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Fuzzy Broad Learning System: A Novel Neuro-Fuzzy Model for Regression and Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 414-424
作者:  Feng, Shuangg;  Chen, C. L. Philip
收藏  |  浏览/下载：257/0  |  提交时间：2020/03/30
Broad learning system (BLS)  classification  k-means  regression  Takagi-Sugeno (TS) fuzzy system  
Neural Network Filtering Control Design for Nontriangular Structure Switched Nonlinear Systems in Finite Time 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 7, 页码: 2153-2162
作者:  Sui, Shuai;  Chen, C. L. Philip;  Tong, Shaocheng
收藏  |  浏览/下载：294/0  |  提交时间：2019/12/16
Common Lyapunov function  finite time  non-triangular structure  switched systems  
Universal Approximation Capability of Broad Learning System and Its Structural Variations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 4, 页码: 1191-1204
作者:  Chen, C. L. Philip;  Liu, Zhulin;  Feng, Shuang
收藏  |  浏览/下载：278/0  |  提交时间：2019/12/16
Broad learning system (BLS)  deep learning  face recognition  functional link neural networks (FLNNs)  non-linear function approximation  time-variant big data modeling  universal approximation  
Finite-Time Filter Decentralized Control for Nonstrict-Feedback Nonlinear Large-Scale Systems 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 卷号: 26, 期号: 6, 页码: 3289-3300
作者:  Sui, Shuai;  Tong, Shaocheng;  Chen, C. L. Philip
收藏  |  浏览/下载：314/0  |  提交时间：2019/07/12
Backstepping technique  filter state observer  finite time  nonlinear large-scale systems  nonstrict-feedback form  
Fuzzy Adaptive Finite-Time Control Design for Nontriangular Stochastic Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2019, 卷号: 27, 期号: 1, 页码: 172-184
作者:  Sui, Shuai;  Chen, C. L. Philip;  Tong, Shaocheng
收藏  |  浏览/下载：259/0  |  提交时间：2019/07/12
Multiple-input and multiple-output (MIMO) stochastic nonlinear systems  nontriangular form  state filter  stochastically finite-time control  
Incremental Updating Multirobot Formation Using Nonlinear Model Predictive Control Method With General Projection Neural Network 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 卷号: 66, 期号: 6, 页码: 4502-4512
作者:  Xiao, Hanzhen;  Chen, C. L. Philip
收藏  |  浏览/下载：258/0  |  提交时间：2019/07/12
General projection neural network (GPNN)  incremental updating method  multirobot formation control  nonlinear model predictive control (NMPC)  
Automatic Leader-Follower Persistent Formation Control for Autonomous Surface Vehicles 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 12146-12155
作者:  Chen, C. L. Philip;  Yu, Dengxiu;  Liu, Lu
收藏  |  浏览/下载：291/0  |  提交时间：2019/07/12
Leader-follower  autonomous surface vehicles  trajectory tracking  relation-invariable persistent formation  broad learning system  dynamic surface control  
Adaptive output-feedback finite-time stabilisation of stochastic non-linear systems with application to a two-stage chemical reactor 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2019, 卷号: 13, 期号: 4, 页码: 534-542
作者:  Sui, Shuai;  Chen, C. L. Philip
收藏  |  浏览/下载：306/0  |  提交时间：2019/07/12
chemical reactors  stochastic systems  control system synthesis  feedback  differential equations  adaptive control  uncertain systems  observers  stochastic processes  nonlinear control systems  stability  fuzzy control  control nonlinearities  probability  adaptive output-feedback finite-time stabilisation  two-stage chemical reactor  uncertain stochastic nonlinear system  unmeasured system variables  fuzzy logic systems  fuzzy state observer  stochastic differential equation  adaptive backstepping intelligent control  two-stage continuous stirred tank reactor process  controller design  single-input single-output system  SISO  probability  
Design of Highly Nonlinear Substitution Boxes Based on I-Ching Operators 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 12, 页码: 3349-3358
作者:  Zhang, Tong;  Chen, C. L. Philip;  Chen, Long;  Xu, Xiangmin;  Hu, Bin
收藏  |  浏览/下载：283/0  |  提交时间：2019/01/08
Boolean function  I-Ching  I-Ching operators 23 (ICOs)  periodic iterated function (PIF)  substitution box (S-Box)