A wearable human gesture sensor with enviromental universality. - Wei Quan 005; Xin Liu; Datong Liu (CCECE, 2012)

A design of fibre channel node with PCI interface. - Liansheng Liu; Chuan Liu; Yu Peng 002; Datong Liu (I2MTC, 2013)

An optimized Relevance Vector Machine with incremental learning strategy for lithium-ion battery remaining useful life estimation. - Jianbao Zhou; Datong Liu; Yu Peng 002; Xiyuan Peng (I2MTC, 2013)

Quasiconformal kernel common locality discriminant analysis with application to breast cancer diagnosis. - Jun-Bao Li; Yu Peng 002; Datong Liu (Inf. Sci., 2013)

Prognostics for state of health estimation of lithium-ion batteries based on combination Gaussian process functional regression. - Datong Liu; Jingyue Pang; Jianbao Zhou; Yu Peng 002; Michael G. Pecht (Microelectron. Reliab., 2013)

A Multifunctional Joint Angle Sensor with Measurement Adaptability. - Wei Quan 005; Hua Wang; Datong Liu (Sensors, 2013)

Lithium-ion battery remaining useful life estimation based on fusion nonlinear degradation AR model and RPF algorithm. - Datong Liu; Yue Luo; Jie Liu 015; Yu Peng 002; Limeng Guo; Michael G. Pecht (Neural Comput. Appl., 2014)

Detecting continual anomalies in monitoring data stream based on sampling GPR algorithm. - Jingyue Pang; Datong Liu; Yu Peng 002; Xiyuan Peng (ICPHM, 2015)

Locality structure preserving based feature selection for prognostics. - Yu Peng 002; Yong Xu; Datong Liu; Jun-Bao Li (Intell. Data Anal., 2015)

Entropy-based sensor selection for condition monitoring and prognostics of aircraft engine. - Liansheng Liu; Shaojun Wang; Datong Liu; Yujie Zhang; Yu Peng 002 (Microelectron. Reliab., 2015)

Anomaly detection for satellite power subsystem with associated rules based on Kernel Principal Component Analysis. - Dawei Pan; Datong Liu; Jun Zhou; Guoyong Zhang (Microelectron. Reliab., 2015)

An Integrated Probabilistic Approach to Lithium-Ion Battery Remaining Useful Life Estimation. - Datong Liu; Wei Xie; Haitao Liao; Yu Peng 002 (IEEE Trans. Instrum. Meas., 2015)

A Health Indicator Extraction and Optimization Framework for Lithium-Ion Battery Degradation Modeling and Prognostics. - Datong Liu; Jianbao Zhou; Haitao Liao; Yu Peng 002; Xiyuan Peng (IEEE Trans. Syst. Man Cybern. Syst., 2015)

Kernel Self-Adaptive Learning-Based Satellite Telemetry Data Classification. - Junbao Li; Wenhui Yang; Datong Liu; Jing Liu (CMCSN, 2016)

FESeR: A data-driven framework to enhance sensor reliability for the system condition monitoring. - Liansheng Liu; Yu Peng 002; Datong Liu (Microelectron. Reliab., 2016)

DRES: Data recovery for condition monitoring to enhance system reliability. - Liansheng Liu; Dawei Pan; Datong Liu; Yujie Zhang; Yu Peng 002 (Microelectron. Reliab., 2016)

A run-time built-in approach of TID test in SRAM based FPGAs. - Ning Ma; Shaojun Wang; Datong Liu; Yu Peng 002 (Microelectron. Reliab., 2016)

Effective Sensor Selection and Data Anomaly Detection for Condition Monitoring of Aircraft Engines. - Liansheng Liu; Datong Liu; Yujie Zhang; Yu Peng 002 (Sensors, 2016)

DSP based module for processing vibration signals of rotation machinery. - Wang Liu; Tianchi Zhao; David He; Datong Liu (I2MTC, 2017)

Fragment Anomaly Detection With Prediction and Statistical Analysis for Satellite Telemetry. - Datong Liu; Jingyue Pang; Ge Song; Wei Xie; Yu Peng 002; Xiyuan Peng (IEEE Access, 2017)

Quantitative selection of sensor data based on improved permutation entropy for system remaining useful life prediction. - Liansheng Liu; Shaojun Wang; Datong Liu; Yu Peng 002 (Microelectron. Reliab., 2017)

Recent progress on electro-mechanical system prognostics and health management. - Qiang Miao; Datong Liu (Microelectron. Reliab., 2017)

Data-driven hybrid remaining useful life estimation approach for spacecraft lithium-ion battery. - Yuchen Song; Datong Liu; Chen Yang; Yu Peng 002 (Microelectron. Reliab., 2017)

EMA remaining useful life prediction with weighted bagging GPR algorithm. - Yujie Zhang; Datong Liu; Jinxiang Yu; Yu Peng 002; Xiyuan Peng (Microelectron. Reliab., 2017)

Low-Cost Adaptive Lebesgue Sampling Particle Filtering Approach for Real-Time Li-Ion Battery Diagnosis and Prognosis. - Wuzhao Yan; Bin Zhang 008; Wanchun Dou; Datong Liu; Yu Peng 002 (IEEE Trans Autom. Sci. Eng., 2017)

SDR: Sensor data recovery for system condition monitoring. - Liansheng Liu; Datong Liu; Qing Guo 001; Yu Peng 002; Jun Liang (I2MTC, 2018)

UAV sensor data anomaly detection using predictor with uncertainty estimation and its acceleration on FPGA. - Datong Liu; Zeyang Wang; Shaojun Wang; Yeyong Pang; Liansheng Liu (I2MTC, 2018)

Hyperspectral image anomaly targets detection with online deep learning. - Ning Ma; Yu Peng 002; Shaojun Wang; Datong Liu (I2MTC, 2018)

A multiscale data-driven framework for lithium-ion battery on-line state estimation. - Yuchen Song; Yu Peng 002; Datong Liu (I2MTC, 2018)

Data-driven on-line health assessment for lithium-ion battery with uncertainty presentation. - Yuchen Song; Datong Liu; Yu Peng 002 (ICPHM, 2018)

MEMS Sensor Data Anomaly Detection for the UAV Flight Control Subsystem. - Liansheng Liu; Mei Liu; Qing Guo 001; Datong Liu; Yu Peng 002 (IEEE SENSORS, 2018)

Ieee Access Special Section Editorial: Complex System Health Management Based On Condition Monitoring And Test Data. - Datong Liu; Haitao Liao; Enrico Zio; Qiang Miao; Bin Zhang 008; Chao Hu; Michael H. Azarian (IEEE Access, 2018)

An On-Line State of Health Estimation of Lithium-Ion Battery Using Unscented Particle Filter. - Datong Liu; Xuehao Yin; Yuchen Song; Wang Liu; Yu Peng 002 (IEEE Access, 2018)

Intelligent pattern analysis and anomaly detection of satellite telemetry series with improved time series representation. - Jingyue Pang; Datong Liu; Yu Peng 002; Xiyuan Peng (J. Intell. Fuzzy Syst., 2018)

An embedded intelligent system for on-line anomaly detection of unmanned aerial vehicle. - Benkuan Wang; Yafeng Chen; Datong Liu; Xiyuan Peng (J. Intell. Fuzzy Syst., 2018)

Degradation estimation using feature increment stepwise linear regression for PWM Inverter of Electro-Mechanical Actuator. - Yu Peng 002; Y. J. Zhang; Datong Liu; Liansheng Liu (Microelectron. Reliab., 2018)

A hybrid approach for UAV flight data estimation and prediction based on flight mode recognition. - Benkuan Wang; Datong Liu; Wenjuan Wang; Xiyuan Peng (Microelectron. Reliab., 2018)

Optimize the Coverage Probability of Prediction Interval for Anomaly Detection of Sensor-Based Monitoring Series. - Jingyue Pang; Datong Liu; Yu Peng 002; Xiyuan Peng (Sensors, 2018)

An Electro-Mechanical Actuator Motor Voltage Estimation Method with a Feature-Aided Kalman Filter. - Yujie Zhang; Liansheng Liu; Yu Peng 002; Datong Liu (Sensors, 2018)

A Structured Sparse Subspace Learning Algorithm for Anomaly Detection in UAV Flight Data. - Yongfu He; Yu Peng 002; Shaojun Wang; Datong Liu; Philip Heng Wai Leong (IEEE Trans. Instrum. Meas., 2018)

Gearbox Fault Diagnosis Based on VMD and Acoustic Emission Technology. - Liquan Chen; Liansheng Liu; Min He; Datong Liu (I2MTC, 2019)

A Low Cost Flexible Digital Twin Platform for Spacecraft Lithium-ion Battery Pack Degradation Assessment. - Yu Peng 002; Xulong Zhang 004; Yuchen Song; Datong Liu (I2MTC, 2019)

Series-connected lithium-ion battery pack health modeling with cell inconsistency evaluation. - Yuchen Song; Datong Liu; Yu Peng 002 (I2MTC, 2019)

Data-Driven Anomaly Detection of UAV based on Multimodal Regression Model. - Benkuan Wang; Datong Liu; Xiyuan Peng; Zhenyu Wang (I2MTC, 2019)

Health Indicator Extraction for Electro-Mechanical Actuator with CHMM. - Yujie Zhang; Liansheng Liu; Min He; Dangxia Lyu; Yu Peng 002; Datong Liu (I2MTC, 2019)

Data-Driven Remaining Useful Life Prediction Considering Sensor Anomaly Detection and Data Recovery. - Liansheng Liu; Qing Guo 001; Datong Liu; Yu Peng 002 (IEEE Access, 2019)

Related Entropy Theories Application in Condition Monitoring of Rotating Machineries. - Liansheng Liu; Zhuo Zhi; Hanxing Zhang; Qing Guo 001; Yu Peng 002; Datong Liu (Entropy, 2019)

UAV Sensor Fault Detection Using a Classifier without Negative Samples: A Local Density Regulated Optimization Algorithm. - Kai Guo; Liansheng Liu; Shuhui Shi; Datong Liu; Xiyuan Peng (Sensors, 2019)

Collective Anomalies Detection for Sensing Series of Spacecraft Telemetry with the Fusion of Probability Prediction and Markov Chain Model. - Jingyue Pang; Datong Liu; Yu Peng 002; Xiyuan Peng (Sensors, 2019)

ADMOST: UAV Flight Data Anomaly Detection and Mitigation via Online Subspace Tracking. - Yongfu He; Yu Peng 002; Shaojun Wang; Datong Liu (IEEE Trans. Instrum. Meas., 2019)

Accelerated Degradation Wiener Model for Lithiumion Battery Considering Individual Difference. - Yandong Hou; Datong Liu; Yu Peng 002 (I2MTC, 2020)

Unsupervised Flight Phase Recognition with Flight Data Clustering based on GMM. - Datong Liu; Ning Xiao; Yujie Zhang; Xiyuan Peng (I2MTC, 2020)

FPGA-based Implementation of Lithium-ion Battery SOH Estimator Using Particle Filter. - Yuchen Song; Datong Liu; Yu Peng 002 (I2MTC, 2020)

Multivariate Regression-Based Fault Detection and Recovery of UAV Flight Data. - Benkuan Wang; Datong Liu; Yu Peng 002; Xiyuan Peng (IEEE Trans. Instrum. Meas., 2020)

Real-Time Fault Detection for UAV Based on Model Acceleration Engine. - Benkuan Wang; Xiyuan Peng; Min Jiang; Datong Liu (IEEE Trans. Instrum. Meas., 2020)

UAV flight control sensing enhancement with a data-driven adaptive fusion model. - Kai Guo; Zhisheng Ye 001; Datong Liu; Xiyuan Peng (Reliab. Eng. Syst. Saf., 2021)

Model-Based Health Diagnosis for Lithium-Ion Battery Pack in Space Applications. - Yuchen Song; Yu Peng 002; Datong Liu (IEEE Trans. Ind. Electron., 2021)

An Improved Random Effects Wiener Process Accelerated Degradation Test Model for Lithium-Ion Battery. - Yandong Hou; Yuhang Du; Yu Peng 002; Datong Liu (IEEE Trans. Instrum. Meas., 2021)

Guest Editorial Special Section for ICSMD2020. - Ruqiang Yan 001; Datong Liu (IEEE Trans. Instrum. Meas., 2021)

Sensor Data Prediction for Fixed-wing Drone Based on Online Sequential Learning. - Jingyi Dong; Datong Liu (I2MTC, 2022)

An Embedded Instrument for Online Condition Monitoring of Unmanned and Autonomous Systems. - Benkuan Wang; Bo Chen; Datong Liu; Xiyuan Peng (IEEE Instrum. Meas. Mag., 2022)

Guest Editorial Special Section for ICSMD 2021. - Datong Liu; Liuyang Zhang (IEEE Trans. Instrum. Meas., 2022)

Lithium-ion battery pack on-line health diagnosis based on multi uncertainty model fusion. - Yuchen Song; Datong Liu; Yu Peng 002 (I2MTC, 2023)

Time series fragmental variation trend anomaly detection method based on a temporal sequential modeling approach. - Yingqi Wang; Shengwei Meng; Yuchen Song; Datong Liu (I2MTC, 2023)

Probabilistic-Attention Fusion-Based Lithium-ion Battery Pack Multivariate Prediction Method. - Yuhang Du; Yuchen Song; Datong Liu; Yu Peng 002 (IECON, 2023)

A Multi-Channel Deep-Learning Prediction Algorithm for Battery State-of-Health Indicator. - Gabriele Patrizi; Marcantonio Catelani; Lorenzo Ciani; Yuchen Song; Datong Liu (MetroXRAINE, 2023)

Uncertainty-Aware LSTM Based Dynamic Flight Fault Detection for UAV Actuator. - Kai Guo; Na Wang; Datong Liu; Xiyuan Peng (IEEE Trans. Instrum. Meas., 2023)

Harmonic Reducer Fault Detection With Acoustic Emission. - Liansheng Liu; Zhuo Zhi; Yufei Yang; Shervin Shirmohammadi; Datong Liu (IEEE Trans. Instrum. Meas., 2023)

Discrete Features Enhancement Based Online Anomaly Detection for Satellite Telemetry Series. - Jingyue Pang; Guangquan Zhao; Datong Liu; Xiyuan Peng (IEEE Trans. Instrum. Meas., 2023)

A Subdivision Method of Flight Phases Based on Divide-and-Conquer Gaussian Mixture Model. - Yuan Wang 043; Benkuan Wang; Datong Liu (IEEE Trans. Instrum. Meas., 2023)

An Improved Image Stitching Method Based on Vision-Inertial Fusion. - Tao Liu; Bo Chen; Benkuan Wang; Datong Liu (I2MTC, 2024)

A multi-frequency phase difference estimation algorithm with time-frequency analysis. - Yuwei Qiao; Yu Peng 002; Liansheng Liu; Datong Liu (I2MTC, 2024)

Simulation of UAV-Based Indoor Mapping for Multi-Story Building Using a RGB-D SLAM Solution. - Wenxiang Wu; Bo Chen; Datong Liu (I2MTC, 2024)

TIADC Digital Calibration Based on apFFT Phase Measurement. - Runze Yu; Xiyuan Peng; Datong Liu (I2MTC, 2024)

Self-Adaptive Reconstruction of Spacecraft Irregular Sampling Telemetry Data Based on Neural Ordinary Differential Equation. - Yingqi Wang; Yuchen Song; Shengwei Meng; Datong Liu (INDIN, 2024)

A model-driven dual-derivation framework for quantitative fault detection in satellite power system. - Pengming Wang; Liansheng Liu; Yuchen Song; Zhidong Li; Datong Liu (Adv. Eng. Informatics, 2024)

Terahertz Automatic Localization and Imaging for Multiscene Delamination Damages of Composites Using Multilabel Attention Fusion Network. - Yafei Xu; Yuqing Cui; Xiyuan Peng; Datong Liu; Liuyang Zhang (IEEE Trans. Instrum. Meas., 2024)

Unbalance Error Compensation Method of Aircraft APU Turbine Rotor Based on Blade Sorting. - Maowei Zhang; Xichen He; Zhongshen Dong; Lulu Wang; Datong Liu (IEEE Trans. Instrum. Meas., 2024)

PIAN: A physics-informed assimilation neural network for temporal super-resolution reconstruction of sensor data in satellite attitude control system. - Yingqi Wang; Yuchen Song; Datong Liu (Adv. Eng. Informatics, 2025)

MDOFusion: A visible and infrared image fusion method based on multi-dimensional quantification allocation and dual optimization mechanism. - Tao Liu; Bo Chen; Benkuan Wang; Datong Liu (Expert Syst. Appl., 2025)

Series-Connected Lithium-Ion Battery Packs' Self-Adaptive SOH Estimation via Inconsistency Representation Optimization. - Yuhang Du; Yuchen Song; Guangyuan Zeng; Yu Peng 002; Datong Liu (IEEE Trans. Instrum. Meas., 2025)

Flight Data-Enabled Refined Anomaly Assessment of Unmanned Aerial Vehicles in Variable Trajectory Scenarios. - Zhou Su; Datong Liu; Na Wang; Benkuan Wang (IEEE Trans. Instrum. Meas., 2025)