network correction kinematic positioning
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Nonlinear correction of photoelectric displacement sensor based on least square support vector machine 被引量:1
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作者 郭杰荣 何怡刚 刘长青 《Journal of Central South University》 SCIE EI CAS 2011年第5期1614-1618,共5页
A model of correcting the nonlinear error of photoelectric displacement sensor was established based on the least square support vector machine.The parameters of the correcting nonlinear model,such as penalty factor a... A model of correcting the nonlinear error of photoelectric displacement sensor was established based on the least square support vector machine.The parameters of the correcting nonlinear model,such as penalty factor and kernel parameter,were optimized by chaos genetic algorithm.And the nonlinear correction of photoelectric displacement sensor based on least square support vector machine was applied.The application results reveal that error of photoelectric displacement sensor is less than 1.5%,which is rather satisfactory for nonlinear correction of photoelectric displacement sensor. 展开更多
关键词 least square support vector machine position photoelectric displacement sensor nonlinear correct
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Performance analysis of real-time and post-mission kinematic precise point positioning in marine environments 被引量:1
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作者 Serdar Erol Reha Metin Alkan +1 位作者 I.Murat Ozulu Veli Ilçi 《Geodesy and Geodynamics》 2020年第6期401-410,共10页
This article focuses on the performance analysis of both real-time and post-mission kinematic precise point positioning(PPP)in challenging marine environments.For this purpose,a real dynamic experiment lasting 6 h was... This article focuses on the performance analysis of both real-time and post-mission kinematic precise point positioning(PPP)in challenging marine environments.For this purpose,a real dynamic experiment lasting 6 h was carried out on a lake dam in?orum City of Turkey.While the kinematic test was continuing,the real-time PPP coordinates were obtained for each measurement epoch with a commercial real-time PPP(RT-PPP)service,namely the Trimble Center Point RTX.Then the post-mission PPP(PM-PPP)coordinates were calculated by using Multi-GNSS data and the Multi-GNSS Experiment(MGEX)precise products.The kinematic RT-PPP and PM-PPP results showed that the PPP coordinates were consistent with the relative solution at centimetre and decimetre level in horizontal and height components,respectively.This study implies that PPP technique is a powerful tool for highly accurate positioning in both real-time and post-mission modes,even for dynamic applications in harsh environments. 展开更多
关键词 Kinematic survey Precise point positioning Real-time PPP IGS-RTS Global GNSS correction service
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RESEARCH ON THE METHODS OF IMPROVING DGPS POSITIONING PRECISION
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作者 丁胜昔 张其善 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2000年第4期216-221,共6页
A DGPS positioning model is described, and the elements that influence DGPS positioning precision are analyzed in detail. On this basis, the methods of improving DGPS positioning precision are proposed which include i... A DGPS positioning model is described, and the elements that influence DGPS positioning precision are analyzed in detail. On this basis, the methods of improving DGPS positioning precision are proposed which include increasing updating rate of DGPS correction, building extended DGPS system and improving quality of DGPS correction signal. In the intelligent monitor and control system of the public transport in Beijing, these methods improve the vehicle positioning precision to 2~5m. 展开更多
关键词 global positioning system extended differential Kalman filter pseudo-range correction
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Recovery of photoacoustic images based on accurate ultrasound positioning
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作者 Yinhao Pan Ningbo Chen +3 位作者 Liangjian Liu Chengbo Liu Zhiqiang Xu Jianhui Zhang 《Visual Computing for Industry,Biomedicine,and Art》 EI 2021年第1期63-69,共7页
Photoacoustic microscopy is an in vivo imaging technology based on the photoacoustic effect.It is widely used in various biomedical studies because it can provide high-resolution images while being label-free,safe,and... Photoacoustic microscopy is an in vivo imaging technology based on the photoacoustic effect.It is widely used in various biomedical studies because it can provide high-resolution images while being label-free,safe,and harmless to biological tissue.Polygon-scanning is an effective scanning method in photoacoustic microscopy that can realize fast imaging of biological tissue with a large field of view.However,in polygon-scanning,fluctuations of the rotating motor speed and the geometric error of the rotating mirror cause image distortions,which seriously affect the photoacoustic-microscopy imaging quality.To improve the image quality of photoacoustic microscopy using polygon-scanning,an image correction method is proposed based on accurate ultrasound positioning.In this method,the photoacoustic and ultrasound imaging data of the sample are simultaneously obtained,and the angle information of each mirror used in the polygon-scanning is extracted from the ultrasonic data to correct the photoacoustic images.Experimental results show that the proposed method can significantly reduce image distortions in photoacoustic microscopy,with the image dislocation offset decreasing from 24.774 to 10.365μm. 展开更多
关键词 Photoacoustic microscopy Polygon-scanning Image correction Ultrasound positioning
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Error correction method of 6-HTRT parallel mechanics
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作者 张秀峰 季林红 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2007年第2期193-196,共4页
The method of error correction is one of key techniques of parallel robot. A new method of end error correction of 6-HTRT parallel robot is presented for engineering and researching on correlative theory of 6-HTRT par... The method of error correction is one of key techniques of parallel robot. A new method of end error correction of 6-HTRT parallel robot is presented for engineering and researching on correlative theory of 6-HTRT parallel robot. The method need calculate many kinematics equations of parallel robot such as position back solution, velocity Jacobin, position forward solution and error Jacobin. New methods presented for solving these questions are simpler and fitter for programming and calculating, because former methods are too complex to use in engineering. These questions may be solved by iterative method of numerical value which has fast velocity of calculating. These new methods may be used in other mechanism of parallel robot too, and so have wider using value. The experimental results demonstrate that the system may satisfy entirely high technical request and fit for engineering in new measures. 展开更多
关键词 high-precision robot Hooker joint error correction position forward solution Jacobin
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基于双流自适应网络的电机轴承故障诊断
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作者 张卫星 宋树权 +1 位作者 于霜 何春伟 《现代制造工程》 北大核心 2026年第1期123-134,共12页
针对现有电机轴承故障诊断方法依赖单一特征转换技术和基本数据融合策略导致诊断准确度低的问题,提出一种基于双流自适应网络的电机轴承故障诊断方法。该方法集成一种双光谱特征转换策略,通过多尺度特征提取对振动信号的全局和局部特征... 针对现有电机轴承故障诊断方法依赖单一特征转换技术和基本数据融合策略导致诊断准确度低的问题,提出一种基于双流自适应网络的电机轴承故障诊断方法。该方法集成一种双光谱特征转换策略,通过多尺度特征提取对振动信号的全局和局部特征进行高维重构,采用离散的双通道结构学习这2种特征,利用生成对抗训练模式实现数据增强和特征全面分析。然后,设计一种自适应位置纠正策略,融合2个通道的特征信息,促进训练过程中故障识别的自我校正和优化。试验结果表明,所提方法能够有效提取电机轴承运行数据的关键特征,在多类别电机轴承故障数据集上准确率达到98.3%,优于其他5种主流故障诊断方法。 展开更多
关键词 电机轴承 故障诊断 多尺度特征提取 生成对抗网络 自适应位置纠正策略 双通道
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气体旋进漩涡流量计检定过程取压位置对计量结果的影响
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作者 徐龙 《石油石化节能与计量》 2026年第1期54-58,共5页
针对气体旋进漩涡流量计检定规程中取压位置缺乏定量规定的问题,基于临界流文丘里喷嘴法标准装置,系统研究了取压位置偏差对计量精度的影响机理。通过进行CFD数值模拟并结合现场试验,对比分析了表体、上游、下游三类典型取压位置的动态... 针对气体旋进漩涡流量计检定规程中取压位置缺乏定量规定的问题,基于临界流文丘里喷嘴法标准装置,系统研究了取压位置偏差对计量精度的影响机理。通过进行CFD数值模拟并结合现场试验,对比分析了表体、上游、下游三类典型取压位置的动态压力分布特征与流量误差耦合规律。研究表明:取压位置不同引发的附加误差呈现显著非对称分布特性;表体取压时压力波动抑制效率较下游位置提升43.7%,计量误差最低,下游取压次之,验证了压力场均匀性对计量精度的主导作用。基于压力敏感元件微分响应函数与空间加权平均法,建立了适用于不同取压位置的误差修正模型,通过动态补偿使下游、上游取压误差降至接近表体取压误差水平,满足JJG 1121—2015对旋进旋涡气体流量计的计量精度要求。开发的误差修正模型可显著提升复杂工况下的气体流量计计量可靠性。 展开更多
关键词 旋进漩涡气体流量计 取压位置 CFD模拟 误差修正模型 计量误差 计量精度
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联合颈胸开窗膜和光学体表追踪应用于乳腺癌术后放射治疗摆位的研究
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作者 郑文亨 张云 +4 位作者 曹舜翔 徐志旺 袁星星 王小平 龚长飞 《生物医学工程与临床》 2026年第1期23-28,共6页
目的研究联合颈胸开窗膜的光学体表追踪放射治疗(SGRT)系统在乳腺癌放射治疗(简称放疗)摆位的临床应用。方法选择40例行保乳术后辅助放疗女性患者,年龄31~69岁,中位年龄47岁;左侧16例,右侧24例。患者均接受常规全乳放疗,未包括其他区域... 目的研究联合颈胸开窗膜的光学体表追踪放射治疗(SGRT)系统在乳腺癌放射治疗(简称放疗)摆位的临床应用。方法选择40例行保乳术后辅助放疗女性患者,年龄31~69岁,中位年龄47岁;左侧16例,右侧24例。患者均接受常规全乳放疗,未包括其他区域淋巴结照射。按随机数字法分为试验组和对照组,每组20例。两组均采用常规颈胸膜于患侧开窗的膜片进行体位固定,试验组联合SGRT系统的一键修正功能进行摆位,对照组按照常规标记线对准激光灯线摆位。两组完成摆位后行锥形束CT(CBCT)验证,统计分析两组患者的临床摆位误差和摆位的时间。结果试验组在X、Y和Z方向的摆位误差分别为(1.46±1.07)mm、(1.80±1.23)mm和(1.45±1.34)mm,明显小于对照组[(2.45±1.71)mm、(4.22±2.76)mm和(2.55±2.03)mm];试验组在Rx、Ry和Rz旋转误差分别为(0.37±0.34)°、(0.39±0.32)°和(0.43±0.42)°,也明显小于对照组[(0.70±0.54)°、(0.63±0.54)°和(0.79±0.64)°];试验组和对照组的摆位时间分别为(102.88±20.71)s和(148.01±25.42)s;两组数据在摆位误差和摆位时间上差异均有统计学意义(P<0.05,P<0.01)。结论使用SGRT系统联合颈胸开窗膜固定患者的摆位误差更小,且摆位时间更短。 展开更多
关键词 光学体表追踪系统 乳腺癌 体位固定 一键修正 摆位误差
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数据驱动的GNSS定位误差修正方法研究
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作者 李静怡 庄忱 赵洪博 《信息对抗技术》 2026年第1期75-89,共15页
由于多路径效应和非视距干扰,全球导航卫星系统(global navigation satellite system, GNSS)在复杂的城市地区的定位精度受到严重影响,导致误差显著增加。传统的定位方法对复杂非线性误差处理能力有限,为此,提出了一种基于强化学习Actor... 由于多路径效应和非视距干扰,全球导航卫星系统(global navigation satellite system, GNSS)在复杂的城市地区的定位精度受到严重影响,导致误差显著增加。传统的定位方法对复杂非线性误差处理能力有限,为此,提出了一种基于强化学习Actor-Critic的GNSS定位误差修正方法。搭建了基于强化学习环境的定位误差修正系统,通过从输出高斯分布参数的策略中采样,设计了动作空间实现三维定位误差修正与补偿,兼顾定位误差修正与动作幅度约束引入了奖惩机制,并将多源特征融合形成多输入的观测状态空间,确保方法的可靠运行。为了验证所提算法误差修正的有效性,选取城市复杂环境下的实测数据进行验证,实验结果表明,该方法能够在训练集与测试集上均表现出良好的误差修正能力,测试集上模型实现了平均50.62%的误差修正,提升了GNSS定位精度。 展开更多
关键词 GNSS定位 误差修正 强化学习 城市复杂环境 Actor-Critic算法
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