Datong Liu

According to our database1, Datong Liu authored at least 36 papers between 2012 and 2019.

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Bibliography

2019
ADMOST: UAV Flight Data Anomaly Detection and Mitigation via Online Subspace Tracking.
IEEE Trans. Instrumentation and Measurement, 2019

Collective Anomalies Detection for Sensing Series of Spacecraft Telemetry with the Fusion of Probability Prediction and Markov Chain Model.
Sensors, 2019

UAV Sensor Fault Detection Using a Classifier without Negative Samples: A Local Density Regulated Optimization Algorithm.
Sensors, 2019

Data-Driven Remaining Useful Life Prediction Considering Sensor Anomaly Detection and Data Recovery.
IEEE Access, 2019

2018
A Structured Sparse Subspace Learning Algorithm for Anomaly Detection in UAV Flight Data.
IEEE Trans. Instrumentation and Measurement, 2018

An Electro-Mechanical Actuator Motor Voltage Estimation Method with a Feature-Aided Kalman Filter.
Sensors, 2018

Optimize the Coverage Probability of Prediction Interval for Anomaly Detection of Sensor-Based Monitoring Series.
Sensors, 2018

A hybrid approach for UAV flight data estimation and prediction based on flight mode recognition.
Microelectronics Reliability, 2018

Degradation estimation using feature increment stepwise linear regression for PWM Inverter of Electro-Mechanical Actuator.
Microelectronics Reliability, 2018

An embedded intelligent system for on-line anomaly detection of unmanned aerial vehicle.
Journal of Intelligent and Fuzzy Systems, 2018

Intelligent pattern analysis and anomaly detection of satellite telemetry series with improved time series representation.
Journal of Intelligent and Fuzzy Systems, 2018

An On-Line State of Health Estimation of Lithium-Ion Battery Using Unscented Particle Filter.
IEEE Access, 2018

Ieee Access Special Section Editorial: Complex System Health Management Based On Condition Monitoring And Test Data.
IEEE Access, 2018

Data-driven on-line health assessment for lithium-ion battery with uncertainty presentation.
Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018

2017
Low-Cost Adaptive Lebesgue Sampling Particle Filtering Approach for Real-Time Li-Ion Battery Diagnosis and Prognosis.
IEEE Trans. Automation Science and Engineering, 2017

EMA remaining useful life prediction with weighted bagging GPR algorithm.
Microelectronics Reliability, 2017

Data-driven hybrid remaining useful life estimation approach for spacecraft lithium-ion battery.
Microelectronics Reliability, 2017

Recent progress on electro-mechanical system prognostics and health management.
Microelectronics Reliability, 2017

Quantitative selection of sensor data based on improved permutation entropy for system remaining useful life prediction.
Microelectronics Reliability, 2017

Fragment Anomaly Detection With Prediction and Statistical Analysis for Satellite Telemetry.
IEEE Access, 2017

2016
Effective Sensor Selection and Data Anomaly Detection for Condition Monitoring of Aircraft Engines.
Sensors, 2016

A run-time built-in approach of TID test in SRAM based FPGAs.
Microelectronics Reliability, 2016

DRES: Data recovery for condition monitoring to enhance system reliability.
Microelectronics Reliability, 2016

FESeR: A data-driven framework to enhance sensor reliability for the system condition monitoring.
Microelectronics Reliability, 2016

Kernel Self-Adaptive Learning-Based Satellite Telemetry Data Classification.
Proceedings of the Third International Conference on Computing Measurement Control and Sensor Network, 2016

2015
A Health Indicator Extraction and Optimization Framework for Lithium-Ion Battery Degradation Modeling and Prognostics.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2015

An Integrated Probabilistic Approach to Lithium-Ion Battery Remaining Useful Life Estimation.
IEEE Trans. Instrumentation and Measurement, 2015

Anomaly detection for satellite power subsystem with associated rules based on Kernel Principal Component Analysis.
Microelectronics Reliability, 2015

Entropy-based sensor selection for condition monitoring and prognostics of aircraft engine.
Microelectronics Reliability, 2015

Locality structure preserving based feature selection for prognostics.
Intell. Data Anal., 2015

Detecting continual anomalies in monitoring data stream based on sampling GPR algorithm.
Proceedings of the 2015 IEEE Conference on Prognostics and Health Management, 2015

2014
Lithium-ion battery remaining useful life estimation based on fusion nonlinear degradation AR model and RPF algorithm.
Neural Computing and Applications, 2014

2013
A Multifunctional Joint Angle Sensor with Measurement Adaptability.
Sensors, 2013

Prognostics for state of health estimation of lithium-ion batteries based on combination Gaussian process functional regression.
Microelectronics Reliability, 2013

Quasiconformal kernel common locality discriminant analysis with application to breast cancer diagnosis.
Inf. Sci., 2013

2012
A wearable human gesture sensor with enviromental universality.
Proceedings of the 25th IEEE Canadian Conference on Electrical and Computer Engineering, 2012


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