Deqing Huang

Deqing Huang

Imperial College London

H-index: 37

Europe-United Kingdom

About Deqing Huang

Deqing Huang, With an exceptional h-index of 37 and a recent h-index of 31 (since 2020), a distinguished researcher at Imperial College London, specializes in the field of Mathematics, Control Engineering, Aeronautics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Adaptive Nonsingular Terminal Sliding Mode Tracking Control for High-speed Trains With Input Constraints and Parametric Uncertainties

MFU-Net: a deep multimodal fusion network for breast cancer segmentation with dual-layer spectral detector CT

Resilient Coordinated Data-Driven Control of Multiple High-Speed Trains Under Fading Measurements and Denial-of-Service Attacks

VWM-DCRNN: a method of combining signal processing with deep learning for fault diagnosis in single-phase PWM rectifier

Privacy-Enabled Secure Iterative Learning Control of Networked Systems subject to Disclosure Attacks

Local stabilization for TS fuzzy systems by a sensor fault compensation mechanism

Iterative learning control based on dynamic time warping for a class of discrete‐time nonlinear systems with varying trial lengths and terminus constraint

Lightweight FL: A Low-Cost Federated Learning Framework for Mechanical Fault Diagnosis With Training Optimization and Model Pruning

Deqing Huang Information

University

Position

___

Citations(all)

4332

Citations(since 2020)

3078

Cited By

2288

hIndex(all)

37

hIndex(since 2020)

31

i10Index(all)

87

i10Index(since 2020)

77

Email

University Profile Page

Google Scholar

Deqing Huang Skills & Research Interests

Mathematics

Control Engineering

Aeronautics

Top articles of Deqing Huang

Title

Journal

Author(s)

Publication Date

Adaptive Nonsingular Terminal Sliding Mode Tracking Control for High-speed Trains With Input Constraints and Parametric Uncertainties

Transactions of the Institute of Measurement and Control

Chen Liang

Kaijun Yang

2023/11

MFU-Net: a deep multimodal fusion network for breast cancer segmentation with dual-layer spectral detector CT

Applied Intelligence

Aisen Yang

Lulu Xu

Na Qin

Deqing Huang

Ziyi Liu

...

2024/3/8

Resilient Coordinated Data-Driven Control of Multiple High-Speed Trains Under Fading Measurements and Denial-of-Service Attacks

IEEE Transactions on Vehicular Technology

Wei Yu

Deqing Huang

Na Qin

2023/1/9

VWM-DCRNN: a method of combining signal processing with deep learning for fault diagnosis in single-phase PWM rectifier

IEEE Transactions on Power Electronics

Na Qin

Tianwei Wang

Deqing Huang

Yiting You

Yiming Zhang

2023/3/30

Privacy-Enabled Secure Iterative Learning Control of Networked Systems subject to Disclosure Attacks

IEEE Transactions on Circuits and Systems II: Express Briefs

Yong Chen

Deqing Huang

Shuangquan Tan

2023/8/1

Local stabilization for TS fuzzy systems by a sensor fault compensation mechanism

IFAC-PapersOnLine

Yue Wu

Deqing Huang

Lei Ma

2023/1/1

Iterative learning control based on dynamic time warping for a class of discrete‐time nonlinear systems with varying trial lengths and terminus constraint

International Journal of Robust and Nonlinear Control

Jingkang Xia

Ruiqing Zhang

Yanan Li

Deqing Huang

Xuefang Li

2023/1

Lightweight FL: A Low-Cost Federated Learning Framework for Mechanical Fault Diagnosis With Training Optimization and Model Pruning

IEEE Transactions on Instrumentation and Measurement

Jiahao Du

Na Qin

Deqing Huang

Xinming Jia

Yiming Zhang

2023/11/6

Adaptive speed tracking control for high speed trains under stochastic operation environments

Automatica

Han Yuan

Deqing Huang

Xuefang Li

2023/1/1

Fault diagnosis of multi-railway high-speed train bogies by improved federated learning

IEEE Transactions on Vehicular Technology

Na Qin

Jiahao Du

Yiming Zhang

Deqing Huang

Bi Wu

2023/2/6

Cooperative operation control of virtual coupling high-speed trains with input saturation and full-state constraints

IEEE Transactions on Automation Science and Engineering

Lei Zhu

Deqing Huang

Xuefang Li

Qingyuan Wang

2023/6/5

Adaptive Iterative Learning Control for Non-Square Nonlinear Systems With Various Nonrepetitive Uncertainties: A Unified Approach

IEEE Transactions on Automatic Control

Xuefang Li

Deqing Huang

2023/10/23

Trajectory Deformation With Constrained Optimization for Bilateral Rehabilitation Robots

IEEE/ASME Transactions on Mechatronics

Jinlong Yang

Deqing Huang

Jingkang Xia

Yanan Li

2023/2/6

Distributed event-triggered iterative learning control for multiple high-speed trains with switching topologies: A data-driven approach

IEEE Transactions on Intelligent Transportation Systems

Wei Yu

Deqing Huang

Qingyuan Wang

Liangcheng Cai

2023/5/25

Abnormal Detection of Heavy Haul Train Air Whistle Based on MFCC and Lightweight Training

Zhiwei Wang

Jiahao Du

Jiahui Liu

Peican Yang

Na Qin

...

2023/10/20

An efficient federated learning framework for machinery fault diagnosis with improved model aggregation and local model training

IEEE Transactions on Neural Networks and Learning Systems

Jiahao Du

Na Qin

Deqing Huang

Yiming Zhang

Xinming Jia

2023/2/3

Neural learning impedance control of lower limb rehabilitation exoskeleton with flexible joints in the presence of input constraints

International Journal of Robust and Nonlinear Control

Yong Yang

Deqing Huang

Chengwu Jin

Xia Liu

Yanan Li

2023/5/10

An Open-switch Fault Diagnosis Method for Single-phase PWM Rectifier Based on CEEMD-DNN

IEEE Transactions on Power Electronics

Bin Gou

Xinglai Ge

Shunliang Wang

Xiaoyun Feng

James B Kuo

...

2015/8/5

Spatial iterative learning control for robotic path learning

IEEE Transactions on Cybernetics

Lin Yang

Yanan Li

Deqing Huang

Jingkang Xia

Xiaodong Zhou

2022/1/19

Iterative learning control for high‐speed trains with velocity and displacement constraints

International Journal of Robust and Nonlinear Control

Deqing Huang

Tengfei Huang

Chunrong Chen

Na Qin

Xu Jin

...

2022/4

See List of Professors in Deqing Huang University(Imperial College London)