Yan Liang

Orcid: 0000-0003-4798-4257

Affiliations:
  • Northwestern Polytechnical University, School of Automation, Xi'an, China
  • University of Alberta, Canada (2007 - 2008)
  • Hong Kong Polytechnic University, Hong Kong (2006)
  • Tsinghua University, China (2001 - 2003)
  • Northwestern Polytechnical University, Xi'an, China (PhD 2001)


According to our database1, Yan Liang authored at least 129 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Explainable Gated Bayesian Recurrent Neural Network for Non-Markov State Estimation.
IEEE Trans. Signal Process., 2024

Memory-biomimetic deep Bayesian filtering.
Inf. Fusion, 2024

Distributed credible evidence fusion with privacy-preserving.
Inf. Fusion, 2024

Bionic-inspired oil price prediction: Auditory multi-feature collaboration network.
Expert Syst. Appl., 2024

2023
Human-cognition-inspired deep model with its application to ocean wave height forecasting.
Expert Syst. Appl., November, 2023

A quadratic convex framework with bigger freedom for the stability analysis of a cyber-physical microgrid system.
Sci. China Inf. Sci., February, 2023

Hybrid Sampling-Based Particle Filtering With Temporal Constraints.
IEEE Trans. Syst. Man Cybern. Syst., 2023

Multi-level Deep Learning Kalman Filter.
Proceedings of the International Conference on Advanced Robotics and Mechatronics, 2023

2022
Modeling and State Estimation of Linear Destination-Constrained Dynamic Systems.
IEEE Trans. Signal Process., 2022

Distributed Estimation for Multi-Subsystem With Coupled Constraints.
IEEE Trans. Signal Process., 2022

Distributed Extended Object Tracking Using Coupled Velocity Model From WLS Perspective.
IEEE Trans. Signal Inf. Process. over Networks, 2022

Variational Learning Data Fusion With Unknown Correlation.
IEEE Trans. Cybern., 2022

Maneuvering extended object tracking based on constrained expectation maximization.
Signal Process., 2022

Rapid trajectory clustering based on neighbor spatial analysis.
Pattern Recognit. Lett., 2022

Learning-based airborne sensor task assignment in unknown dynamic environments.
Eng. Appl. Artif. Intell., 2022

Global state estimation under sequential measurement fusion for clustered sensor networks with cross-correlated measurement noises.
Autom., 2022

2021
EM-based extended object tracking without a priori extension evolution model.
Signal Process., 2021

ARC-SL: Association rule-based classification with soft labels.
Knowl. Based Syst., 2021

EARC: Evidential association rule-based classification.
Inf. Sci., 2021

Robust control for a class of cyber-physical systems with multi-uncertainties.
Int. J. Syst. Sci., 2021

Distributed Extended Object Tracking Information Filter Over Sensor Networks.
CoRR, 2021

Variational Bayesian inference for the identification of FIR systems via quantized output data.
Autom., 2021

Distributed Weighted Least Squares Estimator Without Prior Distribution Knowledge.
Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021

Load frequency control for cyber-physical microgrid via a relaxed quadratic convex framework.
Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021

State Estimation for the Unknown Motion Model with Bearing-only Measurement.
Proceedings of the 2021 International Conference on Control, 2021

Distributed Upper-Bound Information Filter with Generalized Unknown Disturbances in Sensor Networks.
Proceedings of the 2021 International Conference on Control, 2021

2020
On Arithmetic Average Fusion and Its Application for Distributed Multi-Bernoulli Multitarget Tracking.
IEEE Trans. Signal Process., 2020

Target State and Markovian Jump Ionospheric Height Bias Estimation for OTHR Tracking Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Route-Based Dynamics Modeling and Tracking With Application to Air Traffic Surveillance.
IEEE Trans. Intell. Transp. Syst., 2020

New H∞ state estimation criteria of delayed static neural networks via the Lyapunov-Krasovskii functional with negative definite terms.
Neural Networks, 2020

Distributed Weighted Least Squares Estimator Based on ADMM.
CoRR, 2020

Mode separability-based state estimation for uncertain constrained dynamic systems.
Autom., 2020

Multi-frame decision fusion based on evidential association rule mining for target identification.
Appl. Soft Comput., 2020

New Results on State Estimation of Static Neural Networks with Time-Varying Delays.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

A Two-stage Particle Filter for Equality Constrained Systems.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

2019
Bearing-Only Obstacle Avoidance Based on Unknown Input Observer and Angle-Dependent Artificial Potential Field.
Sensors, 2019

Linear minimum mean square error filtering with stochastic linear equality constraints.
Int. J. Syst. Sci., 2019

A Bayesian Framework for Joint Target Tracking, Classification, and Intent Inference.
IEEE Access, 2019

Boundary Detection-Based Density Peaks Clustering.
IEEE Access, 2019

A Concave Optimization-Based Approach for Joint Multi-Target Track Initialization.
IEEE Access, 2019

Joint Data Compression and Parameter Estimation for Kronecker Product Structure.
IEEE Access, 2019

Unscented Recursive Filtering for Inequality Constrained Systems.
IEEE Access, 2019

A Track-oriented Approach to Target Tracking with Random Finite Set Observations.
Proceedings of the 2019 International Conference on Control, 2019

Stabilizing Control for Cyber-Physical Systems against Energy-Constrained Deception Attacks.
Proceedings of the 2019 International Conference on Control, 2019

A Robust Student's t-Based Labeled Multi-Bernoulli Filter.
Proceedings of the 22th International Conference on Information Fusion, 2019

Gaussian Mixture Fitting Filter for Non-Gaussian Measurement Environment.
Proceedings of the 22th International Conference on Information Fusion, 2019

2018
A Novel Energy-Efficient Multi-Sensor Fusion Wake-Up Control Strategy Based on a Biomimetic Infectious-Immune Mechanism for Target Tracking.
Sensors, 2018

Joint optimization and perceptual boosting of global and local contrast for efficient contrast enhancement.
Multim. Tools Appl., 2018

Distributed ECM Algorithm for OTHR Multipath Target Tracking With Unknown Ionospheric Heights.
IEEE J. Sel. Top. Signal Process., 2018

Bias estimation for asynchronous multi-rate multi-sensor fusion with unknown inputs.
Inf. Fusion, 2018

A Heavy-Tailed Noise Tolerant Labeled Multi-Bernoulli Filter.
Proceedings of the 21st International Conference on Information Fusion, 2018

Linear Gaussian Regression Filter Based on Variational Bayes.
Proceedings of the 21st International Conference on Information Fusion, 2018

2017
Constrained Dynamic Systems: Generalized Modeling and State Estimation.
IEEE Trans. Aerosp. Electron. Syst., 2017

Tobit Kalman filter with fading measurements.
Signal Process., 2017

State estimation for asynchronous sensor systems with Markov jumps and multiplicative noises.
Inf. Sci., 2017

Model-reduced fault detection for multi-rate sensor fusion with unknown inputs.
Inf. Fusion, 2017

JIE for a class of MD systems.
IET Signal Process., 2017

Gaussian mixture approximation smoother for hypersonic glide reentry vehicles tracking.
Proceedings of the 20th International Conference on Information Fusion, 2017

2016
Measurement Random Latency Probability Identification.
IEEE Trans. Autom. Control., 2016

Multi-Sensor Consensus Estimation of State, Sensor Biases and Unknown Input.
Sensors, 2016

Adaptive Collaborative Gaussian Mixture Probability Hypothesis Density Filter for Multi-Target Tracking.
Sensors, 2016

Distributed fusion estimation with square-root array implementation for Markovian jump linear systems with random parameter matrices and cross-correlated noises.
Inf. Sci., 2016

Gaussian-consensus filter for nonlinear systems with randomly delayed measurements in sensor networks.
Inf. Fusion, 2016

A survey on joint tracking using expectation-maximization based techniques.
Inf. Fusion, 2016

The joint optimal filtering and fault detection for multi-rate sensor fusion under unknown inputs.
Inf. Fusion, 2016

Combining sources of evidence with reliability and importance for decision making.
Central Eur. J. Oper. Res., 2016

Minimum upper-bound filter of Markovian jump linear systems with generalized unknown disturbances.
Autom., 2016

Dynamic modeling for route-based motions.
Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016

Joint estimation of fast-updating state and intermittent-updating state.
Proceedings of the 22nd International Conference on Automation and Computing, 2016

Multiple model box-particle cardinality balanced multi-target multi-Bernoulli filter for multiple maneuvering targets tracking.
Proceedings of the 2016 International Conference on Control, 2016

Efficient implementation of maximization likelihood estimation to constrained measurement random latency probability in nonlinear system.
Proceedings of the 2016 International Conference on Control, 2016

Cardinality Balanced Multi-Target Multi-Bernoulli filter for target tracking with amplitude information.
Proceedings of the 19th International Conference on Information Fusion, 2016

Anti-ship missile target tracking based on guidance law estimation.
Proceedings of the 19th International Conference on Information Fusion, 2016

A kinematic model of route-based target tracking: Direct discrete-time form.
Proceedings of the 19th International Conference on Information Fusion, 2016

Multi-path multi-rate filter for OTHR based tracking systems.
Proceedings of the 19th International Conference on Information Fusion, 2016

Covariance correction filter with unknown disturbance associated to system state.
Proceedings of the 2016 American Control Conference, 2016

Analytical identification of system parameter nonlinearly coupled in dynamic transition matrix.
Proceedings of the 2016 American Control Conference, 2016

2015
Nonlinear Gaussian Smoothers With Colored Measurement Noise.
IEEE Trans. Autom. Control., 2015

Belief rule-based classification system: Extension of FRBCS in belief functions framework.
Inf. Sci., 2015

Gaussian sum filter of Markov jump non-linear systems.
IET Signal Process., 2015

Adaptive extended piecewise histogram equalisation for dark image enhancement.
IET Image Process., 2015

An effective modeling framework for equality-constrained dynamic systems.
Proceedings of the 18th International Conference on Information Fusion, 2015

Adaptive upper-bound linear mean square error filter of Markovian jump linear systems with generalized unknown disturbances.
Proceedings of the 18th International Conference on Information Fusion, 2015

Doppler-only tracking under a minimum detectable velocity constraint.
Proceedings of the 18th International Conference on Information Fusion, 2015

Joint estimation of target state and ionosphere state for OTHR based tracking.
Proceedings of the 18th International Conference on Information Fusion, 2015

2014
An EM Algorithm for Multipath State Estimation in OTHR Target Tracking.
IEEE Trans. Signal Process., 2014

Constrained State Estimation for Individual Localization in Wireless Body Sensor Networks.
Sensors, 2014

Linear minimum-mean-square error estimation of Markovian jump linear systems with randomly delayed measurements.
IET Signal Process., 2014

Fast-rate residual generator based on multiple slow-rate sensors.
IET Signal Process., 2014

General equivalence between two kinds of noise-correlation filters.
Autom., 2014

Design and implementation of Gaussian filter for nonlinear system with randomly delayed measurements and correlated noises.
Appl. Math. Comput., 2014

Linearly constrained estimation via state space decomposition.
Proceedings of the 17th International Conference on Information Fusion, 2014

Gaussian sum filter for state estimation of Markov jump nonlinear system.
Proceedings of the 17th International Conference on Information Fusion, 2014

A distributed expectation-maximization algorithm for OTHR multipath target tracking.
Proceedings of the 17th International Conference on Information Fusion, 2014

Constrained Extended Kalman Filter for ultra-wideband radio based individual navigation.
Proceedings of the 17th International Conference on Information Fusion, 2014

2013
Gaussian Smoothers for Nonlinear Systems With One-Step Randomly Delayed Measurements.
IEEE Trans. Autom. Control., 2013

Particle filter with multimode sampling strategy.
Signal Process., 2013

The distributed infectious disease model and its application to collaborative sensor wakeup of wireless sensor networks.
Inf. Sci., 2013

Bio-inspired optimisation approach for data association in target tracking.
Int. J. Wirel. Mob. Comput., 2013

Gaussian filter for nonlinear systems with one-step randomly delayed measurements.
Autom., 2013

Weapon target assignment leveraging strong submodularity.
Proceedings of the IEEE International Conference on Information and Automation, 2013

Joint estimation of target state and ionosphere state of over-the-horizon radar.
Proceedings of the 16th International Conference on Information Fusion, 2013

Adaptive filter for linear systems with generalized unknown disturbance in measurements.
Proceedings of the 16th International Conference on Information Fusion, 2013

Global space-time association for Probability Hypothesis Density filter.
Proceedings of the 16th International Conference on Information Fusion, 2013

Joint multipath data association and fusion for OTHR.
Proceedings of the 16th International Conference on Information Fusion, 2013

Iterated minimum upper bound filter for tracking orbit maneuvering targets.
Proceedings of the 16th International Conference on Information Fusion, 2013

2012
A Gaussian approximation recursive filter for nonlinear systems with correlated noises.
Autom., 2012

Joint estimation of state and sensor systematic error in hybrid system.
Proceedings of the 15th International Conference on Information Fusion, 2012

Enhanced OTHR detection using Bayesian fusion of multipath target returns.
Proceedings of the 15th International Conference on Information Fusion, 2012

A nonlinear tracking algorithm with range-rate measurements based on unbiased measurement conversion.
Proceedings of the 15th International Conference on Information Fusion, 2012

Converted Measurement Kalman filter with nonlinear equality constrains.
Proceedings of the 15th International Conference on Information Fusion, 2012

Semi-coupled dictionary learning with applications to image super-resolution and photo-sketch synthesis.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Nonlocal Spectral Prior Model for Low-Level Vision.
Proceedings of the Computer Vision - ACCV 2012, 2012

2010
A Biologically Inspired Sensor Wakeup Control Method for Wireless Sensor Networks.
IEEE Trans. Syst. Man Cybern. Part C, 2010

Optimal Linear State Estimator With Multiple Packet Dropouts.
IEEE Trans. Autom. Control., 2010

A quadratic programming based cluster correspondence projection algorithm for fast point matching.
Comput. Vis. Image Underst., 2010

Multi-rate stochastic H<sub>∞</sub> filtering for networked multi-sensor fusion.
Autom., 2010

Estimation of systems with statistically-constrained inputs.
Appl. Math. Comput., 2010

2009
Multi-rate optimal state estimation.
Int. J. Control, 2009

H<sub>infinity</sub> filtering of a class of multi-rate multi-sensor fusion systems.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Adaptive Filtering for Stochastic Systems With Generalized Disturbance Inputs.
IEEE Signal Process. Lett., 2008

2007
Dynamic Population Size Based Particle Swarm Optimization.
Proceedings of the Advances in Computation and Intelligence, 2007

Adaptive Multi-Cue Kernel Tracking.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Estimation of Markov Jump systems with mode observation one-step lagged to state measurement.
Proceedings of the 10th International Conference on Information Fusion, 2007

2006
Prediction of Protein Subcellular Localizations Using Moment Descriptors and Support Vector Machine.
Proceedings of the Pattern Recognition in Bioinformatics, International Workshop, 2006

Swarm Intelligence for the Self-Organization of Wireless Sensor Network.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Combined Interacting Multiple Model Map-Tuned Variance Method for Ground Target Tracking.
Proceedings of The 2005 International Conference on Information and Knowledge Engineering, 2005

2004
A finite-horizon adaptive Kalman filter for linear systems with unknown disturbances.
Signal Process., 2004

2003
Estimation of time-varying time delay and parameters of a class of jump Markov nonlinear stochastic systems.
Comput. Chem. Eng., 2003


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