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STUDY OF THE EFFECTS OF REDUCING SYSTEMATIC ERRORS ON MONTHLY REGIONAL CLIMATE DYNAMICAL FORECAST
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作者 曾新民 席朝笠 《Journal of Tropical Meteorology》 SCIE 2009年第1期102-105,共4页
A nested-model system is constructed by embedding the regional climate model RegCM3 into a general circulation model for monthly-scale regional climate forecast over East China. The systematic errors are formulated fo... A nested-model system is constructed by embedding the regional climate model RegCM3 into a general circulation model for monthly-scale regional climate forecast over East China. The systematic errors are formulated for the region on the basis of 10-yr (1991-2000) results of the nested-model system, and of the datasets of the Climate Prediction Center (CPC) Merged Analysis of Precipitation (CMAP) and the temperature analysis of the National Meteorological Center (NMC), U.S.A., which are then used for correcting the original forecast by the system for the period 2001-2005. After the assessment of the original and corrected forecasts for monthly precipitation and surface air temperature, it is found that the corrected forecast is apparently better than the original, suggesting that the approach can be applied for improving monthly-scale regional climate dynamical forecast. 展开更多
关键词 climatology monthly regional climate dynamical forecast systematic errors
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Elimination of Computational Systematic Errors and Improvements of Weather and Climate System Models in Relation to Baroclinic Primitive Equations 被引量:2
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作者 钟青 陈家田 孙左令 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2002年第6期1103-1112,共10页
The design of a total energy conserving semi-implicit scheme for the multiple-level baroclinic primitive equation has remained an unsolved problem for a long time. In this work, however, we follow an energy perfect co... The design of a total energy conserving semi-implicit scheme for the multiple-level baroclinic primitive equation has remained an unsolved problem for a long time. In this work, however, we follow an energy perfect conserving semi-implicit scheme of a European Centre for Medium-Range Weather Forecasts (ECMWF) type sigma-coordinate primitive equation which has recently successfully formulated. Some real-data contrast tests between the model of the new conserving scheme and that of the ECMWF-type of global spectral semi-implicit scheme show that the RMS error of the averaged forecast Height at 850 hPa can be clearly improved after the first integral week. The reduction also reaches 50 percent by the 30th day. Further contrast tests demonstrate that the RMS error of the monthly mean height in the middle and lower troposphere also be largely reduced, and some well-known systematical defects can be greatly improved. More detailed analysis reveals that part of the positive contributions comes from improvements of the extra-long wave components. This indicates that a remarkable improvement of the model climate drift level can be achieved by the actual realizing of a conserving time-difference scheme, which thereby eliminates a corresponding computational systematic error source/sink found in the currently-used traditional type of weather and climate system models in relation to the baroclinic primitive equations. 展开更多
关键词 fidelity scheme computational systematical errors baroclinic primitive equation
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Penalized total least squares method for dealing with systematic errors in partial EIV model and its precision estimation 被引量:3
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作者 Leyang Wang Luyun Xiong Tao Chen 《Geodesy and Geodynamics》 CSCD 2021年第4期249-257,共9页
When the total least squares(TLS)solution is used to solve the parameters in the errors-in-variables(EIV)model,the obtained parameter estimations will be unreliable in the observations containing systematic errors.To ... When the total least squares(TLS)solution is used to solve the parameters in the errors-in-variables(EIV)model,the obtained parameter estimations will be unreliable in the observations containing systematic errors.To solve this problem,we propose to add the nonparametric part(systematic errors)to the partial EIV model,and build the partial EIV model to weaken the influence of systematic errors.Then,having rewritten the model as a nonlinear model,we derive the formula of parameter estimations based on the penalized total least squares criterion.Furthermore,based on the second-order approximation method of precision estimation,we derive the second-order bias and covariance of parameter estimations and calculate the mean square error(MSE).Aiming at the selection of the smoothing factor,we propose to use the U curve method.The experiments show that the proposed method can mitigate the influence of systematic errors to a certain extent compared with the traditional method and get more reliable parameter estimations and its precision information,which validates the feasibility and effectiveness of the proposed method. 展开更多
关键词 Partial EIV model systematic errors Nonlinear model Penalized total least squares criterion U curve method
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Separation of systematic errors in processing high precision GPS baselines 被引量:1
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作者 WANG Zhen-jie QU Guo-qing 《中国有色金属学会会刊:英文版》 CSCD 2005年第S1期139-141,共3页
The research is based on the double difference observations and semi-parametric model.Systematic errors are considered as the parameters to be estimated,and brought into the GPS observation equations.High precision ba... The research is based on the double difference observations and semi-parametric model.Systematic errors are considered as the parameters to be estimated,and brought into the GPS observation equations.High precision baselines are obtained after separating systematic errors.The crucial steps are choosing regularizer and regularization parameters in processing GPS systematic errors by using the semi-parametric model.We propose a new regularizer and apply it to dealing with systematic errors.Also,we compare it with one proposed by other researchers.This comparison is done when all the regularization parameters equal to one.The computation result of the example shows that two regularizers correspond well and they can separate systematic errors successfully.Thus,we can get high precision baselines.Compared with R=QK-1Q′,our regularizer R=GTG is simple,so,the process of resolving the high precision baselines is relatively simple. 展开更多
关键词 GPS systematic errors semi-parametric model regularizer
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Track-to-Track Association Technique in Radar Network in the Presence of Systematic Errors 被引量:1
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作者 Jian Yang Qiang Song +1 位作者 Changwen Qu You He 《Journal of Signal and Information Processing》 2013年第3期288-298,共11页
The presence of systematic measuring errors complicates track-to-track association, spatially separates the tracks that correspond to the same true target, and seriously decline the performances of traditional track-t... The presence of systematic measuring errors complicates track-to-track association, spatially separates the tracks that correspond to the same true target, and seriously decline the performances of traditional track-to-track association algorithms. Consequently, the influence of radar systematic errors on tracks from different radars, which is described as some rotation and translation, has been analyzed theoretically in this paper. In addition, a novel approach named alignment-correlation method is developed to estimate and reduce this effect, align and correlate tracks accurately without prior registration using phase correlation technique and statistic binary track correlation algorithm. Monte-Carlo simulation results illustrate that the proposed algorithm has good performance in solving the track-to-track association problem with systematic errors in radar network and could provide effective and reliable associated tracks for the next step of registration. 展开更多
关键词 systematic errorS Phase CORRELATION Track-to-Track ASSOCIATION Sensor REGISTRATION RADAR Network
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The Influence of Systematic Errors on the Asian Summer Monsoon Circulation
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作者 P. L. S. Rao 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2000年第4期576-586,共11页
The systematic errors of wind field associated with the prediction of Asian summer monsoon and their impact on the monsoon circulation have been studied in this paper. The daily operational analyses and fore-casts (up... The systematic errors of wind field associated with the prediction of Asian summer monsoon and their impact on the monsoon circulation have been studied in this paper. The daily operational analyses and fore-casts (up to day-5) of the National Centre for Medium Range Weather Forecasting (NCMRWF), India, over the Asian summer monsoon domain for the period June, July and August of 1995 are made use for the purpose. The systematic errors associated with the low level flow delineate, reduction in the strength of trade winds leading to weakening of cross equatorial flow as well as westerly flow over Indian Ocean. The upper level errors connote weakening of Tibetan anticyclone and reduction in the strength of return flow into the Southern Hemisphere. Further, these errors evince growing tendency with increase in the forecast period. Apart from the general underestimation of kinetic energy budget terms, the model forecasts fail to represent the transient eddies. The forecasts show increasing trend in the conversion of eddy to mean kinetic energy. These errors enfeeble Asian summer monsoon circulation with increase in the forecast period. Key words Monsoon - Systematic errors - Kinetic energy budget The author is grateful to the NCMRWF for providing data and computing facilities to carry out the present study. 展开更多
关键词 MONSOON systematic errors Kinetic energy budget
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Analysis and Correction for Systematic Error of Ionospheric Monostatic System
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作者 WANG Feng ZHAO Zhengyu SU Fanfan 《Wuhan University Journal of Natural Sciences》 CAS 2009年第3期245-251,共7页
In the ionospheric monostatic system the echo is affected by systematic error.A real-time method using the special characters of direct wave existing in monostatic radar to correct systematic error is advanced.In the ... In the ionospheric monostatic system the echo is affected by systematic error.A real-time method using the special characters of direct wave existing in monostatic radar to correct systematic error is advanced.In the condition of large-amplitude direct wave,time delay of maximum amplitude of echo is considered as system time delay;in the condition of small-amplitude direct wave,the mathematical model of time delay error is built to approach after direct wave test.And a method using large-ampli-tude direct wave to correct phase distortion is advanced.It achieves good effect using this method in practice,which can improve the quality of sound result obviously. 展开更多
关键词 ionospheric monostatic system systematic error time-delay error phase distortion direct wave
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Autonomous relative optical navigation based on unified modeling of external systematic errors
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作者 Dayi WANG Bowen SUN +2 位作者 Maodeng LI Jiaxing LI Haiyin ZHOU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2024年第3期282-289,共8页
To solve the problem that external systematic errors of the optical camera cannot be fully estimated due to limited computing resources,a unified dimensionality reduction representation method for the external systema... To solve the problem that external systematic errors of the optical camera cannot be fully estimated due to limited computing resources,a unified dimensionality reduction representation method for the external systematic errors of the optical camera is proposed,and autonomous relative optical navigation is realized.The camera translational and misalignment errors are converted into a three-dimensional rotation error,whose differential model can be established through specific attitude control and appropriate assumption.Then,the rotation error and the relative motion state are jointly estimated in an augmented Kalman filter framework.Compared with the traditional method that estimates the camera translational and misalignment errors,the proposed method reduces the computational complexity in that the estimated state dimension is reduced.Furthermore,as demonstrated by numerical simulation,the estimation accuracy is improved significantly. 展开更多
关键词 Unified model systematic errors Optical navigation Observability analysis CALIBRATION
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Reduction of Systematic Error in Radiopharmaceutical Activity by Entropy Based Mutual Information
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作者 Palliyakarany T. K. Kumar Toshikazu Takeda 《World Journal of Nuclear Science and Technology》 2012年第1期1-5,共5页
The quality of the radiation dose depends upon the gamma count rate of the radionuclide used. Any reduction in error in the count rate is reflected in the reduction in error in the activity and consequently on the qua... The quality of the radiation dose depends upon the gamma count rate of the radionuclide used. Any reduction in error in the count rate is reflected in the reduction in error in the activity and consequently on the quality of dose. All the efforts so far have been directed only to minimize the random errors in count rate by repetition. In the absence of probability distribution for the systematic errors, we propose to minimize these errors by estimating the upper and lower limits by the technique of determinant in equalities developed by us. Using the algorithm we have developed based on the tech- nique of determinant inequalities and the concept of maximization of mutual information (MI), we show how to process element by element of the covariance matrix to minimize the correlated systematic errors in the count rate of 113 mIn. The element wise processing of covariance matrix is so unique by our technique that it gives experimentalists enough maneuverability to mitigate different factors causing systematic errors in the count rate and consequently the activity of 113 mIn. 展开更多
关键词 Random and systematic errorS Covariance Matrix Limits for Correlated Elements by DETERMINANT INEQUALITIES Mutual INFORMATION REDUCTION of systematic errorS by Maximizing Mutual INFORMATION
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Decentralized estimation of sensor systematic error and target state vector 被引量:1
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作者 贺明科 王正明 朱炬波 《Science China(Technological Sciences)》 SCIE EI CAS 2003年第3期287-295,共9页
An accurate estimation of the sensor systematic error is significant for improving the performance of target tracking system. The existing methods usually append the bias states directly to the variable states to form... An accurate estimation of the sensor systematic error is significant for improving the performance of target tracking system. The existing methods usually append the bias states directly to the variable states to form augmented state vectors and utilize the conventional Kalman estimator to achieve state vectors estimate. So doing is expensive in computation, and much work is devoted to decoupling variable states and systematic error. But the decentralied estimation of systematic errors and reduction of the amount of computation as well as decentralied track fusion are far from being realized. This paper addresses distributed track fusion problem in multi-sensor tracking system in the presence of sensor bias. By this method, variable states and systematic error is decoupled. Decentralized systematic error estimation and track fusion are achieved. Simulation results verify that this method can get accurate estimation of systematic error and state vector. 展开更多
关键词 MULTI-SENSOR TARGET tracking systematic error DISTRIBUTED estimation.
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Systematic error real-time registration based onmodified input estimation 被引量:1
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作者 jianjuan xiu kai dong you he 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2016年第5期986-992,共7页
In order to estimate the systematic error in the processof maneuvering target adaptive tracking, a new method is proposed.The proposed method is a linear tracking scheme basedon a modified input estimation approach. A... In order to estimate the systematic error in the processof maneuvering target adaptive tracking, a new method is proposed.The proposed method is a linear tracking scheme basedon a modified input estimation approach. A special augmentationin the state space model is considered, in which both the systematicerror and the unknown input vector are attached to thestate vector. Then, an augmented state model and a measurementmodel are established in the case of systematic error, andthe corresponding filter formulas are also given. In the proposedscheme, the original state, the acceleration and the systematicerror vector can be estimated simultaneously. This method can notonly solve the maneuvering target adaptive tracking problem in thecase of systematic error, but also give the system error value inreal time. Simulation results show that the proposed tracking algorithmoperates in both the non-maneuvering and the maneuveringmodes, and the original state, the acceleration and the systematicerror vector can be estimated simultaneously. 展开更多
关键词 systematic error estimation maneuvering target adaptive tracking augmented system model modified input estimationapproach.
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Systematic error suppression scheme of the weak equivalence principle test by dual atom interferometers in space based on spectral correlation 被引量:1
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作者 Jian-Gong Hu Xi Chen +2 位作者 Li-Yong Wang Qing-Hong Liao Qing-Nian Wang 《Chinese Physics B》 SCIE EI CAS CSCD 2020年第11期197-202,共6页
Systematic error suppression and test data processing are very important in improving the accuracy and sensitivity of the atom interferometer(AI)-based weak-equivalence-principle(WEP) test in space. Here we present a ... Systematic error suppression and test data processing are very important in improving the accuracy and sensitivity of the atom interferometer(AI)-based weak-equivalence-principle(WEP) test in space. Here we present a spectrum correlation method to investigate the test data of the AI-based WEP test in space by analyzing the characteristics of systematic errors and noises. The power spectrum of the Eotvos coefficient η, systematic errors, and noises in AI-based WEP test in space are analyzed and calculated in detail. By using the method, the WEP violation signal is modulated from direct current(DC) frequency band to alternating current(AC) frequency band. We find that the signal can be effectively extracted and the influence of systematic errors can be greatly suppressed by analyzing the power spectrum of the test data when the spacecraft is in an inertial pointing mode. Furthermore, the relation between the Eotvos coefficient η and the number of measurements is obtained under certain simulated parameters. This method will be useful for both isotopic and nonisotopic AI-based WEP tests in space. 展开更多
关键词 atom interferometer weak equivalence principle spectral correlation systematic error
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A Radiotherapy Treatment Margin Formula When Systematic Positioning Errors are Relatively Small Compared to Random Positioning Errors: A First-Order Approximation
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作者 Kiyoshi Yoda 《International Journal of Medical Physics, Clinical Engineering and Radiation Oncology》 2017年第2期193-196,共4页
A radiotherapy treatment margin formula has been analytically derived when a standard deviation (SD) of systematic positioning errors &#425;is relatively small compared to an SD of random positioning errors &s... A radiotherapy treatment margin formula has been analytically derived when a standard deviation (SD) of systematic positioning errors &#425;is relatively small compared to an SD of random positioning errors &sigma;. The margin formula for 0 ≤ &#425;≤ &sigma;was calculated by linearly interpolating two boundaries at &#425;= 0 and &#425;= &sigma;, assuming that the van Herk margin approximation of k1&#425;+ k2&sigma;is valid at &#425;= &sigma;. It was shown that a margin formula for 0 ≤ &#425;≤ &sigma;may be approximated by k1&sigma;+ k2&#425;, leading to a more general form of k1 max(&#425;,&sigma;) + k2 min(&#425;,&sigma;) which is a piecewise linear approximation for any values of &#425;and &sigma;. 展开更多
关键词 TREATMENT MARGIN systematic POSITIONING errorS RANDOM POSITIONING errorS
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SYSTEMATIC ERROR FROM Th/U RATIO IN LUMINESCENCE AND ESR DATING
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作者 Li Shenghua and Man-Yin Wong Tso(Radioisotope Unit,University of Hong Kong,Hong Kong) 《Nuclear Science and Techniques》 SCIE CAS CSCD 1995年第2期113-116,共4页
In luminescence and ESR dating methods,total count rate from thick source alpha counting is commonly used fox estimating annual dose with assumption of equal activities for both uranium and thorium decay chains.This i... In luminescence and ESR dating methods,total count rate from thick source alpha counting is commonly used fox estimating annual dose with assumption of equal activities for both uranium and thorium decay chains.This is equal to a Th/U weight ratio of 3.2.The systematic error in total dose rate due to uncertainty of the ratio is calculated.It is found that the error is insignificant for uniformly distributed samples such as sediment,but can be significant for some extreme circumstances. 展开更多
关键词 Luminescence and ESR dating Th/U ratio systematic error Infinite matrix
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移动射频测距辅助的卫星伪距误差抑制方法
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作者 姚志强 陈志鹏 +2 位作者 张文文 曹学萌 于澎 《全球定位系统》 2026年第1期49-57,共9页
针对城市峡谷及高动态应用场景下卫星伪距观测受大气建模残差、多径及观测噪声影响,易产生随机扰动与缓慢变化的偏差,从而导致伪距误差增大并呈现明显的非平稳特征的问题,提出了一种移动射频测距辅助的卫星伪距误差抑制方法.该方法在原... 针对城市峡谷及高动态应用场景下卫星伪距观测受大气建模残差、多径及观测噪声影响,易产生随机扰动与缓慢变化的偏差,从而导致伪距误差增大并呈现明显的非平稳特征的问题,提出了一种移动射频测距辅助的卫星伪距误差抑制方法.该方法在原始北斗卫星伪距观测基础上,引入具有独立量测特性的移动射频测距信息,构建对卫星伪距的补充观测约束,利用两者在误差来源上的独立性,在联合解算过程中抑制伪距误差的传播.无人机动态实验结果表明,所提出的方法能够显著降低北斗卫星伪距残差的均方根(root mean square,RMS),相较于载波相位平滑伪距方法,伪距残差RMS降低82.3%.所提出的移动射频测距辅助卫星伪距误差抑制方法在复杂动态与遮挡环境下具有良好的伪距误差抑制能力,克服了载波相位平滑伪距对连续载波锁定的依赖及其对系统性偏差抑制能力不足的局限,具有鲁棒性强、适应性好的特点,为复杂环境下北斗卫星伪距误差抑制与观测质量提升提供了一种有效途径. 展开更多
关键词 卫星导航 伪距测量 伪距误差抑制 移动射频测距辅助 系统性偏差 观测噪声
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短波红外(SWIR)光谱仪器间系统误差评价及其在矿物勘查中的应用
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作者 赵骏峰 朱亚博 +4 位作者 王雪娜 陈华勇 肖兵 杨征坤 杜亮 《大地构造与成矿学》 北大核心 2026年第1期179-194,共16页
短波红外(SWIR)光谱技术是蚀变矿物鉴别与光谱参数分析的关键手段。然而,不同仪器间潜在的系统误差严重制约了国内外光谱数据的横向对比与融合。本研究采用国产常用的CSD350A光谱仪与国际通用的ASD TerraSpec 4光谱仪,对西藏甲玛、河南... 短波红外(SWIR)光谱技术是蚀变矿物鉴别与光谱参数分析的关键手段。然而,不同仪器间潜在的系统误差严重制约了国内外光谱数据的横向对比与融合。本研究采用国产常用的CSD350A光谱仪与国际通用的ASD TerraSpec 4光谱仪,对西藏甲玛、河南夜长坪和福建悦洋三个矿床的1628个样品进行了系统测试,从矿物识别精度、光谱特征参数及空间分布趋势三个维度开展对比分析。研究结果表明,两种仪器对矿物大类的识别具有较高一致性,但在矿物亚类细分中存在显著差异,尤其是在区分白云母族矿物中伊利石与云母方面。在光谱参数方面,两种仪器在吸收特征峰位置检测上表现出明显的系统误差,其中TerraSpec 4仪器测试值普遍偏高,不同吸收峰位置的系统误差范围为2~6 nm;而吸收深度、光谱成熟度及半高宽等参数的差异相对较小。空间趋势对比分析显示,由两种仪器获得的光谱参数变化规律在空间分布上具有一致性,但在实际应用中需考虑具体数值的系统偏差。本研究系统提供了常用蚀变矿物在国内外光谱仪器间的识别结果及其光谱参数的系统误差,为不同仪器间数据的标准化处理提供依据。 展开更多
关键词 蚀变矿物 短波红外光谱 矿物勘查 光谱仪 系统误差
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三级医院评审数据核查机制与系统性错误成因研究
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作者 刘金婷 常诚 +1 位作者 林宝禄 刘嘉 《中国卫生质量管理》 2026年第1期28-32,共5页
目的 系统解析三级医院评审数据核查的实施路径,探究评审数据系统性错误的成因,为完善医院数据质量管理提供理论依据与实证支持。方法 采用多中心回顾性研究设计,纳入天津市31所三级医院2019-2022年多源异构医疗数据,通过分层随机抽样... 目的 系统解析三级医院评审数据核查的实施路径,探究评审数据系统性错误的成因,为完善医院数据质量管理提供理论依据与实证支持。方法 采用多中心回顾性研究设计,纳入天津市31所三级医院2019-2022年多源异构医疗数据,通过分层随机抽样与多维度交叉验证,结合瑞士奶酪模型解构错误链,系统分析错误数据的分布特征、类别构成及成因机制等。结果 错误数据占比均值为1.54%,95%CI为(1.30%,1.70%],其中死亡类指标错误率(35.63%)最高,主要成因包括指标定义模糊(前端控制失效)、数据提取逻辑偏差(过程监控失效)及多系统数据孤岛(验证机制失效)等。惩罚性扣分后评审分数显著下降(P<0.001),且错误数据占比与评审分数呈负相关(R=-0.481,P=0.006)。系统性错误表现为多层级防御失效引发的“多米诺效应”,隐性数据治理问题构成“冰山模型”底层风险。结论医院评审数据错误具有系统性特征,亟须构建技术链与管理链协同演进的“双螺旋”管理模型,并建立“反脆弱性”机制以提升系统韧性。建议加强指标定义标准化培训,推进区域医疗数据平台整合,实施全流程闭环质量管理。 展开更多
关键词 医院评审 数据核查 系统性错误 瑞士奶酪模型 数据质量管理
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基于测元加权的实时弹道滤波解算优化方法
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作者 沈鹏飞 李琳琳 崔乐园 《航天技术与工程学报》 2026年第1期99-106,共8页
针对多测速体制中以大气折射修正残差为主的系统误差,提出观测值加权滤波的思路,即在无迹卡尔曼滤波(UKF)过程中,根据系统误差大小调整测元的权重,从而降低系统误差影响,提高弹道解算精度。此外,由于加权优化算法不需要对状态量进行扩... 针对多测速体制中以大气折射修正残差为主的系统误差,提出观测值加权滤波的思路,即在无迹卡尔曼滤波(UKF)过程中,根据系统误差大小调整测元的权重,从而降低系统误差影响,提高弹道解算精度。此外,由于加权优化算法不需要对状态量进行扩维建模,因此相较于扩维UKF滤波算法具有更强的稳定性以及计算实时性。最终将提出的加权UKF滤波优化算法与扩维UKF滤波算法、普通UKF滤波算法进行比对,通过实际数据和理论数据仿真验证了该方法可有效提升解算精度。 展开更多
关键词 测元加权 系统误差抑制 无迹卡尔曼滤波(UKF) 多测速 实时定轨
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Different Policies to Different Errors
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作者 纪迎春 《海外英语》 2011年第9X期47-48,共2页
Making of errors is an inevitable and indeed necessary part of the learning process.We should have positive attitude towards errors and the policies towards error correction should be flexible and adaptable.Teachers s... Making of errors is an inevitable and indeed necessary part of the learning process.We should have positive attitude towards errors and the policies towards error correction should be flexible and adaptable.Teachers should have different policies towards different errors.For example,pre-systematic error should be tolerated.The immediate correction is ineffective.The systematic error should be corrected immediately,with the help of the teacher.And the teacher should encourage the student to discover and correct the post-systematic error by themselves. 展开更多
关键词 Pre-systematic error systematic error post-systematic error tolerate SELF-CORRECTION
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Embedded sensor system for five-degree-of-freedom error detection on machine tools 被引量:1
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作者 Yubin HUANG Kuangchao FAN Wei SUN 《Mechanical Engineering Science》 2019年第2期8-17,共10页
Any linear stage of machine tool has inherent six-degree-of-freedom(6-DOF)geometric errors.Its motion control system,however,has only the position feedback.Moreover,the feedback point is not the commanded cutting poin... Any linear stage of machine tool has inherent six-degree-of-freedom(6-DOF)geometric errors.Its motion control system,however,has only the position feedback.Moreover,the feedback point is not the commanded cutting point.This is the main reason why the positioning error along each axis and the volumetric error in the working space are inevitable.This paper presents a compact 5-DOF sensor system that can be embedded in each axis of motion as additional feedback sensors of the machine tool for the detection of three angular errors and two straightness errors.Using the derived volumetric error model,the feedback point can be transferred to the cutting point.The design principle of the developed 5-DOF sensor system is described.An in-depth study of systematic error compensation due to crosstalk of straightness error and angular error is analyzed.A prototype has been built into a three-axis NC milling machine.The results of a series of the comparison experiments demonstrate the feasibility of the developed sensor system. 展开更多
关键词 5-DOF GEOMETRIC motion errorS linear AXIS measurement systematic error compensation.
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