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个人简介

博士毕业于日本九州大学,师从日本著名机器人专家山本元司教授和菊值亮教授,方向为控制工程。深圳市孔雀人才C类,曾受邀并加入日本Kyushu Institute of Technology担任助理教授,从事高精度高鲁棒性控制算法研究,现主要从事机器人实时控制算法、状态估计等领域,包括研究神经网络控制、学习控制、阻抗控制,导纳控制等交互控制算法等。以第一作者或通信作者在国际知名SCI期刊发表学术论文40余篇,其中IEEE trans期刊20余篇。担任多个IEEE trans期刊的审稿人。 教育经历 2010-2014,Ph.D Kyushu University, Japan 研究与工作经历 2016, Researcher Simtech, Singapore 2015, Researcher Kyutech, Japan

研究领域

深度神经网络相关方向,包括Spike NN及其在机器人上的应用,在新一代类脑芯片neuromorphic 的应用等,包括其反向传递方法和优化算法,基本的如SGD,还有例如Adam等 机器人系统状态估计问题,如传统观测器方法,或kalman 滤波器+深度神经网络的状态估计等,应用方向如如何提高IMU的估计精度和抗干扰问题等 深度神经网络与传统控制结合方向,偏理论,(Control meets learning) 自主机器人系统与环境的交互问题,如机械臂物体推动和抓取,考虑抓取中限制问题;软体外骨骼中协同控制中的算法问题等 其他的高精度高实时性高鲁棒性算法研发,如目前与华为签订委托研究合同包括高精度高鲁棒性实时控制算法,用于华为某平台中

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

Y. Bai, Y. Wang, Xiaogang Xiong*, J. Song and M. Svinin, "Safe Adaptive Multi-Agent Coverage Control," in IEEE Control Systems Letters, doi: 10.1109/LCSYS.2023.3312248, 2023 Parijat Prasun, Sunidhi Pandey, Shyam Kamal, Sandip Ghosh and Xiaogang Xiong*, A Minimum Operator Based Discrete-Time Super-Twisting-like Algorithm, IEEE Transactions on Circuits and Systems II: Express Briefs, Accepted, 2023 Tianlin Zhang, Sikai Guo, Xiaogang Xiong*, Wanlei Li, Zezheng Qi, Yunjiang Lou, Dynamic Object Tracking for Quadruped Manipulator with Spherical Image-Based Approach, 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Accepted, 2023 Xiaogang Xiong, Zhenyu Zou, Yunjiang Lou, Xianshen Yang, Semi-Implicit Euler Realization of Time-Delayed Super-Twisting Algorithm with Modified Smith Predictor, 2023 IEEE 19th International Conference on Automation Science and Engineering (CASE), Accepted, 2023 Sandeep Kumar Soni, Saumya Singh, Xiaogang Xiong*, Kumar Abhishek Singh, Ankit Sachan, Event-Triggered Control for LPV Modeling of DC-DC Boost Converter, IEEE Transactions on Circuits and Systems II: Express Briefs, 2022 Xiansheng Yang, Xiaogang Xiong*, Zhenyu Zou, Yunjiang Lou*, Semi-Implicit Euler Digital Implementation of Conditioned Super-Twisting Algorithm with Actuation Saturation, IEEE Transactions on Industrial Electronics (TIE), 2022 Hang Zhou, Yibo Zhao, Xiaogang Xiong*, Yunjiang Lou*, Shyam Kamal, IMU Dead-Reckoning Localization with RNN-IEKF Algorithm, the 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), 2022 Xiansheng Yang, Xiaogang Xiong*, Zhenyu Zou, Yunjiang Lou*, Shyam Kamal, Jiangang Li, Discrete-Time Multivariable Super-Twisting Algorithm with Semi-Implicit Euler Method, IEEE Transactions on Circuits and Systems II: Express Briefs, 2022 Guangzeng Chen, Xiaogang Xiong*, Yunjiang Lou, Zhibin Li,Modeling and Observation of Rate-Dependent Hysteresis and Creep Phenomena in Magneto-Rheological Clutch, IEEE/ASME Transaction on Mechatronics, 2022 Shanhai Jin, Xiaogang Xiong*, Dejin Zhao, Changfu Jin, Unified framework for implicit-Euler implementation of second-order sliding mode controllers, Communications in Nonlinear Science and Numerical Simulation,https://doi.org/10.1016/j.cnsns.2022.106430, 2022(中科院一区数学类top期刊) Xiaogang Xiong, Yang Bai, Ran Shi,Shyam Kamal, Yuejie Wang, Yunjiang Lou, Discrete-Time Twisting Algorithm Implementation with Implicit-Euler ZOH Discretization Method, IEEE Transactions on Circuits and Systems II: Express Briefs, DOI: 10.1109/TCSII.2022.3144197, 2022 Sunial Kumar, Anil Kumar Pal, Shyam Kamal, Xiaogang Xiong*, Nonlinear Polytopic Systems with Prescribed Time Convergence, IEEE Transactions on Circuits and Systems II: Express Briefs, DOI: 10.1109/TCSII.2021.3125722, 2021 Xiaogang Xiong, Rahul Kumar Sharma, Shyam Kamal, Yang Bai, and Yunjiang Lou, Discrete-Time Fractional-Order Observer with Implicit Euler Method, IEEE Transactions on Circuits and Systems II: Express Briefs, DOI: 10.1109/TCSII.2021.3131369, 2021 Xiaogang Xiong , Guangzeng Chen, Yunjiang Lou, Ruining Huang, and Shyam Kamal: “Discrete-Time Implementation of Super-Twisting Control with Semi-Implicit Euler Method”, IEEE Transactions on Circuits and Systems II: Express Briefs, DOI: 10.1109/TCSII.2021.3078526, 2021 A nkit Sachan, Xiaogang Xiong* , Sandeep Kumar Soni, Shyam Kamal, Sandip Ghosh,Quantized-feedbackhands control for nonlinear systems", IET Control Theory Appl. 15 Doi: 10.1049/cth2.12128, 2021 Xiaogang Xiong, Ankit Sachan, Ruining Huang, Anil Kumar Pal, Shyam Kamal, and Wei Chen: “Implicit-Euler Based Digital Implementation for Constrained Stabilization of Second-Order Systems”, International Journal of Robust and Nonlinear Control, DOI: 10.1002/rnc.5525, 2021 Xiaogang Xiong, Hua Chen, Zhichao Liu, Motoji Yamamoto, Shyam Kamal, and Yunjiang Lou: “Implicit Discrete-Time Adaptive First-Order Sliding Mode Control with Predefined Convergence Time”, IEEE Transactions on Circuits and Systems II: Express Briefs, DOI: 10.1109/TCSII.2021.3070435, 2021. Xiaogang Xiong, Yinghao Chu, Arun Dayal Udai, Shyam Kamal, Shanhai Jin, Yunjiang Lou: “Implicit Discrete-Time Terminal Sliding Mode Control for Second-Order Systems,” IEEE Transactions on Circuits and Systems II: Express Briefs, doi: 10.1109/TCSII.2021.3053318, 2021 Xiaogang Xiong, Anil Kumar Pal, Zhichao Liu, Shyam Kamal, Ruining Huang, Yunjiang Lou: “Discrete-Time Adaptive Super-Twisting Observer with Prede?ned Arbitrary Convergence Time,” IEEE Transactions on Circuits and Systems II: Express Briefs, doi: 10.1109/TCSII.2020.3042633, 2020 Guangzeng Chen, Xiaogang Xiong* , Yunjiang Lou*: Multi-State Modelling and Observation of MagnetoRheological Clutch with Rate-Dependent Hysteresis Characteristic," IEEE Robotics and Automation Letters,doi: 10.1109/LRA.2021.3061064, 2021 Avneet Kumar, Xiaogang Xiong*, Xuewei Pan, Motiur Reza, Abdul R Beig, Khaled Al Jaafari: A widevoltage gain bidirectional DC-DC Converter based on quasi Z-Source and switched capacitor network," IEEE Transactions on Circuits and Systems II: Express Briefs, doi: 10.1109/TCSII.2020.3033048, 2020 Rahul K. Sharma, Xiaogang Xiong*, Shyam Kamal, Sandip Ghosh: Discrete-Time Fractional-Order Super-Twisting Diferentiator with Implicit Euler Method," IEEE Transactions on Circuits and Systems II: ExpressBriefs, doi: 10.1109/TCSII.2020.3027733, 2020 Xiaogang Xiong, Shanhai Jin, Shyam Kamal: Adaptive gains to super-twisting technique for sliding mode design", Asian Journal of Control, 23: 362-373, 2021. Xiaogang Xiong, Zhichao Liu, Shyam Kamal, Shanghai Jin: Discrete-Time Super-Twisting Observer with Implicit Euler Method," IEEE Transactions on Circuits and Systems II: Express Briefs, doi: 10.1109/TCSII.2020.3022701, 2020 Xiaogang Xiong, Ryo Kikuuwe, Shyam Kamal, Shanhai Jin: Implicit-Euler implementation of super-twisting observer and twisting controller for second-order systems," IEEE Transactions on Circuits and Systems II:Express Briefs, doi: 10.1109/TCSII.2019.2957271 , 2020 Anil K. Pal, Shyam Kamal, Xinghuo Yu, Shyam K. Nagar, Xiaogang Xiong*: Free-will arbitrary time consensus for multiagent systems," IEEE Transactions on Cybernetics, doi: 10.1109/TCYB.2020.3032217, 2020 Anil K. Pal, Shyam Kamal, Xinghuo Yu, Shyam K. Nagar, Xiaogang Xiong*: An Ultra High Gain Quasi Z-Source Inverter Consisting Active Switched Network," IEEE Transactions on Cybernetics, doi: 10.1109/TCYB.2020.3032217, 2020 Anil K. Pal, Shyam Kamal, Xinghuo Yu, Shyam K. Nagar, Xiaogang Xiong*: High Gain Quasi-Mutually Coupled Active Impedance Source Converter Utilizing Reduced Components Count," IEEE Transactions on Circuits and Systems II:Express Briefs, doi: 10.1109/TCYB.2020.3032217, 2020 Motiur Reza, Shyam Kamal, Xinghuo Yu, Shyam K. Nagar, Xiaogang Xiong*: High Gain Quasi Switched Boost Inverter with Optimal Performance Parameters," IEEE Transactions on Transportation Electrification, doi: DOI: 10.1109/TTE.2020.2984159, 2020

学术兼职

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