A review: state estimation based on hybrid models of Kalman filter and neural network

Unbiasedness-constrained least squares state estimation for time-varying systems with missing measurements under round-robin protocol

(2022) Ye Zhao et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

Hybrid variables-dependent event-triggered model predictive control subject to polytopic uncertainties

(2022) Xiongbo Wan et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

Proportional–integral-type estimator design for delayed recurrent neural networks under encoding–decoding mechanism

(2022) Fan Yang et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

L2-L∞ state estimation for continuous stochastic delayed neural networks via memory event-triggering strategy

(2022) Juanjuan Yang et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

Non-fragile l2-l∞ state estimation for time-delayed artificial neural networks: an adaptive event-triggered approach

(2022) Licheng Wang et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

Encoding-Decoding-Based Recursive Filtering for Fractional-Order Systems

(2022) Bo Jiang et al.   IEEE-CAA Journal of Automatica Sinica

Observer-based synchronisation control for discrete-time delayed switched complex networks with coding–decoding approach

(2022) Jinghui Suo et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

Observer-based PID control for actuator-saturated systems under binary encoding scheme

(2022) Pengyu Wen et al.   NEUROCOMPUTING

Design of robust H∞ state estimator for delayed polytopic uncertain genetic regulatory networks: Dealing with finite-time boundedness

(2022) Fuad E. Alsaadi et al.   NEUROCOMPUTING

Adaptive event-triggered state estimation for a class of stochastic complex networks subject to coding-decoding schemes and missing measurements

(2022) Chaoqing Jia et al.   NEUROCOMPUTING

Surface microseismic data denoising based on sparse autoencoder and Kalman filter

(2022) Xuegui Li et al.   Systems Science & Control Engineering

Resilient Unscented Kalman Filtering Fusion With Dynamic Event-Triggered Scheme: Applications to Multiple Unmanned Aerial Vehicles

(2022) Chunyu Li et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Observer-based non-fragile H ∞-consensus control for multi-agent systems under deception attacks

(2021) Jinnan Zhang et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

Time-series forecasting with deep learning: a survey

(2021) Bryan Lim et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Real UAV-Bird Image Classification Using CNN with a Synthetic Dataset

(2021) Ali Emre Öztürk et al.   Applied Sciences-Basel

Preserving State and Control Privacies in Networked Systems With Tokenized Polytopic Transforms

(2021) Zhongrui Hu et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

Intermittent dynamic event-triggered state estimation for delayed complex networks based on partial nodes

(2021) Luyang Yu et al.   NEUROCOMPUTING

Approximation-Free Robust Synchronization Control for Dual-Linear-Motors-Driven Systems With Uncertainties and Disturbances

(2021) Zhitai Liu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A Neuron-Based Kalman Filter with Nonlinear Autoregressive Model

(2020) Yu-ting Bai et al.   SENSORS

Set-membership filtering for piecewise linear systems with censored measurements under Round-Robin protocol

(2020) Xuerong Li et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

An SAE-based resampling SVM ensemble learning paradigm for pipeline leakage detection

(2020) Chuang Wang et al.   NEUROCOMPUTING

A Review on Deep Learning Models for Forecasting Time Series Data of Solar Irradiance and Photovoltaic Power

(2020) Rial A. Rajagukguk et al.   Energies

An Experimental Review on Deep Learning Architectures for Time Series Forecasting

(2020) Pedro Lara-Benitez et al.   International Journal of Neural Systems

Review of Indoor Positioning: Radio Wave Technology

(2020) Tan Kim Geok et al.   Applied Sciences-Basel

Outlier-Resistant Remote State Estimation for Recurrent Neural Networks With Mixed Time-Delays

(2020) Jiahui Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Co-estimation of capacity and state-of-charge for lithium-ion batteries in electric vehicles

(2019) Xiaoyu Li et al.   ENERGY

A novel time series forecasting model with deep learning

(2019) Zhipeng Shen et al.   NEUROCOMPUTING

MME-EKF-Based Path-Tracking Control of Autonomous Vehicles Considering Input Saturation

(2019) Chuan Hu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Convolutional Neural Network for Monocular Vision-based Multi-target Tracking

(2019) Sang-Hyeon Kim et al.   INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS

State-of-charge estimation of lithium-ion battery using an improved neural network model and extended Kalman filter

(2019) Cheng Chen et al.   JOURNAL OF CLEANER PRODUCTION

Dual-optimization for a MEMS-INS/GPS system during GPS outages based on the cubature Kalman filter and neural networks

(2019) Chong Shen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Resilient Control Design for Load Frequency Control System Under False Data Injection Attacks

(2019) Alireza Abbaspour et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Electricity Prices Forecasting using Artificial Neural Networks

(2018) Alma Y. Alanis   IEEE Latin America Transactions

Event-Triggered Globalized Dual Heuristic Programming and Its Application to Networked Control Systems

(2018) Yi Jun et al.   IEEE Transactions on Industrial Informatics

A Novel UKF-RBF Method Based on Adaptive Noise Factor for Fault Diagnosis in Pumping Unit

(2018) Zhou Wei et al.   IEEE Transactions on Industrial Informatics

Reliability based impact localization in composite panels using Bayesian updating and the Kalman filter

(2018) Llewellyn Morse et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

State-of-the-Art and Energy Management System of Lithium-Ion Batteries in Electric Vehicle Applications: Issues and Recommendations

(2018) Mahammad A. Hannan et al.   IEEE Access

Critical Review on the Battery State of Charge Estimation Methods for Electric Vehicles

(2018) Rui Xiong et al.   IEEE Access

Driver’s Intention Identification and Risk Evaluation at Intersections in the Internet of Vehicles

(2018) Chen Chen et al.   IEEE Internet of Things Journal

GRNN and KF Framework based Real Time Target Tracking Using PSOC BLE and Smartphone

(2018) Satish R. Jondhale et al.   Ad Hoc Networks

Vision-based Lateral State Estimation for Integrated Control of Automated Vehicles considering Multi-rate and Unevenly Delayed Measurements

(2018) Yafei Wang et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Indoor Positioning Algorithm Based on the Improved RSSI Distance Model

(2018) Guoquan Li et al.   SENSORS

A Wind Estimation Method with an Unmanned Rotorcraft for Environmental Monitoring Tasks

(2018) Jia-Ying Wang et al.   SENSORS

Protection scheme for power transmission lines based on SVM and ANN considering the presence of non-linear loads

(2017) Ebha Koley et al.   IET Generation Transmission & Distribution

A review of lithium-ion battery state of charge estimation and management system in electric vehicle applications: Challenges and recommendations

(2017) M.A. Hannan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Estimating Wheat Yield in China at the Field and District Scale from the Assimilation of Satellite Data into the Aquacrop and Simple Algorithm for Yield (SAFY) Models

(2017) Paolo Silvestro et al.   Remote Sensing

A linear model based on Kalman filter for improving neural network classification performance

(2016) Joko Siswantoro et al.   EXPERT SYSTEMS WITH APPLICATIONS

The Lower Limbs Kinematics Analysis by Wearable Sensor Shoes

(2016) Guangyi Li et al.   IEEE SENSORS JOURNAL

Effective wind speed estimation: Comparison between Kalman Filter and Takagi–Sugeno observer techniques

(2016) Eckhard Gauterin et al.   ISA TRANSACTIONS

Active vibration control of flexible cantilever plates using piezoelectric materials and artificial neural networks

(2016) Osama Abdeljaber et al.   JOURNAL OF SOUND AND VIBRATION

Explicit MPC-Based RBF Neural Network Controller Design With Discrete-Time Actual Kalman Filter for Semiactive Suspension

(2015) Lehel Huba Cseko et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

A calibration method for enhancing robot accuracy through integration of an extended Kalman filter algorithm and an artificial neural network

(2015) Hoai-Nhan Nguyen et al.   NEUROCOMPUTING

Daily wind speed forecasting through hybrid KF-ANN model based on ARIMA

(2015) Osamah Basheer Shukur et al.   RENEWABLE ENERGY

Multirate multisensor data fusion for linear systems using Kalman filters and a neural network

(2014) Sajjad Safari et al.   AEROSPACE SCIENCE AND TECHNOLOGY

A generic model-free approach for lithium-ion battery health management

(2014) Guangxing Bai et al.   APPLIED ENERGY

Descriptor-Type Kalman Filter and TLS EXIN Speed Estimate for Sensorless Control of a Linear Induction Motor

(2014) Francesco Alonge et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

State of charge estimation for Li-ion batteries using neural network modeling and unscented Kalman filter-based error cancellation

(2014) Wei He et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Short-term wind speed prediction using an unscented Kalman filter based state-space support vector regression approach

(2013) Kuilin Chen et al.   APPLIED ENERGY

An algorithm for on-line detection of high frequency oscillations related to epilepsy

(2013) Armando López-Cuevas et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Application of artificial intelligence to stator winding fault diagnosis in Permanent Magnet Synchronous Machines

(2013) Yaw D. Nyanteh et al.   ELECTRIC POWER SYSTEMS RESEARCH

Hybrid Kalman Filters for Very Short-Term Load Forecasting and Prediction Interval Estimation

(2013) Che Guan et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

New hybrid vision-based control approach for automated guided vehicles

(2012) Zoran Miljković et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

A review of in-flight detection and identification of aircraft icing and reconfigurable control

(2012) Fikret Caliskan et al.   PROGRESS IN AEROSPACE SCIENCES

A Widely Linear Complex Unscented Kalman Filter

(2011) D. H. Dini et al.   IEEE SIGNAL PROCESSING LETTERS

Cubature Kalman Filters

(2009) I. Arasaratnam et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL