Datong Liu - RankMe

83 papers A* 1C 2Journal 52Unranked 28

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	FexMo: Enabling Fuse Execution Mode for Multi-task CGRAs. MICRO Yufei Yang, Chenhao Xie, Chuliang Guo, Liansheng Liu, Xiyuan Peng, Datong Liu, Yu Peng
2025	J	`jnl`	Flight Data-Enabled Refined Anomaly Assessment of Unmanned Aerial Vehicles in Variable Trajectory Scenarios. IEEE Trans. Instrum. Meas. Zhou Su, Datong Liu, Na Wang, Benkuan Wang
2025	J	`jnl`	MDOFusion: A visible and infrared image fusion method based on multi-dimensional quantification allocation and dual optimization mechanism. Expert Syst. Appl. Tao Liu, Bo Chen, Benkuan Wang, Datong Liu
2025	J	`jnl`	PIAN: A physics-informed assimilation neural network for temporal super-resolution reconstruction of sensor data in satellite attitude control system. Adv. Eng. Informatics Yingqi Wang, Yuchen Song, Datong Liu
2025	J	`jnl`	Series-Connected Lithium-Ion Battery Packs' Self-Adaptive SOH Estimation via Inconsistency Representation Optimization. IEEE Trans. Instrum. Meas. Yuhang Du, Yuchen Song, Guangyuan Zeng, Yu Peng, Datong Liu
2024	J	`jnl`	A model-driven dual-derivation framework for quantitative fault detection in satellite power system. Adv. Eng. Informatics Pengming Wang, Liansheng Liu, Yuchen Song, Zhidong Li, Datong Liu
2024	—	`conf`	A multi-frequency phase difference estimation algorithm with time-frequency analysis. I2MTC Yuwei Qiao, Yu Peng, Liansheng Liu, Datong Liu
2024	—	`conf`	An Improved Image Stitching Method Based on Vision-Inertial Fusion. I2MTC Tao Liu, Bo Chen, Benkuan Wang, Datong Liu
2024	C	`conf`	Self-Adaptive Reconstruction of Spacecraft Irregular Sampling Telemetry Data Based on Neural Ordinary Differential Equation. INDIN Yingqi Wang, Yuchen Song, Shengwei Meng, Datong Liu
2024	—	`conf`	Simulation of UAV-Based Indoor Mapping for Multi-Story Building Using a RGB-D SLAM Solution. I2MTC Wenxiang Wu, Bo Chen, Datong Liu
2024	—	`conf`	TIADC Digital Calibration Based on apFFT Phase Measurement. I2MTC Runze Yu, Xiyuan Peng, Datong Liu
2024	J	`jnl`	Terahertz Automatic Localization and Imaging for Multiscene Delamination Damages of Composites Using Multilabel Attention Fusion Network. IEEE Trans. Instrum. Meas. Yafei Xu, Yuqing Cui, Xiyuan Peng, Datong Liu, Liuyang Zhang
2024	J	`jnl`	Unbalance Error Compensation Method of Aircraft APU Turbine Rotor Based on Blade Sorting. IEEE Trans. Instrum. Meas. Maowei Zhang, Xichen He, Zhongshen Dong, Lulu Wang, Datong Liu
2023	—	`conf`	A Multi-Channel Deep-Learning Prediction Algorithm for Battery State-of-Health Indicator. MetroXRAINE Gabriele Patrizi, Marcantonio Catelani, Lorenzo Ciani, Yuchen Song, Datong Liu
2023	J	`jnl`	A Subdivision Method of Flight Phases Based on Divide-and-Conquer Gaussian Mixture Model. IEEE Trans. Instrum. Meas. Yuan Wang, Benkuan Wang, Datong Liu
2023	J	`jnl`	Discrete Features Enhancement Based Online Anomaly Detection for Satellite Telemetry Series. IEEE Trans. Instrum. Meas. Jingyue Pang, Guangquan Zhao, Datong Liu, Xiyuan Peng
2023	J	`jnl`	Harmonic Reducer Fault Detection With Acoustic Emission. IEEE Trans. Instrum. Meas. Liansheng Liu, Zhuo Zhi, Yufei Yang, Shervin Shirmohammadi, Datong Liu
2023	—	`conf`	Lithium-ion battery pack on-line health diagnosis based on multi uncertainty model fusion. I2MTC Yuchen Song, Datong Liu, Yu Peng
2023	C	`conf`	Probabilistic-Attention Fusion-Based Lithium-ion Battery Pack Multivariate Prediction Method. IECON Yuhang Du, Yuchen Song, Datong Liu, Yu Peng
2023	—	`conf`	Time series fragmental variation trend anomaly detection method based on a temporal sequential modeling approach. I2MTC Yingqi Wang, Shengwei Meng, Yuchen Song, Datong Liu
2023	J	`jnl`	Uncertainty-Aware LSTM Based Dynamic Flight Fault Detection for UAV Actuator. IEEE Trans. Instrum. Meas. Kai Guo, Na Wang, Datong Liu, Xiyuan Peng
2022	J	`jnl`	An Embedded Instrument for Online Condition Monitoring of Unmanned and Autonomous Systems. IEEE Instrum. Meas. Mag. Benkuan Wang, Bo Chen, Datong Liu, Xiyuan Peng
2022	J	`jnl`	Guest Editorial Special Section for ICSMD 2021. IEEE Trans. Instrum. Meas. Datong Liu, Liuyang Zhang
2022	—	`conf`	Sensor Data Prediction for Fixed-wing Drone Based on Online Sequential Learning. I2MTC Jingyi Dong, Datong Liu
2021	J	`jnl`	An Improved Random Effects Wiener Process Accelerated Degradation Test Model for Lithium-Ion Battery. IEEE Trans. Instrum. Meas. Yandong Hou, Yuhang Du, Yu Peng, Datong Liu
2021	J	`jnl`	Guest Editorial Special Section for ICSMD2020. IEEE Trans. Instrum. Meas. Ruqiang Yan, Datong Liu
2021	J	`jnl`	Model-Based Health Diagnosis for Lithium-Ion Battery Pack in Space Applications. IEEE Trans. Ind. Electron. Yuchen Song, Yu Peng, Datong Liu
2021	J	`jnl`	UAV flight control sensing enhancement with a data-driven adaptive fusion model. Reliab. Eng. Syst. Saf. Kai Guo, Zhisheng Ye, Datong Liu, Xiyuan Peng
2020	—	`conf`	Accelerated Degradation Wiener Model for Lithiumion Battery Considering Individual Difference. I2MTC Yandong Hou, Datong Liu, Yu Peng
2020	—	`conf`	FPGA-based Implementation of Lithium-ion Battery SOH Estimator Using Particle Filter. I2MTC Yuchen Song, Datong Liu, Yu Peng
2020	J	`jnl`	Multivariate Regression-Based Fault Detection and Recovery of UAV Flight Data. IEEE Trans. Instrum. Meas. Benkuan Wang, Datong Liu, Yu Peng, Xiyuan Peng
2020	J	`jnl`	Real-Time Fault Detection for UAV Based on Model Acceleration Engine. IEEE Trans. Instrum. Meas. Benkuan Wang, Xiyuan Peng, Min Jiang, Datong Liu
2020	—	`conf`	Unsupervised Flight Phase Recognition with Flight Data Clustering based on GMM. I2MTC Datong Liu, Ning Xiao, Yujie Zhang, Xiyuan Peng
2019	—	`conf`	A Low Cost Flexible Digital Twin Platform for Spacecraft Lithium-ion Battery Pack Degradation Assessment. I2MTC Yu Peng, Xulong Zhang, Yuchen Song, Datong Liu
2019	J	`jnl`	ADMOST: UAV Flight Data Anomaly Detection and Mitigation via Online Subspace Tracking. IEEE Trans. Instrum. Meas. Yongfu He, Yu Peng, Shaojun Wang, Datong Liu
2019	J	`jnl`	Collective Anomalies Detection for Sensing Series of Spacecraft Telemetry with the Fusion of Probability Prediction and Markov Chain Model. Sensors Jingyue Pang, Datong Liu, Yu Peng, Xiyuan Peng
2019	—	`conf`	Data-Driven Anomaly Detection of UAV based on Multimodal Regression Model. I2MTC Benkuan Wang, Datong Liu, Xiyuan Peng, Zhenyu Wang
2019	J	`jnl`	Data-Driven Remaining Useful Life Prediction Considering Sensor Anomaly Detection and Data Recovery. IEEE Access Liansheng Liu, Qing Guo, Datong Liu, Yu Peng
2019	—	`conf`	Gearbox Fault Diagnosis Based on VMD and Acoustic Emission Technology. I2MTC Liquan Chen, Liansheng Liu, Min He, Datong Liu
2019	—	`conf`	Health Indicator Extraction for Electro-Mechanical Actuator with CHMM. I2MTC Yujie Zhang, Liansheng Liu, Min He, Dangxia Lyu, Yu Peng, Datong Liu
2019	J	`jnl`	Related Entropy Theories Application in Condition Monitoring of Rotating Machineries. Entropy Liansheng Liu, Zhuo Zhi, Hanxing Zhang, Qing Guo, Yu Peng, Datong Liu
2019	—	`conf`	Series-connected lithium-ion battery pack health modeling with cell inconsistency evaluation. I2MTC Yuchen Song, Datong Liu, Yu Peng
2019	J	`jnl`	UAV Sensor Fault Detection Using a Classifier without Negative Samples: A Local Density Regulated Optimization Algorithm. Sensors Kai Guo, Liansheng Liu, Shuhui Shi, Datong Liu, Xiyuan Peng
2018	J	`jnl`	A Structured Sparse Subspace Learning Algorithm for Anomaly Detection in UAV Flight Data. IEEE Trans. Instrum. Meas. Yongfu He, Yu Peng, Shaojun Wang, Datong Liu, Philip Heng Wai Leong
2018	J	`jnl`	A hybrid approach for UAV flight data estimation and prediction based on flight mode recognition. Microelectron. Reliab. Benkuan Wang, Datong Liu, Wenjuan Wang, Xiyuan Peng
2018	—	`conf`	A multiscale data-driven framework for lithium-ion battery on-line state estimation. I2MTC Yuchen Song, Yu Peng, Datong Liu
2018	J	`jnl`	An Electro-Mechanical Actuator Motor Voltage Estimation Method with a Feature-Aided Kalman Filter. Sensors Yujie Zhang, Liansheng Liu, Yu Peng, Datong Liu
2018	J	`jnl`	An On-Line State of Health Estimation of Lithium-Ion Battery Using Unscented Particle Filter. IEEE Access Datong Liu, Xuehao Yin, Yuchen Song, Wang Liu, Yu Peng
2018	J	`jnl`	An embedded intelligent system for on-line anomaly detection of unmanned aerial vehicle. J. Intell. Fuzzy Syst. Benkuan Wang, Yafeng Chen, Datong Liu, Xiyuan Peng
2018	—	`conf`	Data-driven on-line health assessment for lithium-ion battery with uncertainty presentation. ICPHM Yuchen Song, Datong Liu, Yu Peng
2018	J	`jnl`	Degradation estimation using feature increment stepwise linear regression for PWM Inverter of Electro-Mechanical Actuator. Microelectron. Reliab. Yu Peng, Y. J. Zhang, Datong Liu, Liansheng Liu
2018	—	`conf`	Hyperspectral image anomaly targets detection with online deep learning. I2MTC Ning Ma, Yu Peng, Shaojun Wang, Datong Liu
2018	J	`jnl`	Ieee Access Special Section Editorial: Complex System Health Management Based On Condition Monitoring And Test Data. IEEE Access Datong Liu, Haitao Liao, Enrico Zio, Qiang Miao, Bin Zhang, Chao Hu, Michael H. Azarian
2018	J	`jnl`	Intelligent pattern analysis and anomaly detection of satellite telemetry series with improved time series representation. J. Intell. Fuzzy Syst. Jingyue Pang, Datong Liu, Yu Peng, Xiyuan Peng
2018	—	`conf`	MEMS Sensor Data Anomaly Detection for the UAV Flight Control Subsystem. IEEE SENSORS Liansheng Liu, Mei Liu, Qing Guo, Datong Liu, Yu Peng
2018	J	`jnl`	Optimize the Coverage Probability of Prediction Interval for Anomaly Detection of Sensor-Based Monitoring Series. Sensors Jingyue Pang, Datong Liu, Yu Peng, Xiyuan Peng
2018	—	`conf`	SDR: Sensor data recovery for system condition monitoring. I2MTC Liansheng Liu, Datong Liu, Qing Guo, Yu Peng, Jun Liang
2018	—	`conf`	UAV sensor data anomaly detection using predictor with uncertainty estimation and its acceleration on FPGA. I2MTC Datong Liu, Zeyang Wang, Shaojun Wang, Yeyong Pang, Liansheng Liu
2017	—	`conf`	DSP based module for processing vibration signals of rotation machinery. I2MTC Wang Liu, Tianchi Zhao, David He, Datong Liu
2017	J	`jnl`	Data-driven hybrid remaining useful life estimation approach for spacecraft lithium-ion battery. Microelectron. Reliab. Yuchen Song, Datong Liu, Chen Yang, Yu Peng
2017	J	`jnl`	EMA remaining useful life prediction with weighted bagging GPR algorithm. Microelectron. Reliab. Yujie Zhang, Datong Liu, Jinxiang Yu, Yu Peng, Xiyuan Peng
2017	J	`jnl`	Fragment Anomaly Detection With Prediction and Statistical Analysis for Satellite Telemetry. IEEE Access Datong Liu, Jingyue Pang, Ge Song, Wei Xie, Yu Peng, Xiyuan Peng
2017	J	`jnl`	Low-Cost Adaptive Lebesgue Sampling Particle Filtering Approach for Real-Time Li-Ion Battery Diagnosis and Prognosis. IEEE Trans Autom. Sci. Eng. Wuzhao Yan, Bin Zhang, Wanchun Dou, Datong Liu, Yu Peng
2017	J	`jnl`	Quantitative selection of sensor data based on improved permutation entropy for system remaining useful life prediction. Microelectron. Reliab. Liansheng Liu, Shaojun Wang, Datong Liu, Yu Peng
2017	J	`jnl`	Recent progress on electro-mechanical system prognostics and health management. Microelectron. Reliab. Qiang Miao, Datong Liu
2016	J	`jnl`	A run-time built-in approach of TID test in SRAM based FPGAs. Microelectron. Reliab. Ning Ma, Shaojun Wang, Datong Liu, Yu Peng
2016	J	`jnl`	DRES: Data recovery for condition monitoring to enhance system reliability. Microelectron. Reliab. Liansheng Liu, Dawei Pan, Datong Liu, Yujie Zhang, Yu Peng
2016	J	`jnl`	Effective Sensor Selection and Data Anomaly Detection for Condition Monitoring of Aircraft Engines. Sensors Liansheng Liu, Datong Liu, Yujie Zhang, Yu Peng
2016	J	`jnl`	FESeR: A data-driven framework to enhance sensor reliability for the system condition monitoring. Microelectron. Reliab. Liansheng Liu, Yu Peng, Datong Liu
2016	—	`conf`	Kernel Self-Adaptive Learning-Based Satellite Telemetry Data Classification. CMCSN Junbao Li, Wenhui Yang, Datong Liu, Jing Liu
2015	J	`jnl`	A Health Indicator Extraction and Optimization Framework for Lithium-Ion Battery Degradation Modeling and Prognostics. IEEE Trans. Syst. Man Cybern. Syst. Datong Liu, Jianbao Zhou, Haitao Liao, Yu Peng, Xiyuan Peng
2015	J	`jnl`	An Integrated Probabilistic Approach to Lithium-Ion Battery Remaining Useful Life Estimation. IEEE Trans. Instrum. Meas. Datong Liu, Wei Xie, Haitao Liao, Yu Peng
2015	J	`jnl`	Anomaly detection for satellite power subsystem with associated rules based on Kernel Principal Component Analysis. Microelectron. Reliab. Dawei Pan, Datong Liu, Jun Zhou, Guoyong Zhang
2015	—	`conf`	Detecting continual anomalies in monitoring data stream based on sampling GPR algorithm. ICPHM Jingyue Pang, Datong Liu, Yu Peng, Xiyuan Peng
2015	J	`jnl`	Entropy-based sensor selection for condition monitoring and prognostics of aircraft engine. Microelectron. Reliab. Liansheng Liu, Shaojun Wang, Datong Liu, Yujie Zhang, Yu Peng
2015	J	`jnl`	Locality structure preserving based feature selection for prognostics. Intell. Data Anal. Yu Peng, Yong Xu, Datong Liu, Jun-Bao Li
2014	J	`jnl`	Lithium-ion battery remaining useful life estimation based on fusion nonlinear degradation AR model and RPF algorithm. Neural Comput. Appl. Datong Liu, Yue Luo, Jie Liu, Yu Peng, Limeng Guo, Michael G. Pecht
2013	J	`jnl`	A Multifunctional Joint Angle Sensor with Measurement Adaptability. Sensors Wei Quan, Hua Wang, Datong Liu
2013	—	`conf`	A design of fibre channel node with PCI interface. I2MTC Liansheng Liu, Chuan Liu, Yu Peng, Datong Liu
2013	—	`conf`	An optimized Relevance Vector Machine with incremental learning strategy for lithium-ion battery remaining useful life estimation. I2MTC Jianbao Zhou, Datong Liu, Yu Peng, Xiyuan Peng
2013	J	`jnl`	Prognostics for state of health estimation of lithium-ion batteries based on combination Gaussian process functional regression. Microelectron. Reliab. Datong Liu, Jingyue Pang, Jianbao Zhou, Yu Peng, Michael G. Pecht
2013	J	`jnl`	Quasiconformal kernel common locality discriminant analysis with application to breast cancer diagnosis. Inf. Sci. Jun-Bao Li, Yu Peng, Datong Liu
2012	—	`conf`	A wearable human gesture sensor with enviromental universality. CCECE Wei Quan, Xin Liu, Datong Liu