Lu Liu

Orcid: 0000-0003-2741-2542

Affiliations:
  • City University of Hong Kong, Department of Mechanical and Biomedical Engineering, Hong Kong
  • University of Nottingham, UK (former)
  • University of Tokyo, Japan (former)
  • Chinese University of Hong Kong, Department of Mechanical and Automation Engineering, Hong Kong (PhD 2008)


According to our database1, Lu Liu authored at least 172 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Adaptive Optimal Control of Networked Nonlinear Systems With Stochastic Sensor and Actuator Dropouts Based on Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

Finite-Frequency Fault Detection Filter Design for Networked Nonlinear Systems With Medium Access Constraints.
IEEE Trans. Fuzzy Syst., March, 2024

Optimal Output Consensus of Heterogeneous Linear Multiagent Systems Over Weight-Unbalanced Directed Networks.
IEEE Trans. Cybern., February, 2024

Leader-Following Consensus of Multiple Uncertain Euler-Lagrange Systems via Fully Distributed Event-Triggered Adaptive Fuzzy Control.
IEEE Trans. Cybern., January, 2024

2023
Coverage control for mobile sensor networks with unknown terrain roughness and nonuniform time-varying communication delays.
Sci. China Inf. Sci., December, 2023

Cooperative Tracking Control of Unknown Discrete-Time Linear Multiagent Systems Subject to Unknown External Disturbances.
IEEE Trans. Cybern., October, 2023

Coverage Control for Mobile Sensor Networks With Double-Integrator Dynamics and Unknown Disturbances.
IEEE Trans. Autom. Control., October, 2023

Consensus Control of Discrete-Time Multiagent Systems Over Correlated Fading Channels: A Compressed Coding Scheme.
IEEE Trans. Syst. Man Cybern. Syst., September, 2023

Cyclic-Pursuit-Based Circular Formation Control of Mobile Agents with Limited Communication Ranges and Communication Delays.
IEEE CAA J. Autom. Sinica, September, 2023

Fully Distributed Algorithm for Resource Allocation Over Unbalanced Directed Networks Without Global Lipschitz Condition.
IEEE Trans. Autom. Control., August, 2023

Fully Distributed Event-Triggered Cooperative Output Regulation of Multiagent Systems Under Jointly Connected Digraphs.
IEEE Trans. Autom. Control., July, 2023

Formation-Containment Tracking for Heterogeneous Linear Multiagent Systems Under Unbounded Distributed Transmission Delays.
IEEE Trans. Control. Netw. Syst., June, 2023

Distributed Adaptive Output Consensus of Unknown Heterogeneous Non-Minimum Phase Multi-Agent Systems.
IEEE CAA J. Autom. Sinica, April, 2023

Stabilization of chains of linear parabolic PDE-ODE cascades.
Autom., February, 2023

Stabilization of discrete-time linear systems with infinite distributed input delays.
Autom., February, 2023

Finite-Time Distributed Average Tracking for a Class of Nonlinear Multi-Agent Systems With External Disturbances.
IEEE Trans. Syst. Man Cybern. Syst., 2023

Privacy-Preserving Distributed Economic Dispatch of Microgrids: A Dynamic Quantization-Based Consensus Scheme With Homomorphic Encryption.
IEEE Trans. Smart Grid, 2023

Event-Triggered Cooperative Output Regulation of Heterogeneous Multiagent Systems Under Switching Directed Topologies.
IEEE Trans. Cybern., 2023

Low-Gain Compensation for PDE-ODE Cascade Systems With Distributed Diffusion and Counter Convection.
IEEE Trans. Autom. Control., 2023

Robust stabilization of uncertain nonlinear systems with infinite distributed input delays.
J. Frankl. Inst., 2023

Asynchronous fault detection filtering design for continuous-time T-S fuzzy affine dynamic systems in finite-frequency domain.
Fuzzy Sets Syst., 2023

Fully Distributed Continuous-Time Algorithm for Nonconvex Optimization Over Unbalanced Digraphs.
Proceedings of the 9th International Conference on Control, 2023

Adaptive Coverage Control for Heterogeneous Mobile Sensor Networks in an Unknown Environment.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Constructing a Virtual Leader for Sign Consensus of Heterogeneous Multi-Agent Systems.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
An Overview of Recent Advances in Distributed Coordination of Multi-Agent Systems.
Unmanned Syst., 2022

Leader-Following Output Consensus of Heterogeneous Uncertain Linear Multiagent Systems With Dynamic Event-Triggered Strategy.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Finite-Frequency $\mathcal {H}_{-}/\mathcal {H}_{\infty }$ Memory Fault Detection Filtering Design for Uncertain Takagi-Sugeno Fuzzy Affine Systems.
IEEE Trans. Fuzzy Syst., 2022

Cooperative Output Tracking of Unknown Heterogeneous Linear Systems by Distributed Event-Triggered Adaptive Control.
IEEE Trans. Cybern., 2022

Event-Triggered Robust Control for Output Consensus of Unknown Discrete-Time Multiagent Systems With Unmodeled Dynamics.
IEEE Trans. Cybern., 2022

Distributed Output Regulation for a Class of Nonlinear Multiagent Systems With Dynamic Edges.
IEEE Trans. Cybern., 2022

Event-Triggered Adaptive Fuzzy Output-Feedback Control for Nonstrict-Feedback Nonlinear Systems With Asymmetric Output Constraint.
IEEE Trans. Cybern., 2022

Leader-Following Consensus of Heterogeneous Linear Multiagent Systems With Communication Time-Delays via Adaptive Distributed Observers.
IEEE Trans. Cybern., 2022

Robust Synchronization Control of Switched Networked Euler-Lagrange Systems.
IEEE Trans. Cybern., 2022

Design of Cooperative Output Regulators for Heterogeneous Uncertain Nonlinear Multiagent Systems.
IEEE Trans. Cybern., 2022

Cooperative Output Regulation Quadratic Control for Discrete-Time Heterogeneous Multiagent Markov Jump Systems.
IEEE Trans. Cybern., 2022

Quantized Fuzzy Cooperative Output Regulation for Heterogeneous Nonlinear Multiagent Systems With Directed Fixed/Switching Topologies.
IEEE Trans. Cybern., 2022

Output Containment Control of Heterogeneous Linear Multiagent Systems With Unbounded Distributed Transmission Delays.
IEEE Trans. Cybern., 2022

Global Cooperative Output Regulation of Linear Multiagent Systems With Limited Bandwidth.
IEEE Trans. Control. Netw. Syst., 2022

A Lyapunov Approach to Robust Cooperative Output Regulation of Multiagent Systems Under Infinite Communication Delays.
IEEE Trans. Autom. Control., 2022

Robust Cooperative Output Regulation of Heterogeneous Uncertain Linear Multiagent Systems With Unbounded Distributed Transmission Delays.
IEEE Trans. Autom. Control., 2022

Event-triggered H∞ output consensus of heterogeneous linear multi-agent systems.
J. Frankl. Inst., 2022

Stability analysis and predictor feedback control for systems with unbounded delays.
Autom., 2022

Lyapunov characterizations on input-to-state stability of nonlinear systems with infinite delays.
Autom., 2022

New results on stability of discrete-time systems with infinite delays.
Autom., 2022

Leader-Following Consensus of Heterogeneous Linear Multi-Agent Systems with Unbounded Distributed Transmission Delays.
Proceedings of the 17th IEEE International Conference on Control & Automation, 2022

2021
Event-Triggered Robust Output Regulation of Uncertain Linear Systems With Unknown Exosystems.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Distributed Output-Feedback Tracking of Multiple Nonlinear Systems With Unmeasurable States.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Distributed Average Tracking for Linear Heterogeneous Multi-Agent Systems With External Disturbances.
IEEE Trans. Netw. Sci. Eng., 2021

Fuzzy Adaptive Finite-Time Fault-Tolerant Control for Strict-Feedback Nonlinear Systems.
IEEE Trans. Fuzzy Syst., 2021

Event-Triggered/Self-Triggered Leader-Following Control of Stochastic Nonlinear Multiagent Systems Using High-Gain Method.
IEEE Trans. Cybern., 2021

Moving-Target Enclosing Control for Mobile Agents With Collision Avoidance.
IEEE Trans. Control. Netw. Syst., 2021

Cooperative Output Regulation of Linear Multiagent Systems: An Event-Triggered Adaptive Distributed Observer Approach.
IEEE Trans. Autom. Control., 2021

Consensus of Heterogeneous Second-Order Nonlinear Uncertain Multiagent Systems Under Switching Networks.
IEEE Trans. Autom. Control., 2021

A Low Gain Approach to Output Consensus of Networked Heterogeneous Linear Multi-Agent Systems.
SIAM J. Control. Optim., 2021

Output feedback stabilization of linear systems with infinite distributed input and output delays.
Inf. Sci., 2021

Optimal Output Consensus of Second-Order Uncertain Nonlinear Systems on Weight-Unbalanced Directed Networks.
CoRR, 2021

2020
Quantized Consensus of Multiagent Systems by Event-Triggered Control.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Finite-Time $\mathcal{H}_{\infty}$ Controller Synthesis of T-S Fuzzy Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Convergent Multiagent Formation Control With Collision Avoidance.
IEEE Trans. Robotics, 2020

Finite-Time Adaptive Fuzzy Control for Nonstrict-Feedback Nonlinear Systems Via an Event-Triggered Strategy.
IEEE Trans. Fuzzy Syst., 2020

Distributed Dynamic Event-Triggered Control for Cooperative Output Regulation of Linear Multiagent Systems.
IEEE Trans. Cybern., 2020

Distributed Event-Triggered Adaptive Control for Consensus of Linear Multi-Agent Systems with External Disturbances.
IEEE Trans. Cybern., 2020

Cooperative Control of Multiple Nonlinear Benchmark Systems Perturbed by Second-Order Moment Processes.
IEEE Trans. Cybern., 2020

Stability and Stabilization of Infinite Delay Systems: A Lyapunov-Based Approach.
IEEE Trans. Autom. Control., 2020

Consensus of Linear Multiagent Systems With Distributed Infinite Transmission Delays: A Low Gain Approach.
IEEE Trans. Autom. Control., 2020

Leader-Following Attitude Consensus of Multiple Rigid Spacecraft Systems Under Switching Networks.
IEEE Trans. Autom. Control., 2020

Output consensus of heterogeneous linear multi-agent systems with communication, input and output time-delays.
J. Frankl. Inst., 2020

Containment control with multiple leaders for nonlinear multi-agent systems with unstabilizable linearizations.
Neurocomputing, 2020

On Lipschitz conditions of infinite dimensional systems.
Autom., 2020

Coverage control for heterogeneous mobile sensor networks with bounded position measurement errors.
Autom., 2020

Target localization and enclosing control for networked mobile agents with bearing measurements.
Autom., 2020

Development and Testing of a User-adaptive Ankle Foot Orthosis.
Proceedings of the 5th International Conference on Advanced Robotics and Mechatronics, 2020

2019
Event-Triggered Robust Adaptive Fuzzy Control for a Class of Nonlinear Systems.
IEEE Trans. Fuzzy Syst., 2019

Consensus of Heterogeneous Linear Multiagent Systems Subject to Aperiodic Sampled-Data and DoS Attack.
IEEE Trans. Cybern., 2019

Circle Formation Control of Mobile Agents With Limited Interaction Range.
IEEE Trans. Autom. Control., 2019

Output Consensus of Heterogeneous Linear Multi-Agent Systems with Adaptive Event-Triggered Control.
IEEE Trans. Autom. Control., 2019

Leader-Following Consensus of Multiple Uncertain Euler-Lagrange Systems With Unknown Dynamic Leader.
IEEE Trans. Autom. Control., 2019

Event-Triggered Cooperative Output Regulation of Linear Multi-Agent Systems Under Jointly Connected Topologies.
IEEE Trans. Autom. Control., 2019

Leader-following consensus of second-order nonlinear multi-agent systems subject to disturbances.
Frontiers Inf. Technol. Electron. Eng., 2019

Consensus of Single Integrator Multi-Agent Systems with Unbounded Transmission Delays.
J. Syst. Sci. Complex., 2019

Semi-global stabilization of linear systems with distributed infinite input delays and actuator saturations.
Autom., 2019

Observer-based Adaptive Fuzzy Output Feedback Control for Uncertain Nonlinear Systems with Constrained Output.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Cooperative Output Regulation of Linear Multi-Agent Systems Under Communication Delays.
Proceedings of the 15th IEEE International Conference on Control and Automation, 2019

Distributed Target Localization and Enclosing Control for Mobile Agents with Bearing Measurements.
Proceedings of the 12th Asian Control Conference, 2019

Output Regulation Problem of Linear Systems With Gamma-Type Distributed Infinite Delays and Its Applications to Noise Rejection.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2019

2018
Event-Based Impulsive Control of Continuous-Time Dynamic Systems and Its Application to Synchronization of Memristive Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2018

Adaptive Antisynchronization of Multilayer Reaction-Diffusion Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2018

Output regulation of output feedback systems with unknown exosystem and unknown high-frequency gain sign.
Trans. Inst. Meas. Control, 2018

Adaptive Output Regulation of Heterogeneous Multiagent Systems Under Markovian Switching Topologies.
IEEE Trans. Cybern., 2018

Distributed Circular Formation Control of Nonholonomic Vehicles Without Direct Distance Measurements.
IEEE Trans. Autom. Control., 2018

Consensus of Discrete-Time Linear Multiagent Systems With Communication, Input and Output Delays.
IEEE Trans. Autom. Control., 2018

Leader-Following Consensus of Multiple Uncertain Euler-Lagrange Systems Subject to Communication Delays and Switching Networks.
IEEE Trans. Autom. Control., 2018

Cooperative Output Regulation of Linear Multi-Agent Systems by Intermittent Communication: A Unified Framework of Time- and Event-Triggering Strategies.
IEEE Trans. Autom. Control., 2018

Coverage Control for Heterogeneous Mobile Sensor Networks Subject to Measurement Errors.
IEEE Trans. Autom. Control., 2018

Robust cooperative output regulation of heterogeneous uncertain linear multi-agent systems by intermittent communication.
J. Frankl. Inst., 2018

Circular formation of networked dynamic unicycles by a distributed dynamic control law.
Autom., 2018

Stabilization of linear systems with distributed infinite input delays: A low gain approach.
Autom., 2018

Robust output consensus of networked heterogeneous nonlinear systems by distributed output regulation.
Autom., 2018

Robust adaptive output feedback control to a class of non-triangular stochastic nonlinear systems.
Autom., 2018

Attitude Consensus of Switched Networked Spacecraft Multi-Agent Systems.
Proceedings of the 14th IEEE International Conference on Control and Automation, 2018

Adaptive Leader-Following Consensus of Networked Uncertain Euler-Lagrange Systems With Dynamic Leader Based on Sensory Feedback.
Proceedings of the 15th International Conference on Control, 2018

Consensus of Single Integrator Multi-agent Systems With Distributed Infinite Transmission Delays.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
A Memristive Multilayer Cellular Neural Network With Applications to Image Processing.
IEEE Trans. Neural Networks Learn. Syst., 2017

Finite-Time Stabilization of a Class of T-S Fuzzy Systems.
IEEE Trans. Fuzzy Syst., 2017

Consensus of Heterogeneous Linear Multiagent Systems With Communication Time-Delays.
IEEE Trans. Cybern., 2017

Adaptive Finite-Time Controller Design for T-S Fuzzy Systems.
IEEE Trans. Cybern., 2017

Output Consensus of Heterogeneous Linear Multi-Agent Systems by Distributed Event-Triggered/Self-Triggered Strategy.
IEEE Trans. Cybern., 2017

Cooperative Output Regulation of Heterogeneous Linear Multi-Agent Systems by Event-Triggered Control.
IEEE Trans. Cybern., 2017

Cooperative Control for Moving-Target Circular Formation of Nonholonomic Vehicles.
IEEE Trans. Autom. Control., 2017

Stability and l<sub>1</sub> Gain Analysis of Boolean Networks With Markovian Jump Parameters.
IEEE Trans. Autom. Control., 2017

Cooperative Output Regulation of Linear Multi-Agent Systems by a Novel Distributed Dynamic Compensator.
IEEE Trans. Autom. Control., 2017

Distributed Feedforward Approach to Cooperative Output Regulation Subject to Communication Delays and Switching Networks.
IEEE Trans. Autom. Control., 2017

Cooperative Output Regulation of Heterogeneous Nonlinear Multi-Agent Systems With Unknown Control Directions.
IEEE Trans. Autom. Control., 2017

Target Enclosing and Trajectory Tracking for a Mobile Robot With Input Disturbances.
IEEE Control. Syst. Lett., 2017

Leader-follower formation of vehicles with velocity constraints and local coordinate frames.
Sci. China Inf. Sci., 2017

Adaptive output-feedback control design with prescribed performance for switched nonlinear systems.
Autom., 2017

Cooperative control of multiple stochastic high-order nonlinear systems.
Autom., 2017

Nonuniform coverage control for heterogeneous mobile sensor networks on the line.
Autom., 2017

Cooperative output regulation of linear multi-agent systems with an event-triggered adaptive distributed observer.
Proceedings of the 13th IEEE International Conference on Control & Automation, 2017

Output synchronization of heterogeneous linear multi-agent systems.
Proceedings of the 11th Asian Control Conference, 2017

Cooperative global robust output regulation for a class of nonlinear multi-agent systems with communication delays.
Proceedings of the 2017 American Control Conference, 2017

Robust coverage control for networked mobile agents on a circle.
Proceedings of the 2017 American Control Conference, 2017

2016
Coverage Control for Mobile Sensor Networks with Input Saturation.
Unmanned Syst., 2016

Editorial: Special Issue on Recent Advances in Multi-Agent Systems.
Unmanned Syst., 2016

Distributed Formation Control of Nonholonomic Vehicles Subject to Velocity Constraints.
IEEE Trans. Ind. Electron., 2016

Consensus of Linear Multi-Agent Systems by Distributed Event-Triggered Strategy.
IEEE Trans. Cybern., 2016

Distributed circular formation control of ring-networked nonholonomic vehicles.
Autom., 2016

Coverage control for heterogeneous mobile sensor networks on a circle.
Autom., 2016

Distributed containment tracking of multiple stochastic nonlinear systems.
Autom., 2016

Consensus of homogeneous linear multi-agent systems with time-varying communication delays.
Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

Robust event-triggered cooperative output regulation of heterogeneous linear uncertain multi-agent systems.
Proceedings of the 12th IEEE International Conference on Control and Automation, 2016

Consensus of linear multi-agent systems with communication delays under dynamic networks.
Proceedings of the 14th International Conference on Control, 2016

Coordinated control of multiple unicycles for escorting and patrolling task based on a cyclic pursuit strategy.
Proceedings of the 2016 American Control Conference, 2016

Leader-following consensus of multiple unmanned aerial vehicles with input constraints and local coordinate frames.
Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2016

2015
Universal Fuzzy Models and Universal Fuzzy Controllers for Discrete-Time Nonlinear Systems.
IEEE Trans. Cybern., 2015

Adaptive Cooperative Output Regulation for a Class of Nonlinear Multi-Agent Systems.
IEEE Trans. Autom. Control., 2015

Self-Triggered Consensus for Multi-Agent Systems With Zeno-Free Triggers.
IEEE Trans. Autom. Control., 2015

Distributed Average Tracking of Networked Euler-Lagrange Systems.
IEEE Trans. Autom. Control., 2015

Multilayer RTD-memristor-based cellular neural networks for color image processing.
Neurocomputing, 2015

Composite Characteristics of Memristor Series and Parallel Circuits.
Int. J. Bifurc. Chaos, 2015

Leader-follower consensus of time-varying nonlinear multi-agent systems.
Autom., 2015

Distributed output tracking of multi-agent systems with stochastic nonlinear dynamics and multiple leaders.
Proceedings of the 7th International Conference on Cybernetics and Intelligent Systems, 2015

Cooperative output regulation of a class of nonlinear uncertain multi-agent systems with unknown exosystem.
Proceedings of the IEEE International Conference on Information and Automation, 2015

Global cooperative output regulation for nonlinear multi-agent systems with unknown control directions.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Coverage control for homogeneous mobile sensors with input constrains on a unit circle.
Proceedings of the 10th Asian Control Conference, 2015

2014
Analysis of urbanization in China by remotely-sensed data.
PhD thesis, 2014

An ISMC Approach to Robust Stabilization of Uncertain Stochastic Time-Delay Systems.
IEEE Trans. Ind. Electron., 2014

Universal Fuzzy Integral Sliding-Mode Controllers Based on T-S Fuzzy Models.
IEEE Trans. Fuzzy Syst., 2014

Robust H<sub>∞</sub> Control for Stochastic T-S Fuzzy Systems via Integral Sliding-Mode Approach.
IEEE Trans. Fuzzy Syst., 2014

Universal Fuzzy Integral Sliding-Mode Controllers for Stochastic Nonlinear Systems.
IEEE Trans. Cybern., 2014

Optimal control for multi-agent persistent monitoring.
Autom., 2014

Global robust output regulation for a class of nonlinear output feedback systems.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

An extended proportional-integral control algorithm for distributed average tracking and its applications in Euler-Lagrange systems.
Proceedings of the American Control Conference, 2014

2013
Output feedback control of large-scale nonlinear time-delay systems in lower triangular form.
Autom., 2013

Asymptotical stabilization of fractional-order linear systems in triangular form.
Autom., 2013

Persistent awareness coverage control for mobile sensor networks.
Autom., 2013

Virtual neighbor based connectivity preserving of multi-agent systems with bounded control inputs in the presence of unreliable communication links.
Autom., 2013

Robust H Infinity Stabilization of Uncertain T-S Fuzzy Systems Via Dynamic Integral Sliding Mode Control.
Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013

Fuzzy decentralized control for a class of networked control systems with time delays and missing measurements.
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013

2011
Global Disturbance Rejection of Lower Triangular Systems With an Unknown Linear Exosystem.
IEEE Trans. Autom. Control., 2011

Robust cooperative output regulation problem for nonlinear multi-agent systems.
Proceedings of the 9th IEEE International Conference on Control and Automation, 2011

Hierarchical network synthesis for output consensus by eigenvector-based interlayer connections.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2009
Parameter convergence and minimal internal model with an adaptive output regulation problem.
Autom., 2009

2008
An Asymptotic Tracking Problem and Its Application.
IEEE Trans. Circuits Syst. I Regul. Pap., 2008

Asymptotic Disturbance Rejection of the Duffing's System by Adaptive Output Feedback Control.
IEEE Trans. Circuits Syst. II Express Briefs, 2008

Global robust output regulation of lower triangular systems with unknown control direction.
Autom., 2008

Parameter convergence with an adaptive output regulation problem.
Proceedings of the American Control Conference, 2008

2007
Global Stabilization of Lower Triangular Systems with Dynamic Uncertainties without Knowing the Control Direction.
Proceedings of the American Control Conference, 2007

2006
Adaptive Robust Stabilization of Output Feedback Systems With Application to Chua's Circuit.
IEEE Trans. Circuits Syst. II Express Briefs, 2006

Global Robust Stabilization of Cascade-Connected Systems With Dynamic Uncertainties Without Knowing the Control Direction.
IEEE Trans. Autom. Control., 2006

Global robust output regulation of output feedback systems with unknown high-frequency gain sign.
IEEE Trans. Autom. Control., 2006

Global robust output regulation of output feedback systems with unknown control direction.
Proceedings of the American Control Conference, 2006


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