An iterative learning approach for local ramp metering. - Zhongsheng Hou; Hongwei Zhong; Jian-Xin Xu 001 (CCA, 2004)

The Iterative Learning Control Based Local Traffic Volume Control Approach via Ramp Metering. - Zhongsheng Hou; Jian-Xin Xu 001; Daming Jiang (CDC/ECC, 2005)

Study on Relationship Between NIHSS and TCM-SSASD Based on the BP Neural Network Multiple Models Method. - Yanxin Zhang; Junfeng Xu; Ying Gao; Zhongsheng Hou (ISNN (3), 2007)

Freeway Traffic Control Using Iterative Learning Control-Based Ramp Metering and Speed Signaling. - Zhongsheng Hou; Jian-Xin Xu 001; Hongwei Zhong (IEEE Trans. Veh. Technol., 2007)

Study on Scale Development of Boolean Medicine Data based on the GA and Improved k-NN Algorithm. - Zhenhua Wang; Zhongsheng Hou; Ying Gao; Qiang Liu (BMEI (1), 2008)

Feature Weight and Its Application in Weight Determination of Medical Scale Items. - Zhenhua Wang; Zhongsheng Hou; Ying Gao; Qiang Liu (ICNC (1), 2008)

Adaptive ILC for a class of discrete-time systems with iteration-varying trajectory and random initial condition. - Ronghu Chi; Zhongsheng Hou; Jianxin Xu 001 (Autom., 2008)

A discrete-time periodic adaptive control approach for parametric-strict-feedback systems. - Deqing Huang; Jian-Xin Xu 001; Zhongsheng Hou (CDC, 2009)

Model-free indirect adaptive decoupling control for nonlinear discrete-time MIMO systems. - Weihong Wang; Zhongsheng Hou; Shangtai Jin (CDC, 2009)

Iterative learning control design with high-order internal model for nonlinear systems. - Chenkun Yin; Jian-Xin Xu 001; Zhongsheng Hou (CDC, 2009)

An ILC scheme for a class of nonlinear systems with time-varying parameters subject to second-order internal model. - Chenkun Yin; Jian-Xin Xu 001; Zhongsheng Hou (CDC, 2009)

A new neural network-based adaptive ILC for nonlinear discrete-time systems with dead zone scheme. - Ronghu Chi; Zhongsheng Hou (J. Syst. Sci. Complex., 2009)

The robust stability of model free adaptive control with data dropouts. - Xuhui Bu; Zhongsheng Hou (ICCA, 2010)

Model-free periodic adaptive control for a class of SISO nonlinear discrete-time systems. - Ronghu Chi; Zhongsheng Hou (ICCA, 2010)

Reply to "Comments on 'Adaptive ILC for a class of discrete-time systems with iteration-varying trajectory and random initial condition"'. - Zhongsheng Hou; Ronghu Chi; Jianxin Xu 001 (Autom., 2010)

A High-Order Internal Model Based Iterative Learning Control Scheme for Nonlinear Systems With Time-Iteration-Varying Parameters. - Chenkun Yin; Jian-Xin Xu 001; Zhongsheng Hou (IEEE Trans. Autom. Control., 2010)

A bilateral brain symmetry index for analysis of EEG signal in stroke patients. - Mingyue Yan; Zhongsheng Hou; Ying Gao (BMEI, 2011)

Data-driven model-free direct adaptive generalized predictive control for linear motor based on cSPACE. - Rongmin Cao; Huixing Zhou; Zhongsheng Hou; Keshuai Jia (EMEIT, 2011)

Model free adaptive control with data dropouts. - Zhongsheng Hou; Xuhui Bu (Expert Syst. Appl., 2011)

Stability of iterative learning control with data dropouts via asynchronous dynamical system. - Xuhui Bu; Zhongsheng Hou (Int. J. Autom. Comput., 2011)

Terminal iterative learning control based station stop control of a train. - Zhongsheng Hou; Yi Wang; Chenkun Yin; Tao Tang (Int. J. Control, 2011)

Corrections to "A High-Order Internal Model Based Iterative Learning Control Scheme for Nonlinear Systems With Time-Iteration-Varying Parameters" [Nov 10 2665-2670]. - Chenkun Yin; Jian-Xin Xu 001; Zhongsheng Hou (IEEE Trans. Autom. Control., 2011)

A Novel Data-Driven Control Approach for a Class of Discrete-Time Nonlinear Systems. - Zhongsheng Hou; Shangtai Jin (IEEE Trans. Control. Syst. Technol., 2011)

A Complementary Modularized Ramp Metering Approach Based on Iterative Learning Control and ALINEA. - Zhongsheng Hou; Xin Xu 001; Jingwen Yan; Jian-Xin Xu 001; Gang Xiong 001 (IEEE Trans. Intell. Transp. Syst., 2011)

Guest Editorial Data-Based Control, Modeling, and Optimization. - Tianyou Chai; Zhongsheng Hou; Frank L. Lewis; Amir Hussain 001; Dongbin Zhao (IEEE Trans. Neural Networks, 2011)

Data-Driven Model-Free Adaptive Control for a Class of MIMO Nonlinear Discrete-Time Systems. - Zhongsheng Hou; Shangtai Jin (IEEE Trans. Neural Networks, 2011)

Iterative Learning Control With Unknown Control Direction: A Novel Data-Based Approach. - Dong Shen; Zhongsheng Hou (IEEE Trans. Neural Networks, 2011)

A norm optimal iterative learning control based train trajectory tracking approach. - Heqing Sun; Zhongsheng Hou; Dayou Li (CDC, 2012)

Controller compact form dynamic linearization based model free adaptive control. - Yuanming Zhu; Zhongsheng Hou (CDC, 2012)

A new dynamical linearization based adaptive ILC for nonlinear discrete-time MIMO systems. - Ronghu Chi; Zhongsheng Hou; Shangtai Jin; Danwei Wang (ICARCV, 2012)

Modified Iterative-Learning-Control-Based Ramp Metering Strategies for Freeway Traffic Control With Iteration-Dependent Factors. - Zhongsheng Hou; Jingwen Yan; Jian-Xin Xu 001; Zhenjiang Li (IEEE Trans. Intell. Transp. Syst., 2012)

An iterative predictive learning control approach with application to train trajectory tracking. - Heqing Sun; Zhongsheng Hou (ASCC, 2013)

Iterative learning control based automatic train operation with iteration-varying parameter. - Zhenxuan Li; Chenkun Yin; Shangtai Jin; Zhongsheng Hou (ICCA, 2013)

Coordinated Iterative Learning Control Schemes for Train Trajectory Tracking With Overspeed Protection. - Heqing Sun; Zhongsheng Hou; Dayou Li (IEEE Trans Autom. Sci. Eng., 2013)

A Data-Driven Iterative Feedback Tuning Approach of ALINEA for Freeway Traffic Ramp Metering With PARAMICS Simulations. - Ronghu Chi; Zhongsheng Hou; Shangtai Jin; Danwei Wang; Jiangen Hao (IEEE Trans. Ind. Informatics, 2013)

Controller-Dynamic-Linearization-Based Model Free Adaptive Control for Discrete-Time Nonlinear Systems. - Zhongsheng Hou; Yuanming Zhu (IEEE Trans. Ind. Informatics, 2013)

Online Learning Control Using Adaptive Critic Designs With Sparse Kernel Machines. - Xin Xu 001; Zhongsheng Hou; Chuanqiang Lian; Haibo He (IEEE Trans. Neural Networks Learn. Syst., 2013)

Terminal ILC design and analysis via a dynamical predictive model. - Ronghu Chi; Zhongsheng Hou; Shangtai Jin; Chiang-Ju Chien; Danwei Wang (ICCA, 2014)

Data-driven modeling for fixed-bed intermittent gasification processes by enhanced lazy learning incorporated with relevance vector machine. - Shida Liu; Zhongsheng Hou; Chenkun Yin (ICCA, 2014)

Data driven modeling for UGI gasification process via a variable structure genetic BP neural network. - Shida Liu; Zhongsheng Hou; Chenkun Yin (IJCNN, 2014)

H∞ control for a class of 2-D nonlinear systems with intermittent measurements. - Xuhui Bu; Hongqi Wang; Zhongsheng Hou; Wei Qian 002 (Appl. Math. Comput., 2014)

Data-driven Nonparametric Model Adaptive Precision Control for Linear Servo Systems. - Rongmin Cao; Zhongsheng Hou; Huixing Zhou (Int. J. Autom. Comput., 2014)

H∞ iterative learning controller design for a class of discrete-time systems with data dropouts. - Xuhui Bu; Zhongsheng Hou; Fashan Yu; Fuzhong Wang (Int. J. Syst. Sci., 2014)

Data-Weighting Periodic RLS Based Adaptive Control Design and Analysis without Linear Growth Condition. - Ronghu Chi; Zhongsheng Hou; Shangtai Jin (J. Appl. Math., 2014)

A Novel Data-Driven Terminal Iterative Learning Control with Iteration Prediction Algorithm for a Class of Discrete-Time Nonlinear Systems. - Shangtai Jin; Zhongsheng Hou; Ronghu Chi (J. Appl. Math., 2014)

Data-driven asymptotic stabilization for discrete-time nonlinear systems. - Yongqiang Li; Zhongsheng Hou (Syst. Control. Lett., 2014)

MFAC-based balance control for freeway and auxiliary road system with multi-intersections. - Zhihui Cheng; Zhongsheng Hou; Shangtai Jin (ASCC, 2015)

Adaptive iterative learning control approach for PH neutralization of batch processes. - Ronghu Chi; Yu Liu; Zhongsheng Hou; Shangtai Jin (ASCC, 2015)

Data-driven model free adaptive control for a class of interconnected systems. - Yuanming Zhu; Feng Qian 004; Zhongsheng Hou; Shangtai Jin (ASCC, 2015)

A unified data-driven design framework of optimality-based generalized iterative learning control. - Ronghu Chi; Zhongsheng Hou; Biao Huang 001; Shangtai Jin (Comput. Chem. Eng., 2015)

Neural network state learning based adaptive terminal ILC for tracking iteration-varying target points. - Yu Liu; Ronghu Chi; Zhongsheng Hou (Int. J. Autom. Comput., 2015)

Multiplexed model predictive control for active vehicle suspensions. - Yinlong Hu; Michael Z. Q. Chen; Zhongsheng Hou (Int. J. Control, 2015)

Adaptive iterative learning control for nonlinearly parameterised systems with unknown time-varying delays and input saturations. - Ruikun Zhang; Zhongsheng Hou; Ronghu Chi; Honghai Ji (Int. J. Control, 2015)

A Fuzzy-Neural Adaptive Terminal Iterative Learning Control for Fed-Batch Fermentation Processes. - Ying-Chung Wang; Chiang-Ju Chien; Ronghu Chi; Zhongsheng Hou (Int. J. Fuzzy Syst., 2015)

A data-driven adaptive ILC for a class of nonlinear discrete-time systems with random initial states and iteration-varying target trajectory. - Ronghu Chi; Zhongsheng Hou; Shangtai Jin (J. Frankl. Inst., 2015)

Enhanced Data-Driven Optimal Terminal ILC Using Current Iteration Control Knowledge. - Ronghu Chi; Zhongsheng Hou; Shangtai Jin; Danwei Wang; Chiang-Ju Chien (IEEE Trans. Neural Networks Learn. Syst., 2015)

ILC based perimeter control for an urban traffic network. - Ying Ding; Shangtai Jin; Chenkun Yin; Zhongsheng Hou (ICARCV, 2016)

Data-driven model-free adaptive control based on a novel double successive projection algorithm. - Shida Liu; Zhongsheng Hou; Zhenxuan Li (ICARCV, 2016)

Adaptive iterative learning control for a class of non-linearly parameterised systems with input saturations. - Ruikun Zhang; Zhongsheng Hou; Honghai Ji; Chenkun Yin (Int. J. Syst. Sci., 2016)

Adaptive iterative learning control for nonlinear uncertain systems with both state and input constraints. - Qiongxia Yu; Zhongsheng Hou; Ronghu Chi (J. Frankl. Inst., 2016)

Adaptive Iterative Learning Control for High-Speed Trains With Unknown Speed Delays and Input Saturations. - Honghai Ji; Zhongsheng Hou; Ruikun Zhang (IEEE Trans Autom. Sci. Eng., 2016)

Repeatability and Similarity of Freeway Traffic Flow and Long-Term Prediction Under Big Data. - Zhongsheng Hou; Xingyi Li (IEEE Trans. Intell. Transp. Syst., 2016)

Data-Driven Modeling for UGI Gasification Processes via an Enhanced Genetic BP Neural Network With Link Switches. - Shida Liu; Zhongsheng Hou; Chenkun Yin (IEEE Trans. Neural Networks Learn. Syst., 2016)

A path planning algorithm for unmanned vehicles based on target-oriented rapidly-exploring random tree. - Haijun Gong; Chenkun Yin; Fang Zhang; Zhongsheng Hou; Ruikun Zhang (ASCC, 2017)

Two-region macroscopic traffic network perimeter control via model free adaptive control based strategy. - Ye Ren; Zhongsheng Hou; Ting Lei (ASCC, 2017)

PID-based stability analysis for unknown affine nonlinear discrete-time systems. - Shuangshuang Xiong; Shangtai Jin; Zhongsheng Hou (ASCC, 2017)

Robust model free adaptive control for a class of nonlinear MIMO systems with measurement noise and data dropout. - Xin Zhang; Zhongsheng Hou; Shida Liu (ASCC, 2017)

Distributed information-weighted Kalman consensus filter for sensor networks. - Honghai Ji; Frank L. Lewis; Zhongsheng Hou; Dariusz G. Mikulski (Autom., 2017)

Data-driven approximate value iteration with optimality error bound analysis. - Yongqiang Li 003; Zhongsheng Hou; Yuanjing Feng; Ronghu Chi (Autom., 2017)

Adaptive Iterative Learning Control for Freeway Traffic Flow Systems Using Improved Bacterial Foraging Optimized Desired Traffic Densities Planning. - Ying-Chung Wang; Chiang-Ju Chien; Ronghu Chi; Zhongsheng Hou; Ching-Hung Lee (Int. J. Fuzzy Syst., 2017)

An Overview of Dynamic-Linearization-Based Data-Driven Control and Applications. - Zhongsheng Hou; Ronghu Chi; Huijun Gao (IEEE Trans. Ind. Electron., 2017)

Data-Driven Control and Learning Systems. - Zhongsheng Hou; Huijun Gao; Frank L. Lewis (IEEE Trans. Ind. Electron., 2017)

Lazy-Learning-Based Data-Driven Model-Free Adaptive Predictive Control for a Class of Discrete-Time Nonlinear Systems. - Zhongsheng Hou; Shida Liu; Yantao Tian (IEEE Trans. Neural Networks Learn. Syst., 2017)

Dual RBFNNs-Based Model-Free Adaptive Control With Aspen HYSYS Simulation. - Yuanming Zhu; Zhongsheng Hou; Feng Qian 004; Wenli Du (IEEE Trans. Neural Networks Learn. Syst., 2017)

A Data-Driven Iterative Learning Control Framework Based on Controller Dynamic Linearization. - Zhongsheng Hou; Xian Yu; Chenkun Yin (ACC, 2018)

D-Type ILC Based Dynamic Modeling and Norm Optimal ILC for High-Speed Trains. - Qiongxia Yu; Zhongsheng Hou; Jianxin Xu 001 (IEEE Trans. Control. Syst. Technol., 2018)

Adaptive Iterative Learning Control for Linear Systems With Binary-Valued Observations. - Xuhui Bu; Zhongsheng Hou (IEEE Trans. Neural Networks Learn. Syst., 2018)

Data-Driven Multiagent Systems Consensus Tracking Using Model Free Adaptive Control. - Xuhui Bu; Zhongsheng Hou; Hongwei Zhang (IEEE Trans. Neural Networks Learn. Syst., 2018)

Computationally Efficient Data-Driven Higher Order Optimal Iterative Learning Control. - Ronghu Chi; Zhongsheng Hou; Shangtai Jin; Biao Huang 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Data-driven Formation Control for a Class of Unknown Heterogeneous Discrete-time MIMO Multi-agent System with Switching Topology. - Shuangshuang Xiong; Zhongsheng Hou; Xian Yu (ASCC, 2019)

A Controller-Dynamic-Linearization-Based Model Predictive Control Approach for SISO Discrete-time Nonlinear Systems. - Hansong Yu; Zhongsheng Hou; Xian Yu (ASCC, 2019)

Optimal Pedestrian Evacuation in Building with Consecutive Differential Dynamic Programming. - Yuanheng Zhu; Haibo He; Dongbin Zhao; Zhongsheng Hou (IJCNN, 2019)

Urban Traffic Control Based on Model Free Adaptive Iterative Learning Control Scheme. - Dai Li; Zhongsheng Hou (ITSC, 2019)

Model Free Adaptive Iterative Learning Control for Tool Feed System in Noncircular Turning. - Rongmin Cao; Zhongsheng Hou; Yunjie Zhao; Baolin Zhang (IEEE Access, 2019)

Data-Driven Model-Free Adaptive Attitude Control Approach for Launch Vehicle With Virtual Reference Feedback Parameters Tuning Method. - Li Duan; Zhongsheng Hou; Xian Yu; Shangtai Jin; Kunfeng Lu (IEEE Access, 2019)

Data-Driven Model-Free Adaptive Predictive Control for a Class of MIMO Nonlinear Discrete-Time Systems With Stability Analysis. - Yuan Guo; Zhongsheng Hou; Shida Liu; Shangtai Jin (IEEE Access, 2019)

Data-driven approximate Q-learning stabilization with optimality error bound analysis. - Yongqiang Li 003; Chengzan Yang; Zhongsheng Hou; Yuanjing Feng; Chenkun Yin (Autom., 2019)

Data-Driven Robust Stabilization with RobustDomain of Attraction Estimate for Nonlinear Discrete-Time Systems. - Yongqiang Li 003; Chaolun Lu; Zhongsheng Hou; Yuanjing Feng (CoRR, 2019)

Data-Driven Robust Stabilization with Robust DOA Enlargement for Nonlinear Systems. - Chaolun Lu; Yongqiang Li 003; Zhongsheng Hou; Yuanjing Feng; Yu Feng 002; Ronghu Chi; Xuhui Bu (CoRR, 2019)

Stabilization with Closed-loop DOA Enlargement: An Interval Analysis Approach. - Yongqiang Li 003; Chaolun Lu; Yinan Li; Zhongsheng Hou; Yu Feng 002; Yuanjing Feng (CoRR, 2019)

Model free adaptive iterative learning control for a class of nonlinear systems with randomly varying iteration lengths. - Xuhui Bu; Sen Wang; Zhongsheng Hou; Wei Liu (J. Frankl. Inst., 2019)

Multi-lagged-input iterative dynamic linearization based data-driven adaptive iterative learning control. - Na Lin 002; Ronghu Chi; Biao Huang 001; Zhongsheng Hou (J. Frankl. Inst., 2019)

Iterative dynamic linearization and identification of a nonlinear learning controller: A data-driven approach. - Na Lin 002; Ronghu Chi; Biao Huang 001; Zhongsheng Hou (J. Frankl. Inst., 2019)

On Model-Free Adaptive Control and Its Stability Analysis. - Zhongsheng Hou; Shuangshuang Xiong (IEEE Trans. Autom. Control., 2019)

Data-driven multi-inverter cooperative control for voltage tracking and current sharing in islanded AC microgrids. - Qi Meng; Zhongsheng Hou (Trans. Inst. Meas. Control, 2019)

A Novel Dual Successive Projection-Based Model-Free Adaptive Control Method and Application to an Autonomous Car. - Shida Liu; Zhongsheng Hou; Yantao Tian; Zhidong Deng; Zhenxuan Li (IEEE Trans. Neural Networks Learn. Syst., 2019)

Model Free Adaptive Iterative Learning Consensus Tracking Control for a Class of Nonlinear Multiagent Systems. - Xuhui Bu; Qiongxia Yu; Zhongsheng Hou; Wei Qian 002 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

An Improved Data-Driven Point-to-Point ILC Using Additional On-Line Control Inputs With Experimental Verification. - Ronghu Chi; Zhongsheng Hou; Shangtai Jin; Biao Huang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Model-Free Adaptive Learning Formation Control of Nonlinear Non-Affine Multi-Agent Systems. - Xian Yu; Zhongsheng Hou; Marios M. Polycarpou (CDC, 2020)

Data-driven robust stabilization with robust domain of attraction estimate for nonlinear discrete-time systems. - Yongqiang Li 003; Chaolun Lu; Zhongsheng Hou; Yuanjing Feng (Autom., 2020)

Quasi-Newton method based control design for unknown nonlinear systems with input constraints. - Shuangshuang Xiong; Zhongsheng Hou; Chenkun Yin (Sci. China Inf. Sci., 2020)

Interval-driven discrete-time general nonlinear robust control: stabilization with closed-loop robust DOA enlargement. - Chaolun Lu; Yongqiang Li 003; Zijun Feng; Zhongsheng Hou; Yu Feng 002; Yuanjing Feng (CoRR, 2020)

Data-driven nonlinear ILC with varying trial lengths. - Jianmin Xing; Na Lin 002; Ronghu Chi; Biao Huang 001; Zhongsheng Hou (J. Frankl. Inst., 2020)

Observer-based data-driven constrained norm optimal iterative learning control for unknown non-affine non-linear systems with both available and unavailable system states. - Qiongxia Yu; Zhongsheng Hou; Xuhui Bu; Junqi Yang (J. Frankl. Inst., 2020)

Model free adaptive control for a class of nonlinear systems with fading measurements. - Wei Yu; Rui Wang; Xuhui Bu; Zhongsheng Hou (J. Frankl. Inst., 2020)

Finite-Time Consensus for Linear Multi-Agent Systems Using Data-Driven Terminal ILC. - Xuhui Bu; Panpan Zhu; Zhongsheng Hou; Jiaqi Liang 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2020)

Adjacent-Agent Dynamic Linearization-Based Iterative Learning Formation Control. - Ronghu Chi; Yu Hui; Biao Huang 001; Zhongsheng Hou (IEEE Trans. Cybern., 2020)

Discrete-Time Extended State Observer-Based Model-Free Adaptive Control Via Local Dynamic Linearization. - Ronghu Chi; Yu Hui; Shuhua Zhang; Biao Huang 001; Zhongsheng Hou (IEEE Trans. Ind. Electron., 2020)

A data-driven approach for trajectory-based aircraft operation with controlled time of arrival and along-track wind effects. - Gaoyang Jiang; Zhongsheng Hou (Trans. Inst. Meas. Control, 2020)

The model-free adaptive cross-coupled control for two-dimensional linear motor. - Baolin Zhang; Rongmin Cao; Zhongsheng Hou (Trans. Inst. Meas. Control, 2020)

Data-Driven Model Free Adaptive Perimeter Control for Multi-Region Urban Traffic Networks With Route Choice. - Ting Lei; Zhongsheng Hou; Ye Ren (IEEE Trans. Intell. Transp. Syst., 2020)

3-D Learning-Enhanced Adaptive ILC for Iteration-Varying Formation Tasks. - Yu Hui; Ronghu Chi; Biao Huang 001; Zhongsheng Hou (IEEE Trans. Neural Networks Learn. Syst., 2020)

RBFNN-Based Data-Driven Predictive Iterative Learning Control for Nonaffine Nonlinear Systems. - Qiongxia Yu; Zhongsheng Hou; Xuhui Bu; Qiongfang Yu (IEEE Trans. Neural Networks Learn. Syst., 2020)

Quantized Data Driven Iterative Learning Control for a Class of Nonlinear Systems With Sensor Saturation. - Xuhui Bu; Zhongsheng Hou; Qiongxia Yu; Yi Yang 043 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Data-driven online modelling for a UGI gasification process using modified lazy learning with a relevance vector machine. - Shida Liu; Honghai Ji; Zhongsheng Hou; Jiashuo Zuo; Lingling Fan 002 (Int. J. Appl. Math. Comput. Sci., 2021)

Observer based switching ILC for consensus of nonlinear nonaffine multi-agent systems. - Ronghu Chi; Yangchun Wei; Rongrong Wang; Zhongsheng Hou (J. Frankl. Inst., 2021)

Convergence Analysis of Sampled-Data ILC for Locally Lipschitz Continuous Nonlinear Nonaffine Systems With Nonrepetitive Uncertainties. - Ronghu Chi; Yu Hui; Chiang-Ju Chien; Biao Huang 001; Zhongsheng Hou (IEEE Trans. Autom. Control., 2021)

Active Disturbance Rejection Control for Nonaffined Globally Lipschitz Nonlinear Discrete-Time Systems. - Ronghu Chi; Yu Hui; Biao Huang 001; Zhongsheng Hou (IEEE Trans. Autom. Control., 2021)

Active Disturbance Rejection Based Repetitive Learning Control With Applications in Power Inverters. - Qi Meng; Zhongsheng Hou (IEEE Trans. Control. Syst. Technol., 2021)

Adaptive Fuzzy Asymptotic Tracking for Nonlinear Systems With Nonstrict-Feedback Structure. - Yanjun Liang; Yuan-Xin Li 001; Wei-Wei Che; Zhongsheng Hou (IEEE Trans. Cybern., 2021)

Event-Based Adaptive Fuzzy Asymptotic Tracking Control of Uncertain Nonlinear Systems. - Yuan-Xin Li 001; Xiaoyan Hu; Wei-Wei Che; Zhongsheng Hou (IEEE Trans. Fuzzy Syst., 2021)

Adaptive Fuzzy Iterative Learning Control for High-Speed Trains With Both Randomly Varying Operation Lengths and System Constraints. - Qiongxia Yu; Zhongsheng Hou (IEEE Trans. Fuzzy Syst., 2021)

Perimeter Control of Urban Traffic Networks Based on Model-Free Adaptive Control. - Dai Li; Zhongsheng Hou (IEEE Trans. Intell. Transp. Syst., 2021)

Adaptive Iterative Learning Control for Subway Trains Using Multiple-Point-Mass Dynamic Model Under Speed Constraint. - Genfeng Liu; Zhongsheng Hou (IEEE Trans. Intell. Transp. Syst., 2021)

Data-Driven Terminal Iterative Learning Consensus for Nonlinear Multiagent Systems With Output Saturation. - Xuhui Bu; Jiaqi Liang 001; Zhongsheng Hou; Ronghu Chi (IEEE Trans. Neural Networks Learn. Syst., 2021)

Event-Triggered Nonlinear Iterative Learning Control. - Na Lin 002; Ronghu Chi; Biao Huang 001; Zhongsheng Hou (IEEE Trans. Neural Networks Learn. Syst., 2021)

Data-Driven Iterative Learning Control for Nonlinear Discrete-Time MIMO Systems. - Xian Yu; Zhongsheng Hou; Marios M. Polycarpou; Li Duan (IEEE Trans. Neural Networks Learn. Syst., 2021)

Extended State Observer-Based Data-Driven Iterative Learning Control for Permanent Magnet Linear Motor With Initial Shifts and Disturbances. - Yu Hui; Ronghu Chi; Biao Huang 001; Zhongsheng Hou (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Observer-Based Sampled-Data Model-Free Adaptive Control for Continuous-Time Nonlinear Nonaffine Systems With Input Rate Constraints. - Yu Hui; Ronghu Chi; Biao Huang 001; Zhongsheng Hou; Shangtai Jin (IEEE Trans. Syst. Man Cybern. Syst., 2021)

RBFNN-Based Adaptive Iterative Learning Fault-Tolerant Control for Subway Trains With Actuator Faults and Speed Constraint. - Genfeng Liu; Zhongsheng Hou (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Model-free Adaptive Parking Control for Four-Wheel Vehicle. - Wenjia Wang; Zhongsheng Hou (ASCC, 2022)

Data-Driven Model Free Adaptive Iterative Learning Compensation Control for MIMO Nonlinear System with Sensor Faults. - Jianmin Zheng; Zhongsheng Hou (ASCC, 2022)

Adaptive command filtered fixed-time control of nonlinear systems with input quantization. - Bo Xu 021; Yanjun Liang; Yuan-Xin Li 001; Zhongsheng Hou (Appl. Math. Comput., 2022)

Distributed model-free adaptive predictive control for heterogeneous nonlinear multi-agent systems. - Zhenzhen Pan; Zhongsheng Hou; Ronghu Chi (Int. J. Syst. Sci., 2022)

Quantisation compensated data-driven iterative learning control for nonlinear systems. - Huimin Zhang; Ronghu Chi; Zhongsheng Hou; Biao Huang 001 (Int. J. Syst. Sci., 2022)

A Novel Anti-Saturation Model-Free Adaptive Control Algorithm and Its Application in the Electric Vehicle Braking Energy Recovery System. - Shida Liu; Zhen Li; Honghai Ji; Li Wang 034; Zhongsheng Hou (Symmetry, 2022)

A Novel Driver Abnormal Behavior Recognition and Analysis Strategy and Its Application in a Practical Vehicle. - Shida Liu; Xuyun Wang; Honghai Ji; Li Wang 034; Zhongsheng Hou (Symmetry, 2022)

Distributed Data-Driven Iterative Learning Consensus Tracking for Nonlinear Discrete-Time Multiagent Systems. - Xian Yu; Zhongsheng Hou; Marios M. Polycarpou (IEEE Trans. Autom. Control., 2022)

Event-Triggered Model-Free Adaptive Iterative Learning Control for a Class of Nonlinear Systems Over Fading Channels. - Xuhui Bu; Wei Yu 022; Qiongxia Yu; Zhongsheng Hou; Junqi Yang (IEEE Trans. Cybern., 2022)

Spatial Linear Dynamic Relationship of Strongly Connected Multiagent Systems and Adaptive Learning Control for Different Formations. - Ronghu Chi; Yu Hui; Biao Huang 001; Zhongsheng Hou; Xuhui Bu (IEEE Trans. Cybern., 2022)

Quantitative Data-Driven Adaptive Iterative Learning Control: From Trajectory Tracking to Point-to-Point Tracking. - Ronghu Chi; Huimin Zhang; Biao Huang 001; Zhongsheng Hou (IEEE Trans. Cybern., 2022)

Event-Triggered Fuzzy Adaptive Fixed-Time Tracking Control for Nonlinear Systems. - Xiaoyan Hu; Yuan-Xin Li 001; Zhongsheng Hou (IEEE Trans. Cybern., 2022)

Cooperative Adaptive Iterative Learning Fault-Tolerant Control Scheme for Multiple Subway Trains. - Genfeng Liu; Zhongsheng Hou (IEEE Trans. Cybern., 2022)

A Data-Driven ILC Framework for a Class of Nonlinear Discrete-Time Systems. - Xian Yu; Zhongsheng Hou; Marios M. Polycarpou (IEEE Trans. Cybern., 2022)

Event-Triggered Data-Driven Load Frequency Control for Multiarea Power Systems. - Xuhui Bu; Wei Yu 022; Lizhi Cui; Zhongsheng Hou; Zongyao Chen (IEEE Trans. Ind. Informatics, 2022)

Constrained Model Free Adaptive Predictive Perimeter Control and Route Guidance for Multi-Region Urban Traffic Systems. - Zhongsheng Hou; Ting Lei (IEEE Trans. Intell. Transp. Syst., 2022)

Constrained Spatial Adaptive Iterative Learning Control for Trajectory Tracking of High Speed Train. - Zhenxuan Li; Chenkun Yin; Honghai Ji; Zhongsheng Hou (IEEE Trans. Intell. Transp. Syst., 2022)

Data-Driven Event-Triggered Cooperative Control for Multiple Subway Trains With Switching Topologies. - Qian Wang 050; Shangtai Jin; Zhongsheng Hou (IEEE Trans. Intell. Transp. Syst., 2022)

Compensation-Based Cooperative MFAILC for Multiple Subway Trains Under Asynchronous Data Dropouts. - Qian Wang 050; Shangtai Jin; Zhongsheng Hou (IEEE Trans. Intell. Transp. Syst., 2022)

Data-Driven Adaptive Consensus Learning From Network Topologies. - Ronghu Chi; Yu Hui; Biao Huang 001; Zhongsheng Hou; Xuhui Bu (IEEE Trans. Neural Networks Learn. Syst., 2022)

Event-Based Design of Finite-Time Adaptive Control of Uncertain Nonlinear Systems. - Yuanxin Li 001; Zhongsheng Hou; Wei-Wei Che; Zheng-Guang Wu (IEEE Trans. Neural Networks Learn. Syst., 2022)

Model-Free Adaptive Control for Unknown MIMO Nonaffine Nonlinear Discrete-Time Systems With Experimental Validation. - Shuangshuang Xiong; Zhongsheng Hou (IEEE Trans. Neural Networks Learn. Syst., 2022)

Data-Driven Formation Control for Unknown MIMO Nonlinear Discrete-Time Multi-Agent Systems With Sensor Fault. - Shuangshuang Xiong; Zhongsheng Hou (IEEE Trans. Neural Networks Learn. Syst., 2022)

Event-Based Adaptive Neural Asymptotic Tracking Control for Networked Nonlinear Stochastic Systems. - Yuan-Xin Li 001; Xiaoyan Hu; Choon Ki Ahn; Zhongsheng Hou; Hyun Ho Kang (IEEE Trans. Netw. Sci. Eng., 2022)

Security Data-Driven Control for Nonlinear Systems Subject to Deception and False Data Injection Attacks. - Wei Yu 022; Xuhui Bu; Zhongsheng Hou (IEEE Trans. Netw. Sci. Eng., 2022)

Discrete-Time-Distributed Adaptive ILC With Nonrepetitive Uncertainties and Applications to Building HVAC Systems. - Ronghu Chi; Yu Hui; Rongrong Wang; Biao Huang 001; Zhongsheng Hou (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Controller-Dynamic-Linearization-Based Data-Driven ILC for Nonlinear Discrete-Time Systems With RBFNN. - Xian Yu; Zhongsheng Hou; Marios M. Polycarpou (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Resilient Model-Free Adaptive Iterative Learning Control for Nonlinear Systems Under Periodic DoS Attacks via a Fading Channel. - Wei Yu 022; Rui Wang; Xuhui Bu; Zhongsheng Hou; Zhonghua Wu (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Cooperative MFAILC for Multiple Subway Trains With Actuator Faults and Actuator Saturation. - Qian Wang 050; Shangtai Jin; Zhongsheng Hou (IEEE Trans. Veh. Technol., 2022)

Model-free adaptive iterative learning containment control for unknown heterogeneous nonlinear MASs with disturbances. - Tong Liu; Zhongsheng Hou (Neurocomputing, 2023)

Data-driven predictive point-to-point iterative learning control. - Xueming Zhang; Zhongsheng Hou (Neurocomputing, 2023)

Event-Triggered Data-Driven Control for Nonlinear Systems Under Frequency-Duration-Constrained DoS Attacks. - Xuhui Bu; Wei Yu 022; Yanling Yin; Zhongsheng Hou (IEEE Trans. Inf. Forensics Secur., 2023)

Compensation-Based Distributed Model-Free Adaptive Control for Cyber-Attacks. - Zhenzhen Pan; Ronghu Chi; Zhongsheng Hou (IEEE Trans. Signal Inf. Process. over Networks, 2023)

Event-Triggered Asymmetric Bipartite Consensus Tracking for Nonlinear Multi-Agent Systems Based on Model-Free Adaptive Control. - Jiaqi Liang 001; Xuhui Bu; Lizhi Cui; Zhongsheng Hou (IEEE CAA J. Autom. Sinica, 2023)

Enhanced P-Type Control: Indirect Adaptive Learning From Set-Point Updates. - Ronghu Chi; Huaying Li; Dong Shen; Zhongsheng Hou; Biao Huang 001 (IEEE Trans. Autom. Control., 2023)

Model-Free Adaptive Control for a Class of MIMO Nonlinear Cyberphysical Systems Under False Data Injection Attacks. - Panpan Zhu; Shangtai Jin; Xuhui Bu; Zhongsheng Hou; Chenkun Yin (IEEE Trans. Control. Netw. Syst., 2023)

Event-Triggered Adaptive Fuzzy Asymptotic Tracking Control of Nonlinear Pure-Feedback Systems With Prescribed Performance. - Xiaoyan Hu; Yuan-Xin Li 001; Shaocheng Tong; Zhongsheng Hou (IEEE Trans. Cybern., 2023)

Distributed Model-Free Adaptive Control for MIMO Nonlinear Multiagent Systems Under Deception Attacks. - Fanghui Li; Zhongsheng Hou (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Model-Free Adaptive Containment Control for Unknown Multi-Input Multi-Output Nonlinear MASs With Output Saturation. - Tong Liu; Zhongsheng Hou (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

Dynamic Event-Triggered Reinforcement Learning-Based Consensus Tracking of Nonlinear Multi-Agent Systems. - Bo Xu 021; Yuan-Xin Li 001; Zhongsheng Hou; Choon Ki Ahn (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

Adaptive Iterative Learning Kalman Consensus Filtering for High-Speed Train Identification and Estimation. - Honghai Ji; Jinyao Zhou; Li Wang 034; Zhenxuan Li; Lingling Fan 002; Zhongsheng Hou (IEEE Trans. Intell. Transp. Syst., 2023)

Double Dynamic Linearization-Based Higher Order Indirect Adaptive Iterative Learning Control. - Huaying Li; Ronghu Chi; Zhongsheng Hou; Biao Huang 001 (IEEE Trans. Cybern., 2023)

Data-Driven Bipartite Formation for a Class of Nonlinear MIMO Multiagent Systems. - Jiaqi Liang 001; Xuhui Bu; Lizhi Cui; Zhongsheng Hou (IEEE Trans. Neural Networks Learn. Syst., 2023)

Adaptive NN-Based Event-Triggered Containment Control for Unknown Nonlinear Networked Systems. - Yukan Zheng; Yuan-Xin Li 001; Wei-Wei Che; Zhongsheng Hou (IEEE Trans. Neural Networks Learn. Syst., 2023)

Data-Driven Virtual Reference Set-Point Learning of PD Control and Applications to Permanent Magnet Linear Motors. - Na Lin 002; Huaying Li; Ronghu Chi; Zhongsheng Hou; Biao Huang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

ESO-Based Model-Free Adaptive Iterative Learning Energy-Efficient Control for Subway Train With Disturbances and Over-Speed Protection. - Jianmin Zheng; Zhongsheng Hou (IEEE Trans. Intell. Transp. Syst., 2023)

Distributed Data-Driven Control for a Connected Heterogeneous Vehicle Platoon Under Quantized and Switching Topologies Communication. - Panpan Zhu; Shangtai Jin; Xuhui Bu; Zhongsheng Hou (IEEE Trans. Veh. Technol., 2023)

Event-Triggered Cooperative Model-Free Adaptive Iterative Learning Control for Multiple Subway Trains With Actuator Faults. - Qian Wang 050; Shangtai Jin; Zhongsheng Hou (IEEE Trans. Cybern., 2023)

Improved Model-Free Adaptive Control for MIMO Nonlinear Systems With Event-Triggered Transmission Scheme and Quantization. - Panpan Zhu; Shangtai Jin; Xuhui Bu; Zhongsheng Hou (IEEE Trans. Cybern., 2023)

Data-Driven Spatial Adaptive Terminal Iterative Learning Predictive Control for Automatic Stop Control of Subway Train With Actuator Saturation. - Jianmin Zheng; Zhongsheng Hou (IEEE Trans. Intell. Transp. Syst., 2023)

Data-Driven Adaptive Iterative Learning Bipartite Consensus for Heterogeneous Nonlinear Cooperation-Antagonism Networks. - Yu Hui; Ronghu Chi; Biao Huang 001; Zhongsheng Hou (IEEE Trans. Neural Networks Learn. Syst., 2023)

Data-Driven Distributed Adaptive Consensus Tracking of Nonlinear Multiagent Systems: A Controller-Based Dynamic Linearization Method. - Xian Yu; Zhongsheng Hou; Tianshi Chen 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Fully Distributed Adaptive Asymptotic Consensus Control for a Network of Parabolic PDEs. - Yukan Zheng; Yuan-Xin Li 001; Zhongsheng Hou (IEEE Syst. J., 2023)

Data-Driven Distributed Information-Weighted Consensus Filtering in Discrete-Time Sensor Networks With Switching Topologies. - Honghai Ji; Yuzhou Wei; Lingling Fan 002; Shida Liu; Zhongsheng Hou; Li Wang 034 (IEEE Trans. Cybern., 2023)

Model-Free Adaptive Predictive Quantitative Control for Nonlinear Systems Subject to False Data Injection Attacks. - Genfeng Liu; Yangyang Wang; Zhongsheng Hou (ASCC, 2024)

Adaptive Fuzzy Prescribed-Time Tracking Control for Nonlinear Systems with Uncertain Leader. - Lili Zhang; Wei-Wei Che; Zhongsheng Hou (ICARCV, 2024)

Model-Free Adaptive Control for Discrete-Time Nonlinear Systems with Partially Known Structures. - Fanghui Li; Zhongsheng Hou (ICCA, 2024)

Finite-time PID control for nonlinear nonaffine systems. - Zhiqing Liu; Ronghu Chi; Biao Huang 001; Zhongsheng Hou (Sci. China Inf. Sci., 2024)

Sampled-data model-free adaptive integral sliding mode control for nonlinear continuous-time networked control systems with fading channels and packet dropouts. - Lina Chang; Zhongsheng Hou (Neurocomputing, 2024)

Performance-oriented design and analysis for direct data-driven control of multi-agent systems. - Ronghu Chi; Na Lin 002; Biao Huang 001; Zhongsheng Hou (Inf. Sci., 2024)

Finite-Time Asymmetric Bipartite Consensus for Multi-Agent Systems Using Data-Driven Iterative Learning Control. - Jiaqi Liang 001; Xuhui Bu; Zhongsheng Hou (IEEE Trans. Signal Inf. Process. over Networks, 2024)

Distributed Model-Free Adaptive Predictive Control for MIMO Multi-Agent Systems With Deception Attack. - Zhenzhen Pan; Ronghu Chi; Zhongsheng Hou (IEEE Trans. Signal Inf. Process. over Networks, 2024)

Model Free Adaptive Iterative Learning Control Based Fault-Tolerant Control for Subway Train With Speed Sensor Fault and Over-Speed Protection. - Jianmin Zheng; Zhongsheng Hou (IEEE Trans Autom. Sci. Eng., 2024)

Adaptive Iterative Learning Fault-Tolerant Control for State Constrained Nonlinear Systems With Randomly Varying Iteration Lengths. - Genfeng Liu; Zhongsheng Hou (IEEE Trans. Neural Networks Learn. Syst., 2024)

Controller-Dynamic-Linearization-Based Distributed Model-Free Adaptive Control for Nonlinear Multiagent Systems. - Fanghui Li; Zhongsheng Hou (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Event-Triggered Model-Free Adaptive Predictive Control for Networked Control Systems Under Deception Attacks. - Fanghui Li; Zhongsheng Hou (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Learning-Based Model-Free Adaptive Control for Nonlinear Discrete-Time Networked Control Systems Under Hybrid Cyber Attacks. - Fanghui Li; Zhongsheng Hou (IEEE Trans. Cybern., 2024)

Robust Adaptive Iterative Learning Control for a Generic Class of Uncertain Non-Square MIMO Systems. - Xuefang Li; Zhongsheng Hou (IEEE Trans. Autom. Control., 2024)

Distributed Data-Driven Event-Triggered Fault-Tolerant Control for a Connected Heterogeneous Vehicle Platoon With Sensor Faults. - Panpan Zhu; Shangtai Jin; Xuhui Bu; Zhongsheng Hou (IEEE Trans. Intell. Transp. Syst., 2024)

Attitude Adjustment of a Two-Wheel Balance Vehicle Based on an Enhanced Model-Free Adaptive Control Algorithm. - Shida Liu; Yuhao Yan; Ye Ren; Shangtai Jin; Zhongsheng Hou (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Sampled-Data Model-Free Adaptive Control for Nonlinear Continuous-Time Systems. - Ronghu Chi; Wenzhi Cui; Na Lin 002; Zhongsheng Hou; Biao Huang 001 (IEEE Trans. Cybern., 2024)

Data-Driven Dynamic Internal Model Control. - Ronghu Chi; Huimin Zhang; Huaying Li; Biao Huang 001; Zhongsheng Hou (IEEE Trans. Cybern., 2024)

Data-Driven Security Control for Vehicular Platooning Systems With Finite-Time Prescribed Performance. - Wen Tan; Yuan-Xin Li 001; Zhongsheng Hou (IEEE Trans. Intell. Transp. Syst., 2024)

Data-Driven Finite-Iteration Learning Control. - Ronghu Chi; Zhiqing Liu; Na Lin 002; Zhongsheng Hou; Biao Huang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Data-Driven-Based Event-Triggered Prescribed Performance Tracking of Nonlinear System With FDI Attacks. - Yue-Ming Wang; Yuan-Xin Li 001; Shaocheng Tong; Zhongsheng Hou (IEEE Trans Autom. Sci. Eng., 2024)

Data-Driven High-Order Point-to-Point ILC With Higher Computational Efficiency. - Xueming Zhang; Mengxue Hou; Zhongsheng Hou (IEEE Trans Autom. Sci. Eng., 2024)

Distributed Data-Driven Control for a Connected Autonomous Vehicle Platoon Subjected to False Data Injection Attacks. - Panpan Zhu; Shangtai Jin; Xuhui Bu; Zhongsheng Hou (IEEE Trans Autom. Sci. Eng., 2024)

Model-free adaptive bipartite consensus control for unknown heterogeneous nonlinear MASs with different input delays. - Zixiang Mao; Mengxue Hou; Zhongsheng Hou (Int. J. Syst. Sci., 2024)

Disturbance Observer Dynamic Linearization-Based Model-Free Adaptive Control for Discrete-Time Nonlinear Systems. - Zunyao Yang; Mengxue Hou; Zhongsheng Hou; Shangtai Jin (IEEE Trans. Cybern., 2024)

Data-Driven Reinforcement Learning Tracking of MASs Under Injection Attack: A Controller-Dynamic-Linearization Approach. - Shanshan Sun; Yuan-Xin Li 001; Zhongsheng Hou (IEEE Trans. Fuzzy Syst., 2024)

Discrete-Time General Nonlinear Robust Control: Stabilization With Closed-Loop Robust DOA Enlargement Based on Interval Analysis. - Chaolun Lu; Yongqiang Li 003; Alexandre Goldsztejn; Zhongsheng Hou; Yu Feng 002; Yuanjing Feng (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

Event-Triggered Model-Free Adaptive Containment Control for Nonlinear Multiagent Systems Under DoS Attacks. - Xuhui Bu; Jinli Guo; Lizhi Cui; Zhongsheng Hou (IEEE Trans. Control. Netw. Syst., 2024)

Bipartite containment tracking for nonlinear MASs under FDI attack based on model-free adaptive iterative learning control. - Xinning He; Zhongsheng Hou (Neurocomputing, 2025)

Error tracking-driven adaptive backstepping ILC of nonlinear systems with initial shifts. - Jinyu Liu; Yang Liu 077; Ronghu Chi; Zhongsheng Hou (J. Frankl. Inst., 2025)

A Data-Driven Control Algorithm With Time Delay Compensation Based on Optimized Recursive Adaptive Identification for Magnetic Levitation Systems. - Zhen Li; Shangtai Jin; Yuzhou Wei; Honghai Ji; Zhongsheng Hou (IEEE Trans Autom. Sci. Eng., 2025)

Data-Driven Containment Control for Unknown MIMO Nonlinear MASs Under Aperiodic DoS Attacks. - Wen Tan; Zhongsheng Hou; Yuan-Xin Li 001 (IEEE Trans Autom. Sci. Eng., 2025)

Tuning Function-Based Light Computational Adaptive Fixed-Time Control for Overhead Cranes With Multiple Uncertainites. - Jia-Ke Wang; Yang Liu 077; Ronghu Chi; Xuhui Bu; Zhongsheng Hou (IEEE Trans Autom. Sci. Eng., 2025)

Fixed-Time Fuzzy Resilient Consensus Tracking of Nonlinear MASs Under DoS Attacks and Actuator Faults. - Bo Xu 021; Yuanxin Li 001; Zhongsheng Hou (IEEE Trans Autom. Sci. Eng., 2025)

Model Free Adaptive Predictive Iterative Learning Cooperative Control of Multiple High-Speed Trains Operation With Disturbances. - Qiongxia Yu; Shuaishuai Wu; Xuhui Bu; Zhongsheng Hou (IEEE Trans Autom. Sci. Eng., 2025)

Compensatory Data-Driven Networked Iterative Learning Control With Communication Constraints and DoS Attacks. - Huimin Zhang; Ronghu Chi; Biao Huang 001; Zhongsheng Hou (IEEE Trans Autom. Sci. Eng., 2025)

Cascade MFAC-based data-driven control for aircraft in 4D trajectory tracking. - Gaoyang Jiang; Yuandi Zhao; Zhongsheng Hou (Trans. Inst. Meas. Control, 2025)

Event-Triggered Data-Driven Distributed LFC Using Controller-Dynamic-Linearization Method. - Xuhui Bu; Yan Zhang; Yiming Zeng 013; Zhongsheng Hou (IEEE Trans. Signal Inf. Process. over Networks, 2025)

A Novel Enhanced Data-Driven Model-Free Adaptive Control Scheme for Path Tracking of Autonomous Vehicles. - Shida Liu; Guang Lin; Honghai Ji; Shangtai Jin; Zhongsheng Hou (IEEE Trans. Intell. Transp. Syst., 2025)

Negative-Definite Domain Approach for Nonlinear Dynamic Output Feedback Stabilization With DOA Estimation. - Yongqiang Li 003; Longfei Zhu; Chaolun Lu; Yu Feng 002; Zhongsheng Hou; Yuanjing Feng (IEEE Trans. Autom. Control., 2025)

Event-Triggered Data-Driven Iterative Learning Control for Nonlinear MASs Under Switching Topologies. - Shanshan Sun; Yuan-Xin Li 001; Zhongsheng Hou (IEEE Trans. Fuzzy Syst., 2025)

Robust Data-Driven Iterative Learning Control for High-Speed Train With Aperiodic DoS Attacks and Communication Delays. - Wen Tan; Zhongsheng Hou; Yuan-Xin Li 001 (IEEE Trans. Intell. Veh., 2025)

Data-Driven Bipartite Consensus Control for Large Workpieces Rotation of Nonlinear Multi-Robot Systems. - Haoran Tan; Xueming Zhang; Yaonan Wang 001; You Wu 005; Yun Feng 001; Zhongsheng Hou (IEEE CAA J. Autom. Sinica, 2025)

A Data-Driven Predictive Control Scheme for Nonlinear Discrete-Time Systems. - Juanping Zhu; Qiuyan Wei; Xian Yu; Zhongsheng Hou (IEEE Trans. Cybern., 2025)

Fuzzy Adaptive Data-Driven Security Control for Multiple-Unit High-Speed Train With Dynamic Sensor Attacks. - Wen Tan; Yuan-Xin Li 001; Zhongsheng Hou (IEEE Trans. Fuzzy Syst., 2025)

Fully Distributed Robust Adaptive Nash Equilibrium Seeking of High-Order Uncertain Nonlinear Systems. - Bo Xu 021; Yuan-Xin Li 001; Zhongsheng Hou (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Prescribed-time reinforcement learning formation control of nonlinear MASs with an unknown dynamic leader. - Benxin Zhao; Yuan-Xin Li; Zhongsheng Hou (Appl. Math. Comput., 2026)