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2020 – today
- 2025
[j113]Wei Su, Chaoxu Mu, Lei Xue, Xiaobao Yang, Song Zhu:
An improved traffic coordination control integrating traffic flow prediction and optimization. Eng. Appl. Artif. Intell. 143: 109969 (2025)- [j112]Jinshan Bian, Hongbing Xia, Jun Yi, Chaoxu Mu, Chenyi Si:
Finite-time neuro-optimal control for constrained nonlinear systems through reinforcement learning. Neurocomputing 637: 130079 (2025) - [j111]Yang Xuan, Xiao-Yu Zhang, Chen Li, Hui Wang, Chaoxu Mu:
LAM-YOLOv11 for UAV transmission line inspection: overcoming environmental challenges with enhanced detection efficiency. Multim. Syst. 31(2): 110 (2025) - [j110]Kunlun Wu
, Shunzhuo E, Ning Yang, Anguo Zhang, Xiaorong Yan, Chaoxu Mu, Yongduan Song:
A novel approach to enhancing biomedical signal recognition via hybrid high-order information bottleneck driven spiking neural networks. Neural Networks 183: 106976 (2025) - [j109]Han Yu, Song Zhu, Shiping Wen, Chaoxu Mu:
Finite-time stability in probability of stochastic delay systems via generalized Halanay inequality. Syst. Control. Lett. 195: 105969 (2025) - [j108]Jin Wang, Hongjiu Yang, Zhiqiang Zuo, Chaoxu Mu:
Switching Model Predictive Control for Perturbed Max-Plus Linear Systems via Minimum Dwell-Time. IEEE Trans. Autom. Control. 70(4): 2802-2809 (2025) - [j107]Yuxin Jiang, Song Zhu, Mouquan Shen, Shiping Wen, Chaoxu Mu:
Aperiodically Intermittent Control Approach to Finite-Time Synchronization of Delayed Inertial Memristive Neural Networks. IEEE Trans. Artif. Intell. 6(4): 1014-1023 (2025) - [j106]Xiasheng Shi, Changyin Sun, Chaoxu Mu:
Distributed Economic Dispatch Algorithm With Quantized Communication Mechanism. IEEE Trans Autom. Sci. Eng. 22: 8618-8629 (2025) - [j105]Liyuan Yang, Hung Chun Li, Anguo Zhang, Chaoxu Mu, Yongduan Song:
Adaptive Dynamic Surface Control With Disturbance Observer for Oxygen-Excess Ratio of Proton Exchange Membrane Fuel Cell Systems. IEEE Trans. Circuits Syst. II Express Briefs 72(4): 578-582 (2025) - [j104]Chaoxu Mu, Zhuo Tang, Ke Wang:
Optimal Cooperative Control of Multi-Agent Systems Through Event-Triggered Model-Free Reinforcement Learning. IEEE Trans. Emerg. Top. Comput. Intell. 9(2): 1699-1711 (2025) - [j103]Jing Ping, Song Zhu, Weiwei Luo, Zhen Zhang, Shiping Wen, Chaoxu Mu:
Hybrid-Dependent Event-Triggered Schemes for T-S Fuzzy Memristive NNs With Nondifferentiable Delay. IEEE Trans. Fuzzy Syst. 33(4): 1158-1167 (2025) - [j102]Jian Liu, Yu Zhuang, Chaoxu Mu, Jun Liu, Changyin Sun:
Practical Fixed-Time Aperiodic Intermittent Path-Following Control of Underactuated USV With Dynamic Collision Avoidance. IEEE Trans. Instrum. Meas. 74: 1-14 (2025) - [j101]Wei Yu, Ning Yang, Zhijiong Wang, Hung Chun Li, Anguo Zhang, Chaoxu Mu, Sio-Hang Pun:
Fault-Tolerant Attitude Tracking Control Driven by Spiking NNs for Unmanned Aerial Vehicles. IEEE Trans. Neural Networks Learn. Syst. 36(2): 3773-3785 (2025) - [j100]Jian Liu, Jun Liu, Yongbao Wu, Chaoxu Mu, Changyin Sun:
Aperiodically Intermittent Fixed-Time Synchronization of Coupled Reaction-Diffusion Systems via Average Control Rate. IEEE Trans. Syst. Man Cybern. Syst. 55(2): 963-975 (2025) - [i5]Wenzhang Liu, Lianjun Jin, Lu Ren, Chaoxu Mu, Changyin Sun:
Reducing Action Space for Deep Reinforcement Learning via Causal Effect Estimation. CoRR abs/2501.14543 (2025) - [i4]Chaoxu Mu, Xufeng Zhang, Hui Wang:
Planning of Heuristics: Strategic Planning on Large Language Models with Monte Carlo Tree Search for Automating Heuristic Optimization. CoRR abs/2502.11422 (2025) - [i3]Hui Wang, Xufeng Zhang, Xiaoyu Zhang, Zhenhuan Ding, Chaoxu Mu:
TSS GAZ PTP: Towards Improving Gumbel AlphaZero with Two-stage Self-play for Multi-constrained Electric Vehicle Routing Problems. CoRR abs/2502.15777 (2025) - [i2]Hui Wang, Fafa Zhang, Chaoxu Mu:
One for All: A General Framework of LLMs-based Multi-Criteria Decision Making on Human Expert Level. CoRR abs/2502.15778 (2025) - 2024
- [j99]Wei Wang, Ke Wang, Zixin Huang, Chaoxu Mu, Haoxian Shi:
Q-learning based tracking control with novel finite-horizon performance index. Inf. Sci. 681: 121212 (2024) - [j98]Xiasheng Shi, Chaoxu Mu, Darong Huang, Changyin Sun:
Distributed optimal coordination algorithm for nonlinear second-order multi-agent systems and its application to vehicle platoon. J. Frankl. Inst. 361(13): 107002 (2024) - [j97]Jiarui Wang, Song Zhu, Qingyang Ma, Chaoxu Mu, Xiaoyang Liu, Shiping Wen:
Multistability of recurrent neural networks with general periodic activation functions and unbounded time-varying delays. J. Frankl. Inst. 361(18): 107236 (2024) - [j96]Yuxin Jiang, Song Zhu, Xiaoyang Liu, Shiping Wen, Chaoxu Mu:
Input-to-state stability of delayed memristor-based inertial neural networks via non-reduced order method. Neural Networks 178: 106545 (2024) - [j95]Jiarui Wang, Song Zhu, Chaoxu Mu, Xiaoyang Liu, Shiping Wen:
Unified analysis on multistablity of fraction-order multidimensional-valued memristive neural networks. Neural Networks 179: 106498 (2024) - [j94]Xiasheng Shi, Yanxu Su, Chaoxu Mu, Changyin Sun:
Nonsmooth Distributed Resource Allocation Over Second-Order Nonlinear Multiagent Systems. IEEE Syst. J. 18(1): 644-655 (2024) - [j93]Chaoxu Mu, Ke Wang, Xin Xu, Changyin Sun:
Safe Adaptive Dynamic Programming for Multiplayer Systems With Static and Moving No-Entry Regions. IEEE Trans. Artif. Intell. 5(5): 2079-2092 (2024) - [j92]Zhijia Zhao, Weitian He, Chaoxu Mu, Tao Zou, Keum-Shik Hong, Han-Xiong Li:
Reinforcement Learning Control for a 2-DOF Helicopter With State Constraints: Theory and Experiments. IEEE Trans Autom. Sci. Eng. 21(1): 157-167 (2024) - [j91]Ke Wang, Chaoxu Mu, Zhen Ni, Derong Liu:
Safe Reinforcement Learning and Adaptive Optimal Control With Applications to Obstacle Avoidance Problem. IEEE Trans Autom. Sci. Eng. 21(3): 4599-4612 (2024) - [j90]Jian Liu, Jun Liu, Yongbao Wu, Chaoxu Mu, Changyin Sun:
Aperiodically Intermittent Event-Based Fixed-Time Consensus Tracking and Its Applications. IEEE Trans Autom. Sci. Eng. 21(4): 5790-5801 (2024) - [j89]Lu Ren, Jian Liu, Chaoxu Mu, Changyin Sun:
Specified-Time Practical Consensus for General Linear Multi-Agent Systems With Switching Mechanism. IEEE Trans. Circuits Syst. II Express Briefs 71(2): 722-726 (2024) - [j88]Yahui Gao, Ben Niu, Wendi Chen, Huanqing Wang, Chaoxu Mu, Guoxing Wen:
Adaptive Control of Constrained Nonlinear CPSs Under Deception Attacks Through Sensor and Actuator Networks. IEEE Trans. Circuits Syst. II Express Briefs 71(3): 1241-1245 (2024) - [j87]Jing Ping, Song Zhu, Chaoxu Mu, Xiaoyang Liu, Shiping Wen:
Generalized Halanay-Type Inequalities for Finite-Time Stabilization of Delayed Systems. IEEE Trans. Circuits Syst. II Express Briefs 71(4): 2194-2198 (2024) - [j86]Yong Zhang, Chaoxu Mu, Dongbin Zhao:
Data Generation Feedback Relearning Control for Unmodeled Nonlinear Systems. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 389-400 (2024) - [j85]Chaoxu Mu, Ke Wang, Song Zhu, Guangbin Cai:
Decentralized Triggering and Event-Based Integral Reinforcement Learning for Multiplayer Differential Game Systems. IEEE Trans. Emerg. Top. Comput. Intell. 8(6): 3727-3741 (2024) - [j84]Chenyi Si, Chaoxu Mu, Ke Wang, Song Zhu, Jinpeng Yu:
Fuzzy-Based Optimal Control for Stochastic Nonlinear Systems With Constrained Inputs via Dynamic Event-Triggering. IEEE Trans. Fuzzy Syst. 32(8): 4522-4533 (2024) - [j83]Honglin Ni, Fanchao Kong, Quanxin Zhu, Chaoxu Mu:
Bounded and Saturation Control-Based Fixed-Time Synchronization of Discontinuous Fuzzy Competitive Networks With State-Dependent Switching. IEEE Trans. Fuzzy Syst. 32(10): 5648-5659 (2024) - [j82]Song Zhu, Yuanchu Shen, Chaoxu Mu, Xiaoyang Liu, Shiping Wen:
Generalized-Type Multistability of Almost Periodic Solutions for Memristive Cohen-Grossberg Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35(7): 9483-9494 (2024) - [j81]Song Zhu, Jiahui Zhang, Xiaoyang Liu, Mouquan Shen, Shiping Wen, Chaoxu Mu:
Multistability and Robustness of Competitive Neural Networks With Time-Varying Delays. IEEE Trans. Neural Networks Learn. Syst. 35(12): 18746-18757 (2024) - [j80]Xiasheng Shi, Yanxu Su, Chaoxu Mu, Changyin Sun:
Distributed Gradient Method for Neural Network-Based Constrained $k$-Winners-Take-All. IEEE Trans. Netw. Sci. Eng. 11(6): 5760-5772 (2024) - [j79]Chaoxu Mu, Zhaoyang Liu, Jun Yan, Hongjie Jia, Xiaoyu Zhang:
Graph Multi-Agent Reinforcement Learning for Inverter-Based Active Voltage Control. IEEE Trans. Smart Grid 15(2): 1399-1409 (2024) - [j78]Chaoxu Mu, Yakun Shi, Na Xu, Xinying Wang, Zhuo Tang, Hongjie Jia, Hua Geng:
Multi-Objective Interval Optimization Dispatch of Microgrid via Deep Reinforcement Learning. IEEE Trans. Smart Grid 15(3): 2957-2970 (2024) - [j77]Qianyu Zhao, Song Zhu, Chaoxu Mu, Xiaoyang Liu, Shiping Wen:
Multistability of Complex-Valued NNs With General Periodic-Type Activation Functions and Its Application to Associative Memories. IEEE Trans. Syst. Man Cybern. Syst. 54(6): 3749-3761 (2024) - [j76]Lu Ren, Chengsi Shang, Yang Shi, Chaoxu Mu, Changyin Sun:
Specified-Time Distributed Control for Multiagent Systems Over Undirected and Directed Graphs: A Linear Operator Theoretic Framework. IEEE Trans. Syst. Man Cybern. Syst. 54(9): 5422-5433 (2024) - [j75]Song Zhu, Moxuan Guo, Chaoxu Mu, Xiaoyang Liu, Shiping Wen:
Reachable Set Estimation for Delayed Memristive Neural Networks With Bounded Disturbances. IEEE Trans. Syst. Man Cybern. Syst. 54(9): 5523-5528 (2024) - [j74]Chaoxu Mu, Jiayang Yao, Hongjiu Yang, Ming Lu, Qiaoni Han:
Cooperative Control for Air-Ground Systems via Bidirectional Signal Connection in Complex Environment. IEEE Trans. Syst. Man Cybern. Syst. 54(9): 5680-5691 (2024) - [j73]Yuhong Tang, Xiong Yang, Chaoxu Mu, Yongduan Song:
Intermittent Feedback Optimal Control of Saturated-Input Nonlinear Systems via Adaptive Dynamic Programming. IEEE Trans. Syst. Man Cybern. Syst. 54(11): 7117-7128 (2024) - [j72]Xiaoyun Han, Chaoxu Mu, Jiebei Zhu, Hongjie Jia:
A Safe Virtual Machine Scheduling Strategy for Energy Conservation and Privacy Protection of Server Clusters in Cloud Data Centers. IEEE Trans. Sustain. Comput. 9(1): 46-60 (2024) - [c19]Junru Yu, Risheng Xu, Xiao Wang, Chaoxu Mu:
TAIL-DRL: Adaptive Lane Change Decision Making Of Autonomous Vehicles In Mixed Traffic. ASCC 2024: 381-386 - 2023
- [j71]Chaoxu Mu, Yong Zhang, Guangbin Cai, Ruijun Liu, Changyin Sun:
A Data-Based Feedback Relearning Algorithm for Uncertain Nonlinear Systems. IEEE CAA J. Autom. Sinica 10(5): 1288-1303 (2023) - [j70]Chaoxu Mu, Yong Zhang, Changyin Sun:
Data-Based Feedback Relearning Control for Uncertain Nonlinear Systems With Actuator Faults. IEEE Trans. Cybern. 53(7): 4361-4374 (2023) - [j69]Ke Wang, Chaoxu Mu:
Learning-Based Control With Decentralized Dynamic Event-Triggering for Vehicle Systems. IEEE Trans. Ind. Informatics 19(3): 2629-2639 (2023) - [j68]Biao Sun, Zhengkun Liu, Zexu Wu, Chaoxu Mu, Ting Li:
Graph Convolution Neural Network Based End-to-End Channel Selection and Classification for Motor Imagery Brain-Computer Interfaces. IEEE Trans. Ind. Informatics 19(9): 9314-9324 (2023) - [j67]Lei Xue, Bei Ma, Jian Liu, Chaoxu Mu, Donald C. Wunsch:
Extended Kalman Filter Based Resilient Formation Tracking Control of Multiple Unmanned Vehicles via Game-Theoretical Reinforcement Learning. IEEE Trans. Intell. Veh. 8(3): 2307-2318 (2023) - [j66]Chaoxu Mu, Jiangwen Peng, Changyin Sun:
Hierarchical Multiagent Formation Control Scheme via Actor-Critic Learning. IEEE Trans. Neural Networks Learn. Syst. 34(11): 8764-8777 (2023) - [j65]Zhijia Zhao, Jian Zhang, Zhijie Liu, Chaoxu Mu, Keum-Shik Hong:
Adaptive Neural Network Control of an Uncertain 2-DOF Helicopter With Unknown Backlash-Like Hysteresis and Output Constraints. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10018-10027 (2023) - [j64]Yue Chen, Song Zhu, Chaoxu Mu, Xiaoyang Liu, Shiping Wen:
Improved Criteria for Stability of a Class of Recurrent Neural Networks With Generalized Piecewise Constant Argument. IEEE Trans. Syst. Man Cybern. Syst. 53(11): 7246-7255 (2023) - [c18]Xiasheng Shi, Chaoxu Mu, Changyin Sun, Lu Ren, Yanxu Su:
Initialization-Free Distributed Constrained Optimization Algorithms with a Pre-Specified Time. CDC 2023: 3592-3597 - [i1]Wenzhang Liu, Wenzhe Cai, Kun Jiang, Guangran Cheng, Yuanda Wang, Jiawei Wang, Jingyu Cao, Lele Xu, Chaoxu Mu, Changyin Sun:
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library. CoRR abs/2312.16248 (2023) - 2022
- [j63]Chaoxu Mu, Ke Wang, Shiqian Ma, Zhiqiang Chong, Zhen Ni:
Adaptive composite frequency control of power systems using reinforcement learning. CAAI Trans. Intell. Technol. 7(4): 671-684 (2022) - [j62]Yakun Shi, Chaoxu Mu, Yi Hao, Shiqian Ma, Na Xu, Zhiqiang Chong:
Day-ahead optimal dispatching of hybrid power system based on deep reinforcement learning. Cogn. Comput. Syst. 4(4): 351-361 (2022) - [j61]Chaoxu Mu, Jiangwen Peng, Hao Luo, Ke Wang:
Data-based decentralized learning scheme for nonlinear systems with mismatched interconnections. Neurocomputing 473: 127-137 (2022) - [j60]Haoen Shi, Yanghe Feng, Chaoxu Mu, Yunkai Wu:
Model-Free Optimal Consensus Control for Multi-agent Systems Based on DHP Algorithm. Neural Process. Lett. 54(1): 501-521 (2022) - [j59]Chao Ren, Hongjian Jiang, Chaoxu Mu, Shugen Ma:
Conditional Disturbance Negation Based Control for an Omnidirectional Mobile Robot: An Energy Perspective. IEEE Robotics Autom. Lett. 7(4): 11641-11648 (2022) - [j58]Chaoxu Mu, Ke Wang, Tie Qiu:
Dynamic Event-Triggering Neural Learning Control for Partially Unknown Nonlinear Systems. IEEE Trans. Cybern. 52(4): 2200-2213 (2022) - [j57]Zhijia Zhao, Yong Ren, Chaoxu Mu, Tao Zou, Keum-Shik Hong:
Adaptive Neural-Network-Based Fault-Tolerant Control for a Flexible String With Composite Disturbance Observer and Input Constraints. IEEE Trans. Cybern. 52(12): 12843-12853 (2022) - [j56]Tianyi Xu, Tie Qiu, Dengcheng Hu, Chaoxu Mu, Zhiguo Wan, Wenyuan Liu:
A Scalable Two-Layer Blockchain System for Distributed Multicloud Storage in IIoT. IEEE Trans. Ind. Informatics 18(12): 9173-9183 (2022) - [j55]Xinlin Sun, Chao Ma, Peiyin Chen, Mengyu Li, He Wang, Wei-Dong Dang, Chaoxu Mu, Zhongke Gao:
A Novel Complex Network-Based Graph Convolutional Network in Major Depressive Disorder Detection. IEEE Trans. Instrum. Meas. 71: 1-8 (2022) - [j54]Chaoxu Mu, Ke Wang, Zhen Ni:
Adaptive Learning and Sampled-Control for Nonlinear Game Systems Using Dynamic Event-Triggering Strategy. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4437-4450 (2022) - [j53]Biao Sun, Chaoxu Mu, Zexu Wu, Xinshan Zhu:
Training-Free Deep Generative Networks for Compressed Sensing of Neural Action Potentials. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5190-5199 (2022) - [j52]Chaoxu Mu, Jiangwen Peng:
Learning-Based Cooperative Multiagent Formation Control With Collision Avoidance. IEEE Trans. Syst. Man Cybern. Syst. 52(12): 7341-7352 (2022) - 2021
- [j51]Chaoxu Mu, Jiangwen Peng, Yufei Tang:
Learning-based control for discrete-time constrained nonzero-sum games. CAAI Trans. Intell. Technol. 6(2): 203-213 (2021) - [j50]Chaoxu Mu, Ke Wang, Changyin Sun:
Learning Control Supported by Dynamic Event Communication Applying to Industrial Systems. IEEE Trans. Ind. Informatics 17(4): 2325-2335 (2021) - [j49]Chaoxu Mu, Ke Wang, Changyin Sun:
Policy-Iteration-Based Learning for Nonlinear Player Game Systems With Constrained Inputs. IEEE Trans. Syst. Man Cybern. Syst. 51(10): 6488-6502 (2021) - [c17]Zhaoyang Liu, Tianchun Xiang, Tianhao Wang, Chaoxu Mu:
Cooperative Optimization Strategy for Distributed Energy Resource System using Multi-Agent Reinforcement Learning. SSCI 2021: 1-6 - 2020
- [j48]Guoqiang Li, Daniel Görges, Chaoxu Mu:
Integrated adaptive dynamic programming for data-driven optimal controller design. Neurocomputing 403: 143-152 (2020) - [j47]Ning Chen, Tie Qiu, Chaoxu Mu, Min Han, Pan Zhou:
Deep Actor-Critic Learning-Based Robustness Enhancement of Internet of Things. IEEE Internet Things J. 7(7): 6191-6200 (2020) - [j46]Chaoxu Mu, Ke Wang, Qichao Zhang, Dongbin Zhao:
Hierarchical optimal control for input-affine nonlinear systems through the formulation of Stackelberg game. Inf. Sci. 517: 1-17 (2020) - [j45]Chaoxu Mu, Kaiju Liao, Ling Ren, Zhongke Gao:
Approximately Optimal Control of Discrete-Time Nonlinear Switched Systems Using Globalized Dual Heuristic Programming. Neural Process. Lett. 52(2): 1089-1108 (2020) - [j44]Ling Ren, Guoshan Zhang, Chaoxu Mu:
Data-Based H∞ Control for the Constrained-Input Nonlinear Systems and its Applications in Chaotic Circuit Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 67-I(8): 2791-2802 (2020) - [j43]Chaoxu Mu, Qian Zhao, Changyin Sun:
Optimal Model-Free Output Synchronization of Heterogeneous Multiagent Systems Under Switching Topologies. IEEE Trans. Ind. Electron. 67(12): 10951-10964 (2020) - [j42]Chaoxu Mu, Ke Wang, Zhen Ni, Changyin Sun:
Cooperative Differential Game-Based Optimal Control and Its Application to Power Systems. IEEE Trans. Ind. Informatics 16(8): 5169-5179 (2020) - [j41]Chaoxu Mu, Yong Zhang:
Learning-Based Robust Tracking Control of Quadrotor With Time-Varying and Coupling Uncertainties. IEEE Trans. Neural Networks Learn. Syst. 31(1): 259-273 (2020) - [j40]Shuva Paul, Zhen Ni, Chaoxu Mu:
A Learning-Based Solution for an Adversarial Repeated Game in Cyber-Physical Power Systems. IEEE Trans. Neural Networks Learn. Syst. 31(11): 4512-4523 (2020) - [j39]Chaoxu Mu, Yong Zhang, Hongjie Jia, Haibo He:
Energy-Storage-Based Intelligent Frequency Control of Microgrid With Stochastic Model Uncertainties. IEEE Trans. Smart Grid 11(2): 1748-1758 (2020) - [j38]Chaoxu Mu, Yong Zhang, Zhongke Gao, Changyin Sun:
ADP-Based Robust Tracking Control for a Class of Nonlinear Systems With Unmatched Uncertainties. IEEE Trans. Syst. Man Cybern. Syst. 50(11): 4056-4067 (2020) - [j37]Xin Wang, Jing Liu, Tie Qiu, Chaoxu Mu, Chen Chen, Pan Zhou:
A Real-Time Collision Prediction Mechanism With Deep Learning for Intelligent Transportation System. IEEE Trans. Veh. Technol. 69(9): 9497-9508 (2020) - [c16]Ke Wang, Chaoxu Mu:
Event-Sampled Learning for Unknown Nonlinear Systems Related to Dynamic Triggering Method. CDC 2020: 5200-5205
2010 – 2019
- 2019
- [j36]Chaoxu Mu, Qian Zhao, Changyin Sun, Zhongke Gao:
An ADDHP-based Q-learning algorithm for optimal tracking control of linear discrete-time systems with unknown dynamics. Appl. Soft Comput. 82 (2019) - [j35]Chaoxu Mu, Qian Zhao, Zhongke Gao, Changyin Sun:
Q-learning solution for optimal consensus control of discrete-time multiagent systems using reinforcement learning. J. Frankl. Inst. 356(13): 6946-6967 (2019) - [j34]Ling Ren, Guoshan Zhang, Chaoxu Mu:
Optimal Output Feedback Control of Nonlinear Partially-Unknown Constrained-Input Systems Using Integral Reinforcement Learning. Neural Process. Lett. 50(3): 2963-2989 (2019) - [j33]Yajie Jiang, Wei Xu, Chaoxu Mu, Jianguo Zhu, Renjun Dian:
An Improved Third-Order Generalized Integral Flux Observer for Sensorless Drive of PMSMs. IEEE Trans. Ind. Electron. 66(12): 9149-9160 (2019) - [j32]Zhongke Gao, Shan Li, Qing Cai, Wei-Dong Dang, Yuxuan Yang, Chaoxu Mu, Pan Hui:
Relative Wavelet Entropy Complex Network for Improving EEG-Based Fatigue Driving Classification. IEEE Trans. Instrum. Meas. 68(7): 2491-2497 (2019) - [j31]Zhongke Gao, Xinmin Wang, Yuxuan Yang, Chaoxu Mu, Qing Cai, Wei-Dong Dang, Siyang Zuo:
EEG-Based Spatio-Temporal Convolutional Neural Network for Driver Fatigue Evaluation. IEEE Trans. Neural Networks Learn. Syst. 30(9): 2755-2763 (2019) - [c15]Yao Zhang, Chaoxu Mu, Qian Zhao, Ke Wang:
Nearly Optimal Consensus Control of Discrete Time Multiagent Systems with Time Delays. SSCI 2019: 72-77 - 2018
- [j30]Chaoxu Mu, Yong Zhang, Ke Wang:
Observer-Based Adaptive Control of Uncertain Nonlinear Systems Via Neural Networks. IEEE Access 6: 42675-42686 (2018) - [j29]Chaoxu Mu, Changyin Sun, Ding Wang, Aiguo Song, Chengshan Qian:
Decentralized adaptive optimal stabilization of nonlinear systems with matched interconnections. Soft Comput. 22(8): 2705-2715 (2018) - [j28]Chaoxu Mu, Ding Wang, Haibo He:
Data-Driven Finite-Horizon Approximate Optimal Control for Discrete-Time Nonlinear Systems Using Iterative HDP Approach. IEEE Trans. Cybern. 48(10): 2948-2961 (2018) - [j27]Ding Wang, Chaoxu Mu:
Adaptive-Critic-Based Robust Trajectory Tracking of Uncertain Dynamics and Its Application to a Spring-Mass-Damper System. IEEE Trans. Ind. Electron. 65(1): 654-663 (2018) - [j26]Chaoxu Mu, Haibo He:
Dynamic Behavior of Terminal Sliding Mode Control. IEEE Trans. Ind. Electron. 65(4): 3480-3490 (2018) - [j25]Zhongke Gao, Wei-Dong Dang, Chaoxu Mu, Yuxuan Yang, Shan Li, Celso Grebogi:
A Novel Multiplex Network-Based Sensor Information Fusion Model and Its Application to Industrial Multiphase Flow System. IEEE Trans. Ind. Informatics 14(9): 3982-3988 (2018) - [j24]Chaoxu Mu, Weiqiang Liu, Wei Xu:
Hierarchically Adaptive Frequency Control for an EV-Integrated Smart Grid With Renewable Energy. IEEE Trans. Ind. Informatics 14(9): 4254-4263 (2018) - [j23]Ding Wang, Chaoxu Mu, Derong Liu, Hongwen Ma:
On Mixed Data and Event Driven Design for Adaptive-Critic-Based Nonlinear H∞ Control. IEEE Trans. Neural Networks Learn. Syst. 29(4): 993-1005 (2018) - [j22]Ding Wang, Derong Liu, Chaoxu Mu, Yun Zhang:
Neural Network Learning and Robust Stabilization of Nonlinear Systems With Dynamic Uncertainties. IEEE Trans. Neural Networks Learn. Syst. 29(4): 1342-1351 (2018) - [j21]Yajie Jiang, Wei Xu, Chaoxu Mu, Yi Liu:
Improved Deadbeat Predictive Current Control Combined Sliding Mode Strategy for PMSM Drive System. IEEE Trans. Veh. Technol. 67(1): 251-263 (2018) - 2017
- [j20]Chaoxu Mu, Ding Wang, Haibo He:
Novel iterative neural dynamic programming for data-based approximate optimal control design. Autom. 81: 240-252 (2017) - [j19]Ding Wang, Chaoxu Mu:
Developing nonlinear adaptive optimal regulators through an improved neural learning mechanism. Sci. China Inf. Sci. 60(5): 058201:1-058201:3 (2017) - [j18]Chaoxu Mu, Ding Wang:
Neural-network-based adaptive guaranteed cost control of nonlinear dynamical systems with matched uncertainties. Neurocomputing 245: 46-54 (2017) - [j17]Chaoxu Mu, Changyin Sun, Ding Wang, Aiguo Song:
Adaptive tracking control for a class of continuous-time uncertain nonlinear systems using the approximate solution of HJB equation. Neurocomputing 260: 432-442 (2017) - [j16]Ding Wang, Chaoxu Mu:
A novel neural optimal control framework with nonlinear dynamics: Closed-loop stability and simulation verification. Neurocomputing 266: 353-360 (2017) - [j15]Chaoxu Mu, Zhen Ni, Changyin Sun, Haibo He:
Data-Driven Tracking Control With Adaptive Dynamic Programming for a Class of Continuous-Time Nonlinear Systems. IEEE Trans. Cybern. 47(6): 1460-1470 (2017) - [j14]Ding Wang, Haibo He, Chaoxu Mu, Derong Liu:
Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid System. IEEE Trans. Ind. Electron. 64(6): 4935-4944 (2017) - [j13]Chaoxu Mu, Yufei Tang, Haibo He:
Improved Sliding Mode Design for Load Frequency Control of Power System Integrated an Adaptive Learning Strategy. IEEE Trans. Ind. Electron. 64(8): 6742-6751 (2017) - [j12]Chaoxu Mu, Zhen Ni, Changyin Sun, Haibo He:
Air-Breathing Hypersonic Vehicle Tracking Control Based on Adaptive Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 28(3): 584-598 (2017) - [j11]Ding Wang, Chaoxu Mu, Haibo He, Derong Liu:
Event-Driven Adaptive Robust Control of Nonlinear Systems With Uncertainties Through NDP Strategy. IEEE Trans. Syst. Man Cybern. Syst. 47(7): 1358-1370 (2017) - [j10]Ding Wang, Chaoxu Mu, Xiong Yang, Derong Liu:
Event-Based Constrained Robust Control of Affine Systems Incorporating an Adaptive Critic Mechanism. IEEE Trans. Syst. Man Cybern. Syst. 47(7): 1602-1612 (2017) - [c14]Ding Wang, Chaoxu Mu, Derong Liu:
Adaptive critic designs for solving event-based H∞ control problems. ACC 2017: 2435-2440 - [c13]Dongmei Wei, Chao Ren, Mingyuan Zhang, Xiaohan Li, Shugen Ma, Chaoxu Mu:
Position/force control of a holonomic-constrained mobile manipulator based on active disturbance rejection control. IECON 2017: 6751-6756 - [c12]Weiqiang Liu, Chaoxu Mu, Ding Wang, Chao Luo, Chao Ren:
Neural adaptive control of microgrid frequency regulation with wind power. IECON 2017: 7451-7456 - [c11]Yajie Jiang, Wei Xu, Chaoxu Mu:
Improved SOIFO-based rotor flux observer for PMSM sensorless control. IECON 2017: 8219-8224 - [c10]Yufei Tang, Chaoxu Mu, Haibo He:
Near-space aerospace vehicles attitude control based on adaptive dynamic programming and sliding mode control. IJCNN 2017: 1347-1353 - 2016
- [j9]Ding Wang, Derong Liu, Chaoxu Mu, Hongwen Ma:
Decentralized guaranteed cost control of interconnected systems with uncertainties: A learning-based optimal control strategy. Neurocomputing 214: 297-306 (2016) - [j8]Chaoxu Mu, Changyin Sun, Aiguo Song, Hualong Yu:
Iterative GDHP-based approximate optimal tracking control for a class of discrete-time nonlinear systems. Neurocomputing 214: 775-784 (2016) - [j7]Ding Wang, Chaoxu Mu, Qichao Zhang, Derong Liu:
Event-based input-constrained nonlinear H∞ state feedback with adaptive critic and neural implementation. Neurocomputing 214: 848-856 (2016) - [j6]Ding Wang, Chao Li, Derong Liu, Chaoxu Mu:
Data-based robust optimal control of continuous-time affine nonlinear systems with matched uncertainties. Inf. Sci. 366: 121-133 (2016) - [j5]Chaoxu Mu, Wei Xu, Changyin Sun:
On switching manifold design for terminal sliding mode control. J. Frankl. Inst. 353(7): 1553-1572 (2016) - [j4]Chaoxu Mu, Changyin Sun, Wei Xu:
Fast sliding mode control on air-breathing hypersonic vehicles with transient response analysis. J. Syst. Control. Eng. 230(1): 23-34 (2016) - [c9]Ding Wang, Chaoxu Mu, Haibo He, Derong Liu:
Adaptive-critic-based event-driven nonlinear robust state feedback. CDC 2016: 5813-5818 - 2015
- [j3]Hualong Yu, Chaoxu Mu, Changyin Sun, Wankou Yang, Xibei Yang, Xin Zuo:
Support vector machine-based optimized decision threshold adjustment strategy for classifying imbalanced data. Knowl. Based Syst. 76: 67-78 (2015) - [c8]Wei Xu, Yajie Jiang, Chaoxu Mu, Hong Yue:
Nonsingular terminal sliding mode control for the speed regulation of permanent magnet synchronous motor with parameter uncertainties. IECON 2015: 1994-1999 - 2014
- [c7]Jian Dong, Changyin Sun, Chaoxu Mu:
Cascade dictionary learning for action recognition. CIMSIVP 2014: 7-11 - [c6]Chaoxu Mu, Wei Xu, Xinghuo Yu, Changyin Sun:
A continuous sliding mode controller for the PMSM speed regulation based on disturbance observer. IECON 2014: 28-33 - 2013
- [c5]Chaoxu Mu, Changyin Sun, Chengshan Qian, Ruimin Zhang:
Super-twisting sliding mode control based on Lyapunov analysis for the cursing flight of hypersonic vehicles. ICCA 2013: 522-527 - [c4]Chengshan Qian, Changyin Sun, Yiqing Huang, Chaoxu Mu, Jingmei Zhang, Ruimin Zhang:
Design of flight control system for a Hypersonic Gliding Vehicle based on nonlinear disturbance observer. ICCA 2013: 1573-1577 - 2011
- [j2]Chaoxu Mu, Changyin Sun, Xinghuo Yu:
Internal model control based on a novel least square support vector machines for MIMO nonlinear discrete systems. Neural Comput. Appl. 20(8): 1159-1166 (2011) - [c3]Chaoxu Mu, Changyin Sun, Xinghuo Yu:
State Feedback Control Based on Twin Support Vector Regression Compensating for a Class of Nonlinear Systems. ISNN (2) 2011: 515-524
2000 – 2009
- 2009
- [j1]Changyin Sun, Chaoxu Mu, Xunming Li:
A weighted LS-SVM approach for the identification of a class of nonlinear inverse systems. Sci. China Ser. F Inf. Sci. 52(5): 770-779 (2009) - 2008
- [c2]Chaoxu Mu, Hua Liang, Changyin Sun:
Inverse system identification of nonlinear systems using least square support vector machine based on FCM clustering. IJCNN 2008: 921-926 - [c1]Changyin Sun, Chaoxu Mu, Hua Liang:
Inverse System Identification of Nonlinear Systems Using LSSVM Based on Clustering. ISNN (1) 2008: 682-690
Coauthor Index
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