D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Electronics and Electrical Engineering D-index 61 Citations 13,824 151 World Ranking 539 National Ranking 55

Overview

What is he best known for?

The fields of study he is best known for:

  • Control theory
  • Artificial intelligence
  • Mathematical analysis

His primary scientific interests are in Control theory, Nonlinear system, Adaptive control, Lyapunov function and Bounded function. Yan-Jun Liu has researched Control theory in several fields, including Artificial neural network, Mathematical optimization and Fuzzy logic. His study looks at the intersection of Nonlinear system and topics like Adaptive system with Stability, Fault and Actuator.

In his study, Lyapunov stability is inextricably linked to Nonlinear control, which falls within the broad field of Adaptive control. His Lyapunov function research is multidisciplinary, incorporating perspectives in Discrete time and continuous time, Tracking error and Optimal control. His Backstepping study combines topics from a wide range of disciplines, such as Observer and Adaptive neuro fuzzy inference system.

His most cited work include:

  • Observer-Based Adaptive Fuzzy Backstepping Control for a Class of Stochastic Nonlinear Strict-Feedback Systems (450 citations)
  • Barrier Lyapunov Functions-based adaptive control for a class of nonlinear pure-feedback systems with full state constraints (441 citations)
  • Barrier Lyapunov functions for Nussbaum gain adaptive control of full state constrained nonlinear systems (436 citations)

What are the main themes of his work throughout his whole career to date?

His main research concerns Control theory, Nonlinear system, Adaptive control, Artificial neural network and Lyapunov function. His Control theory research includes themes of Bounded function and Fuzzy logic. His studies deal with areas such as State observer and Dead zone as well as Fuzzy logic.

The Nonlinear system study combines topics in areas such as Control system, Stability, Adaptive system and Observer. Yan-Jun Liu combines subjects such as Nonlinear control, Discrete time and continuous time, Tracking error, Mathematical optimization and Robustness with his study of Adaptive control. His Artificial neural network research is multidisciplinary, relying on both Mobile robot, Multi-agent system, Uniform boundedness, Actuator and Reinforcement learning.

He most often published in these fields:

  • Control theory (93.79%)
  • Nonlinear system (68.36%)
  • Adaptive control (62.71%)

What were the highlights of his more recent work (between 2019-2021)?

  • Control theory (93.79%)
  • Nonlinear system (68.36%)
  • Artificial neural network (39.55%)

In recent papers he was focusing on the following fields of study:

His primary areas of investigation include Control theory, Nonlinear system, Artificial neural network, Control theory and Adaptive control. Yan-Jun Liu interconnects Bounded function and Fuzzy logic in the investigation of issues within Control theory. His Nonlinear system research incorporates elements of Stability, State variable and Dead zone.

His Artificial neural network research includes elements of Adaptive system and Robustness. His work carried out in the field of Adaptive control brings together such families of science as Control system, Servomechanism, Computer simulation and Stability theory. His research investigates the connection between Lyapunov function and topics such as Lyapunov stability that intersect with issues in Sliding mode control.

Between 2019 and 2021, his most popular works were:

  • Multiple Lyapunov Functions for Adaptive Neural Tracking Control of Switched Nonlinear Nonlower-Triangular Systems (61 citations)
  • Integral Barrier Lyapunov function-based adaptive control for switched nonlinear systems (59 citations)
  • Barrier Lyapunov Function-Based Adaptive Fuzzy FTC for Switched Systems and Its Applications to Resistance–Inductance–Capacitance Circuit System (54 citations)

In his most recent research, the most cited papers focused on:

  • Control theory
  • Artificial intelligence
  • Mathematical analysis

Yan-Jun Liu mostly deals with Control theory, Nonlinear system, Adaptive control, Artificial neural network and Control theory. His study in Control theory is interdisciplinary in nature, drawing from both Gradient descent and Fuzzy logic. His Nonlinear system study combines topics in areas such as State variable, Bounded function and Computer simulation.

His Bounded function research is multidisciplinary, incorporating elements of Instability, Interval and State observer. The concepts of his Adaptive control study are interwoven with issues in Servomechanism and Active suspension. His research integrates issues of Stability and Dynamical system in his study of Lyapunov function.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Barrier Lyapunov functions for Nussbaum gain adaptive control of full state constrained nonlinear systems

Yan Jun Liu;Shaocheng Tong.
Automatica (2017)

557 Citations

Barrier Lyapunov Functions-based adaptive control for a class of nonlinear pure-feedback systems with full state constraints

Yan-Jun Liu;Shaocheng Tong.
Automatica (2016)

544 Citations

Adaptive Consensus Control for a Class of Nonlinear Multiagent Time-Delay Systems Using Neural Networks

C. L. Philip Chen;Guo-Xing Wen;Yan-Jun Liu;Fei-Yue Wang.
IEEE Transactions on Neural Networks (2014)

430 Citations

Fuzzy Approximation-Based Adaptive Backstepping Optimal Control for a Class of Nonlinear Discrete-Time Systems With Dead-Zone

Yan-Jun Liu;Ying Gao;Shaocheng Tong;Yongming Li.
IEEE Transactions on Fuzzy Systems (2016)

423 Citations

Observer-Based Adaptive Fuzzy Backstepping Control for a Class of Stochastic Nonlinear Strict-Feedback Systems

Shaocheng Tong;Yue Li;Yongming Li;Yanjun Liu.
systems man and cybernetics (2011)

410 Citations

Observer-Based Adaptive Backstepping Consensus Tracking Control for High-Order Nonlinear Semi-Strict-Feedback Multiagent Systems

C. L. Philip Chen;Guo-Xing Wen;Yan-Jun Liu;Zhi Liu.
IEEE Transactions on Systems, Man, and Cybernetics (2016)

394 Citations

Fuzzy Neural Network-Based Adaptive Control for a Class of Uncertain Nonlinear Stochastic Systems

C. L. Philip Chen;Yan-Jun Liu;Guo-Xing Wen.
IEEE Transactions on Systems, Man, and Cybernetics (2014)

384 Citations

Adaptive Neural Output Feedback Tracking Control for a Class of Uncertain Discrete-Time Nonlinear Systems

Yan-Jun Liu;C. L. P. Chen;Guo-Xing Wen;Shaocheng Tong.
IEEE Transactions on Neural Networks (2011)

341 Citations

Neural Network Control-Based Adaptive Learning Design for Nonlinear Systems With Full-State Constraints

Yan-Jun Liu;Jing Li;Shaocheng Tong;C. L. Philip Chen.
IEEE Transactions on Neural Networks (2016)

322 Citations

Robust Adaptive Tracking Control for Nonlinear Systems Based on Bounds of Fuzzy Approximation Parameters

Yan-Jun Liu;Wei Wang;Shao-Cheng Tong;Yi-Sha Liu.
systems man and cybernetics (2010)

295 Citations

Best Scientists Citing Yan-Jun Liu

C. L. Philip Chen

C. L. Philip Chen

University of Macau

Publications: 126

Shaocheng Tong

Shaocheng Tong

Liaoning University of Technology

Publications: 73

Huanqing Wang

Huanqing Wang

Carleton University

Publications: 71

Guang-Hong Yang

Guang-Hong Yang

Northeastern University

Publications: 70

Wei He

Wei He

University of Science and Technology Beijing

Publications: 70

Yun Zhang

Yun Zhang

Guangdong University of Technology

Publications: 69

Zhi Liu

Zhi Liu

Guangdong University of Technology

Publications: 69

Chong Lin

Chong Lin

Qingdao University

Publications: 61

Peng Shi

Peng Shi

University of Adelaide

Publications: 60

Xiaoping Liu

Xiaoping Liu

Lakehead University

Publications: 56

Hongyi Li

Hongyi Li

Bohai University

Publications: 49

Zhijun Li

Zhijun Li

University of Science and Technology of China

Publications: 48

Bing Chen

Bing Chen

Qingdao University

Publications: 47

Tieshan Li

Tieshan Li

University of Electronic Science and Technology of China

Publications: 47

Qi Zhou

Qi Zhou

Guangdong University of Technology

Publications: 47

Shuai Li

Shuai Li

Rutgers, The State University of New Jersey

Publications: 46

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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