From model-based control to data-driven control: Survey, classification and perspective ZS Hou, Z Wang Information Sciences 235, 3-35, June, 2013, 2012 | 1424 | 2012 |
Model free adaptive control Z Hou, S Jin CRC press, 2013 | 756 | 2013 |
A novel data-driven control approach for a class of discrete-time nonlinear systems Z Hou, S Jin IEEE Transactions on Control Systems Technology 19 (6), 1549-1558, 2010 | 705 | 2010 |
Data-driven model-free adaptive control for a class of MIMO nonlinear discrete-time systems Z Hou, S Jin IEEE transactions on neural networks 22 (12), 2173-2188, 2011 | 671 | 2011 |
On model-free adaptive control and its stability analysis Z Hou, S Xiong IEEE Transactions on Automatic Control 64 (11), 4555-4569, 2019 | 507 | 2019 |
An overview of dynamic-linearization-based data-driven control and applications Z Hou, R Chi, H Gao IEEE Transactions on Industrial Electronics 64 (5), 4076-4090, 2016 | 460 | 2016 |
Automatic train control system development and simulation for high-speed railways H Dong, B Ning, B Cai, Z Hou IEEE circuits and systems magazine 10 (2), 6-18, 2010 | 437 | 2010 |
Adaptive ILC for a class of discrete-time systems with iteration-varying trajectory and random initial condition R Chi, Z Hou, J Xu Automatica 44 (8), 2207-2213, 2008 | 354 | 2008 |
On data-driven control theory: the state of the art and perspective ZS Hou, JX Xu | 306 | 2009 |
The model-free learning adaptive control of a class of SISO nonlinear systems Z Hou, W Huang Proceedings of the 1997 American control conference (Cat. No. 97CH36041) 1 …, 1997 | 270 | 1997 |
Data-driven multiagent systems consensus tracking using model free adaptive control X Bu, Z Hou, H Zhang IEEE transactions on neural networks and learning systems 29 (5), 1514-1524, 2017 | 263 | 2017 |
Model free adaptive iterative learning consensus tracking control for a class of nonlinear multiagent systems X Bu, Q Yu, Z Hou, W Qian IEEE Transactions on Systems, Man, and Cybernetics: Systems 49 (4), 677-686, 2017 | 240 | 2017 |
Controller-Dynamic-Linearization-Based Model Free Adaptive Control for Discrete-Time Nonlinear Systems Z Hou, Y Zhu IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 9 (4), 2031-2039, 2013 | 226 | 2013 |
The Parameter Identification, Adaptive Control and Model Free Learning Adaptive Control for Nonlinear Systems ZS Hou PhD thesis of Northeastern University, Shenyang: North-Eastern University, 1994 | 214 | 1994 |
An iterative learning approach for density control of freeway traffic flow via ramp metering Z Hou, JX Xu, J Yan Transportation Research Part C: Emerging Technologies 16 (1), 71-97, 2008 | 204 | 2008 |
Adaptive iterative learning control for high-speed trains with unknown speed delays and input saturations H Ji, Z Hou, R Zhang IEEE Transactions on Automation Science and Engineering 13 (1), 260-273, 2015 | 193 | 2015 |
A high-order internal model based iterative learning control scheme for nonlinear systems with time-iteration-varying parameters C Yin, JX Xu, Z Hou IEEE Transactions on Automatic Control 55 (11), 2665-2670, 2010 | 177 | 2010 |
Terminal iterative learning control based station stop control of a train Z Hou, Y Wang, C Yin, T Tang International Journal of Control 84 (7), 1263-1274, 2011 | 171 | 2011 |
Freeway traffic control using iterative learning control-based ramp metering and speed signaling Z Hou, JX Xu, H Zhong IEEE Transactions on vehicular technology 56 (2), 466-477, 2007 | 161 | 2007 |
数据驱动控制理论及方法的回顾和展望 侯忠生, 许建新 自动化学报 35 (6), 650-667, 2009 | 159 | 2009 |