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big data driven

In view of the important role of big data-driven economic and financial forecasting in social stability, innovative development, and sustainability, the research frontiers of big data-driven economic and financial forecasting in the future include: feature mining of complex economic systems with big data representation; accurate real-time correction of theories and methods of dynamic forecasting and early warning; general paradigm of big data forecasting research; formation and process of big data-driven economic and financial system management mechanism, etc.

An interview with Shouyang Wang: research frontier of big data-driven economic and financial forecasting

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10.1016/J.TRC.2021.103006

The RSTP combined with a real-time correction mechanism enables the two platoons to smoothly merge at the end of the virtual merging subzone against certain level of disturbance, aiming to maximize stream-wide traffic performance.

Event triggered rolling horizon based systematical trajectory planning for merging platoons at mainline-ramp intersection

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10.20944/PREPRINTS202104.0346.V1

By deducing the relationship between amplitude-frequency, phase-frequency of MEMS gyroscope and the phase relationship of the whole control loop, a real-time correction system is proposed to automatically adjust the phase reference value of phase-locked loop (PLL) and thus compensate for the real-time circuit phase delay.

A Real-Time Circuit Phase Delay Correction System for MEMS Vibratory Gyroscopes

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10.1109/MECO52532.2021.9460218

The purpose of the paper is to develop a portable device using the vibro-tactile feedback for real-time correction of the physical exercise execution correctness.

Vibro-tactile Portable Device for Home-base Physical Rehabilitation

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10.1016/J.ASR.2021.05.008

This study provides some new insights on the aided Abel inversion technique assisted by ANN models for the real-time correction of Abel retrieved electron density profiles.

An aided Abel inversion technique assisted by artificial neural network-based background ionospheric model for near real-time correction of FORMOSAT-7/COSMIC-2 data

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10.1093/eurjcn/zvaa030

Nursing students can learn CPR correctly through the training allowing real-time correction in safe learning environments without face-to-face contact.

Effects of the non-contact cardiopulmonary resuscitation training using smart technology

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10.1145/3428471

A collaborative online table editor enabled near real-time corrections.

Responsible, Automated Data Gathering for Timely Citizen Dashboard Provision During a Global Pandemic (COVID-19)

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10.1051/MATECCONF/202133502005

The existing established methods for machine health monitoring were not in real-time and there was no real-time correction of data from the load and processing of data on the computer.

Real-time Machine Health Monitoring System using Machine Learning with IoT Technology

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10.3390/su13137000

To our knowledge, this is a novel instance of real-time correction during simulation of an agent-based model.

Improving Model Predictions—Integration of Real-Time Sensor Data into a Running Simulation of an Agent-Based Model

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10.1109/I2MTC50364.2021.9459918

The distributed CCSs are used to monitor the conductance changes of the continuous phase and to realize the real-time correction of the gas-phase distribution obtained from the WMS.

A three-phase flow visualization method using wire-mesh sensor based on continuous phase conductance compensation

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10.1088/1681-7575/abeec3

Additionally, we use a simple formula to relate T eff to the temperatures at the monitored points, which allows us to know the value of T eff without using FE analysis, and thus enables the real-time correction to the BBR Stark shift.

Finite element analysis of blackbody radiation environment for an ytterbium lattice clock operated at room temperature

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10.1109/tste.2021.3096724

The top-layer control adopts centralized model predictive control (MPC), while the bottom layer carries out distributed real-time correction control in case of inaccurate MPC prediction.

Double-Layer Feedback Control Method for Synchronized Frequency Regulation of PMSG-Based Wind Farm

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10.1159/000512615

This allows real-time correction of error prior to violation of the deep gray matter.

The Poised Cannula Technique Reduces the Stereotactic Error of the Fiducial-Less Frameless DBS Procedure

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10.1523/ENEURO.0051-21.2021

This technique enables real-time correction of pipette position during patch clamp experiments with similar accuracy and quality of recording to manual patch clamp, making notable progress toward full human-out-of-the-loop automation for patch clamp electrophysiology.

Machine Learning-Based Pipette Positional Correction for Automatic Patch Clamp In Vitro

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10.1080/09500340.2021.1948624

In order to apply the proposed method for real-time correction of the vitreous floaters, the speed of the algorithm must be increased and second-order tracking of the vitreous floaters must be ensured.

Phase retrieval for studying the structure of vitreous floaters simulated in a model eye

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10.1109/JIOT.2021.3067379

, to address a range of practical challenges, including RFID command generation with cross technology communication, real-time correction of CFO, etc.

Toward a Low-Cost Software-Defined UHF RFID System for Distributed Parallel Sensing

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10.5220/0010337902450253

MakeTests’ main contributions are: (1) highly parametrized questions drawn from a database; (2) inclusion of many question styles besides multiple-choice (true/false, matching, numerical and written response, only this one with manual correction); (3) real-time correction with webcam upon handing in.

MakeTests: Generate and Correct Individualized Questions with Many Styles

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10.3846/gac.2021.12120

UAV equipment provides the necessary real-time correction of the position of the aerial camera.

THE STUDY OF THE “CETUS” UNMANNED AERIAL VEHICLE FOR TOPOGRAPHIC AERIAL SURVEYING

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10.1016/J.MEASUREMENT.2020.108441

On the one hand, CNE’s real-time corrections still perform best with 1.

Evaluation of BDS-2 real-time orbit and clock corrections from four IGS analysis centers

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10.1109/ICMSP53480.2021.9513350

Aiming at this problem, this paper proposed a real-time correction method for baseline wander of transient electromagnetic logging signals based on mirror continuation method.

A real-time correction method for baseline wander of transient electromagnetic logging signals

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10.1109/TAFFC.2018.2883950

The method is reliable, unobtrusive, and subtle in its intervention—all important characteristics for real-time corrections on human handling of critical machinery.

Biofeedback Arrests Sympathetic and Behavioral Effects in Distracted Driving

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10.2166/nh.2021.030

In spite of the resulting forecasts with an acceptable difference from the observation, their real-time corrections have evident agreement with the observations, namely, the resulting adjusted forecasts with high accuracy.

Stochastic modeling of artificial neural networks for real-time hydrological forecasts based on uncertainties in transfer functions and ANN weights

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10.1016/J.JHYDROL.2020.125908

Real-time correction is the key to reducing hydrological forecasting errors.

Multi-source error correction for flood forecasting based on dynamic system response curve method

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10.1002/9781119821588.CH6

The algorithms can detect consecutive and abrupt sensor slips, and provide a paradigm for real-time corrections.

Error Detection in Sequential Laser Sensor Input

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10.1109/CACRE52464.2021.9501395

The interval was changed by real-time correction of the exponential gain matrix in the interval to accelerate the convergence rate.

An Accelerated Iterative Learning Control Approach for X-Y precision plane motion stage

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10.3390/mi12050506

By deducing the relationship between the amplitude-frequency, the phase-frequency of the MEMS gyroscope, and the phase relationship of the whole control loop, a real-time correction system was proposed to automatically adjust the phase reference value of the phase-locked loop (PLL) and thus compensate for the real-time circuit phase delay.

A Real-Time Circuit Phase Delay Correction System for MEMS Vibratory Gyroscopes

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10.1109/RAAI52226.2021.9507900

In this paper, through the simulation analysis, it is verified that the real-time correction eliminates the error, effectively improves the positioning accuracy, and meets the positioning and navigation requirements of the blind area of GPS signal.

Vehicle Precise Positioning Based on Integrated Navigation System in Vehicle Networking

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10.1186/s40645-020-00401-8

(3) Near real-time correction of source locations, far from the seismic observation network, can be implemented based on better determined source location comparisons of other catalogs using the same identified earthquakes.

Visualizing heterogeneities of earthquake hypocenter catalogs: modeling, analysis, and compensation

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10.1016/j.ajic.2021.03.011

Feedback through weekly reports and real-time correction of PPE errors by dofficers led to statistically significant improvements; however, error rates remained high.

The effects of trained observers (dofficers) and audits during a facility-wide COVID-19 outbreak: A mixed-methods quality improvement analysis

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10.3390/s21010292

The time-relative positioning approach differs from the traditional PPP and RTK in the sense that it does not require external real-time corrections.

Improving the Performance of Time-Relative GNSS Precise Positioning in Remote Areas

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10.3390/s21020360

The calculation of a two-dimensional compensation function and the real-time correction of the investigated linear encoder position readings are realized by using a field programmable gate array (FPGA) computing platform.

Thermal and Geometric Error Compensation Approach for an Optical Linear Encoder

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10.1016/J.DSM.2021.01.001

In view of the important role of big data-driven economic and financial forecasting in social stability, innovative development, and sustainability, the research frontiers of big data-driven economic and financial forecasting in the future include: feature mining of complex economic systems with big data representation; accurate real-time correction of theories and methods of dynamic forecasting and early warning; general paradigm of big data forecasting research; formation and process of big data-driven economic and financial system management mechanism, etc.

An interview with Shouyang Wang: research frontier of big data-driven economic and financial forecasting

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10.1007/s11276-021-02756-2

(2) Combined with long-term data, the real-time correction technology, they can dispose of the matter of differences in carbon emission measurement under diverse scales.

Smart carbon monitoring platform under IoT-Cloud architecture for small cities in B5G

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10.15835/BUASVMCN-HORT:2020.0065

The drone used was equipped with an RTK module that receives real-time corrections, thus maintaining a high accuracy.

Registration in the Land Book of a River Section

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10.1007/s11356-019-06814-3

After adding the measured flow rate for real-time correction, the average NSE of annual runoff simulation increases from 0.

Improvement and application research of the SRM in alpine regions

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10.1016/J.ENERGY.2019.01.020

This approach is different to the traditional methods by considering the multi-input parameters with real-time correction, in which every calculation step is investigated to realize the working state estimation by using the synthesis algorithm.

A comprehensive working state monitoring method for power battery packs considering state of balance and aging correction

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10.1109/JESTPE.2018.2848270

For matrix converter (MC), real-time correction of duty cycles is a good solution to eliminate the effects of input voltage disturbances on output performance.

Evaluation and Improvement of Active Stabilization Method for Matrix Converter Under Input Voltage Disturbances

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10.11648/J.SD.20190701.18

ECD real-time correction with different condition has been proposed though dimensionless comparison of factors.

Study on the Dynamic Prediction Method of ECD in Horizontal Well Drilling

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10.4236/pos.2019.103003

In this research, the potential performance of real-time PPP which makes use of NAVCAST real-time corrections is analyzed using various static and kinematic datasets.

Real-Time GPS/Galileo Precise Point Positioning Using NAVCAST Real-Time Corrections

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10.1007/s10291-019-0856-9

The mean accuracy of the real-time corrections, which is represented by the signal-in-space ranging error (SISRE) value, is 10 cm for the IGSO and MEO satellites.

Investigation of the performance of real-time BDS-only precise point positioning using the IGS real-time service

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10.1134/S2075108719010024

Using the combination of ionosphere model and the data from radio occultation monitoring systems, it is possible to form real-time corrections on a global scale, and to make their short-term forecasts.

Calculation of Navigation Corrections for a Single-Frequency GNSS Receiver Based on Satellite Radio Occultation Data

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10.1007/S40436-019-00257-2

The control methodology is performed by tracking the flow front with a real-time correction.

Flow correction control with electromagnetically induced preform resting process

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10.1109/CISP-BMEI48845.2019.8965848

The relations between the errors and the directions can by applied in the real-time correction of the treatment of breast cancer patients with image guidance technique.

Analysis of Position Error in Breast Cancer with Intensity Modulated Radiation Therapy

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10.18494/sam.2019.2460

The mean square error criterion of the matching trajectory is established, and the particle filter (PF) algorithm is used to realize the iterative calculation of the real-time correction of the PDR cumulative error.

MagPP: Combining Particle Filters and Pedestrian Dead Reckoning Algorithm with Geomagnetism for Indoor Positioning Using Smartphone

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10.1093/mnras/stz313

In particular, we describe the features that efficiently implement the demodulation and filtering required to suppress contaminating signals in the time-ordered data, and the capability for real-time correction of detector non-linearity and receiver balance.

The C-Band All-Sky Survey (C-BASS): Digital backend for the northern survey

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10.1109/ICCC47050.2019.9064432

The second stage is real-time correction: the original readout image is preprocessed by the fitting template to compensate for nonuniformity drift, and the total variation (TV) NUC algorithm with an adaptive iterative step size is designed to correct the residual high-frequency noise.

Nonuniformity Correction Algorithm for TEC-less Uncooled Infrared Imaging System

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10.3390/en12244683

Finally, a real-time correction method for the friction torque is proposed in the fuel cut-off scenario.

A Control-Oriented Engine Torque Online Estimation Approach for Gasoline Engines Based on In-Cycle Crankshaft Speed Dynamics

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10.1016/J.MEASUREMENT.2019.05.051

The Support Vector Machine (SVM) method is adopted to establish the mass flow measurement error (MFME) model for on-line real-time correction.

SVM based measurement method and implementation of gas-liquid two-phase flow for CMF

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10.1007/978-981-15-3947-3_2

In view of the fact that these UAVs are mostly used for navigation, the real-time correction of camera coordinates is not considered, and the accuracy of attitude parameters obtained by the inertial navigation unit of the micro/mini UAV is low.

Optimizing Pose of UAV Image Based on PPK Technology

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10.1117/1.JATIS.5.3.036004

This model allows the trapped charge in a detector to be constantly calculated for arbitrary exposure histories, providing a near-real-time correction for image persistence.

Predictive model of persistence in H2RG detectors

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10.12086/OEE.2019.190112

It generates real-time correction parameters of multi-TDICCD channels and pixels in-channel by rotating the focus plane before the calculation of the real-time calibration images, and improves the adaptability and PRNU (pixel response non-uniformity) values of the TDICCD mosaic camera imaging system.

Design and data processing of TDICCD real-time radiation correction system

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10.1145/3313950.3313971

Compared with the previous algorithms, the amount of calculation has been greatly reduced, so it is suitable for real-time correction of slant images, such as scanned financial note, vehicle license plate, and text document.

A fast and efficient correction technique for slant images

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10.1177/1932296819856571

In contrast, real-time corrections of time delays need predictive algorithms.

Analysis of “Simple Post-Processing of Continuous Glucose Monitoring Measurements Improves Endpoints in Clinical Trials”

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10.1109/ICEMS.2019.8922096

This paper proposes a photovoltaic power generation forecasting model which improves Multiple Linear Regression method (MLRM) with real-time correction term (RCT).

Power Forecasting of Photovoltaic Generation Based on Multiple Linear Regression Method with Real-time Correction Term

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10.2991/ice2me-19.2019.42

Closed-loop control technology was used to ensure that the bending angle of finished products was 100% qualified by means of the bending angle closed-loop real-time correction based on on-line real-time detection.

Study on Flexible Bending Process of Sheet Metal and Its Production Equipment

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10.1155/2019/3470604

Real-time correction algorithm is added to the time-domain integral of acceleration.

Small Displacement Measuring System Based on MEMS Accelerometer

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10.1109/JPHOT.2019.2895128

In the previous research works, image reconstructions have to be employed to recover the lost information from a set of undersampled images to achieve a high-resolution image using dithering or drizzle methods, which increase the complexity of alignment processes and make the real-time correction impossible.

Telescopes Alignment Using the Sharpness Function Method Based on Undersampled Images

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10.1016/j.compag.2019.01.050

In order to reduce the computation time and expect the use of the method for a real-time correction device, a simplified optimization problem is proposed.

On-the-field simulation of fertilizer spreading: Part 3 - Control of disk inclination for uniform application on undulating fields

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10.3390/s19245461

The system is an interesting alternative to standard techniques and can even be implemented on machines for real-time corrections.

Low-Cost 2D Index and Straightness Measurement System Based on a CMOS Image Sensor

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Real Time Correction - The RSTP combined with a real-time correction mechanism enables the two platoons to smoothly merge at the end of the virtual merging subzone against certain level of disturbance, aiming to maximize stream-wide traffic performance. [1] By deducing the relationship between amplitude-frequency, phase-frequency of MEMS gyroscope and the phase relationship of the whole control loop, a real-time correction system is proposed to automatically adjust the phase reference value of phase-locked loop (PLL) and thus compensate for the real-time circuit phase delay. [2] The purpose of the paper is to develop a portable device using the vibro-tactile feedback for real-time correction of the physical exercise execution correctness. [3] This study provides some new insights on the aided Abel inversion technique assisted by ANN models for the real-time correction of Abel retrieved electron density profiles. [4] Nursing students can learn CPR correctly through the training allowing real-time correction in safe learning environments without face-to-face contact. [5] A collaborative online table editor enabled near real-time corrections. [6] The existing established methods for machine health monitoring were not in real-time and there was no real-time correction of data from the load and processing of data on the computer. [7] To our knowledge, this is a novel instance of real-time correction during simulation of an agent-based model. [8] The distributed CCSs are used to monitor the conductance changes of the continuous phase and to realize the real-time correction of the gas-phase distribution obtained from the WMS. [9] Additionally, we use a simple formula to relate T eff to the temperatures at the monitored points, which allows us to know the value of T eff without using FE analysis, and thus enables the real-time correction to the BBR Stark shift. [10] The top-layer control adopts centralized model predictive control (MPC), while the bottom layer carries out distributed real-time correction control in case of inaccurate MPC prediction. [11] This allows real-time correction of error prior to violation of the deep gray matter. [12] This technique enables real-time correction of pipette position during patch clamp experiments with similar accuracy and quality of recording to manual patch clamp, making notable progress toward full human-out-of-the-loop automation for patch clamp electrophysiology. [13] In order to apply the proposed method for real-time correction of the vitreous floaters, the speed of the algorithm must be increased and second-order tracking of the vitreous floaters must be ensured. [14] , to address a range of practical challenges, including RFID command generation with cross technology communication, real-time correction of CFO, etc. [15] MakeTests’ main contributions are: (1) highly parametrized questions drawn from a database; (2) inclusion of many question styles besides multiple-choice (true/false, matching, numerical and written response, only this one with manual correction); (3) real-time correction with webcam upon handing in. [16] UAV equipment provides the necessary real-time correction of the position of the aerial camera. [17] On the one hand, CNE’s real-time corrections still perform best with 1. [18] Aiming at this problem, this paper proposed a real-time correction method for baseline wander of transient electromagnetic logging signals based on mirror continuation method. [19] The method is reliable, unobtrusive, and subtle in its intervention—all important characteristics for real-time corrections on human handling of critical machinery. [20] In spite of the resulting forecasts with an acceptable difference from the observation, their real-time corrections have evident agreement with the observations, namely, the resulting adjusted forecasts with high accuracy. [21] Real-time correction is the key to reducing hydrological forecasting errors. [22] The algorithms can detect consecutive and abrupt sensor slips, and provide a paradigm for real-time corrections. [23] The interval was changed by real-time correction of the exponential gain matrix in the interval to accelerate the convergence rate. [24] By deducing the relationship between the amplitude-frequency, the phase-frequency of the MEMS gyroscope, and the phase relationship of the whole control loop, a real-time correction system was proposed to automatically adjust the phase reference value of the phase-locked loop (PLL) and thus compensate for the real-time circuit phase delay. [25] In this paper, through the simulation analysis, it is verified that the real-time correction eliminates the error, effectively improves the positioning accuracy, and meets the positioning and navigation requirements of the blind area of GPS signal. [26] (3) Near real-time correction of source locations, far from the seismic observation network, can be implemented based on better determined source location comparisons of other catalogs using the same identified earthquakes. [27] Feedback through weekly reports and real-time correction of PPE errors by dofficers led to statistically significant improvements; however, error rates remained high. [28] The time-relative positioning approach differs from the traditional PPP and RTK in the sense that it does not require external real-time corrections. [29] The calculation of a two-dimensional compensation function and the real-time correction of the investigated linear encoder position readings are realized by using a field programmable gate array (FPGA) computing platform. [30] In view of the important role of big data-driven economic and financial forecasting in social stability, innovative development, and sustainability, the research frontiers of big data-driven economic and financial forecasting in the future include: feature mining of complex economic systems with big data representation; accurate real-time correction of theories and methods of dynamic forecasting and early warning; general paradigm of big data forecasting research; formation and process of big data-driven economic and financial system management mechanism, etc. [31] (2) Combined with long-term data, the real-time correction technology, they can dispose of the matter of differences in carbon emission measurement under diverse scales. [32] The drone used was equipped with an RTK module that receives real-time corrections, thus maintaining a high accuracy. [33] After adding the measured flow rate for real-time correction, the average NSE of annual runoff simulation increases from 0. [34] This approach is different to the traditional methods by considering the multi-input parameters with real-time correction, in which every calculation step is investigated to realize the working state estimation by using the synthesis algorithm. [35] For matrix converter (MC), real-time correction of duty cycles is a good solution to eliminate the effects of input voltage disturbances on output performance. [36] ECD real-time correction with different condition has been proposed though dimensionless comparison of factors. [37] In this research, the potential performance of real-time PPP which makes use of NAVCAST real-time corrections is analyzed using various static and kinematic datasets. [38] The mean accuracy of the real-time corrections, which is represented by the signal-in-space ranging error (SISRE) value, is 10 cm for the IGSO and MEO satellites. [39] Using the combination of ionosphere model and the data from radio occultation monitoring systems, it is possible to form real-time corrections on a global scale, and to make their short-term forecasts. [40] The control methodology is performed by tracking the flow front with a real-time correction. [41] The relations between the errors and the directions can by applied in the real-time correction of the treatment of breast cancer patients with image guidance technique. [42] The mean square error criterion of the matching trajectory is established, and the particle filter (PF) algorithm is used to realize the iterative calculation of the real-time correction of the PDR cumulative error. [43] In particular, we describe the features that efficiently implement the demodulation and filtering required to suppress contaminating signals in the time-ordered data, and the capability for real-time correction of detector non-linearity and receiver balance. [44] The second stage is real-time correction: the original readout image is preprocessed by the fitting template to compensate for nonuniformity drift, and the total variation (TV) NUC algorithm with an adaptive iterative step size is designed to correct the residual high-frequency noise. [45] Finally, a real-time correction method for the friction torque is proposed in the fuel cut-off scenario. [46] The Support Vector Machine (SVM) method is adopted to establish the mass flow measurement error (MFME) model for on-line real-time correction. [47] In view of the fact that these UAVs are mostly used for navigation, the real-time correction of camera coordinates is not considered, and the accuracy of attitude parameters obtained by the inertial navigation unit of the micro/mini UAV is low. [48] This model allows the trapped charge in a detector to be constantly calculated for arbitrary exposure histories, providing a near-real-time correction for image persistence. [49] It generates real-time correction parameters of multi-TDICCD channels and pixels in-channel by rotating the focus plane before the calculation of the real-time calibration images, and improves the adaptability and PRNU (pixel response non-uniformity) values of the TDICCD mosaic camera imaging system. [50]

big data driven

In view of the important role of big data-driven economic and financial forecasting in social stability, innovative development, and sustainability, the research frontiers of big data-driven economic and financial forecasting in the future include: feature mining of complex economic systems with big data representation; accurate real-time correction of theories and methods of dynamic forecasting and early warning; general paradigm of big data forecasting research; formation and process of big data-driven economic and financial system management mechanism, etc. [1]