Javad Mohammadpour

Orcid: 0000-0001-8546-221X

According to our database1, Javad Mohammadpour authored at least 117 papers between 2005 and 2024.

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

Timeline

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On csauthors.net:

Bibliography

2024
Development of a Low-Cost Distributed Computing Pipeline for High-Throughput Cotton Phenotyping.
Sensors, February, 2024

Nigel - Mechatronic Design and Robust Sim2Real Control of an Over-Actuated Autonomous Vehicle.
CoRR, 2024

2023
Fault tree analysis improvements: A bibliometric analysis and literature review.
Qual. Reliab. Eng. Int., July, 2023

Safe control of nonlinear systems in LPV framework using model-based reinforcement learning.
Int. J. Control, April, 2023

Cooperative Adaptive Cruise Control in a Mixed-Autonomy Traffic System: A Hybrid Stochastic Predictive Approach Incorporating Lane Change.
IEEE Trans. Veh. Technol., 2023

Plant Root Phenotyping Using Deep Conditional GANs and Binary Semantic Segmentation.
Sensors, 2023

A Hybrid Neural Network Approach for Adaptive Scenario-Based Model Predictive Control in the LPV Framework.
IEEE Control. Syst. Lett., 2023

High-throughput Cotton Phenotyping Big Data Pipeline Lambda Architecture Computer Vision Deep Neural Networks.
CoRR, 2023

Scenario-Based Hybrid Model Predictive Design for Cooperative Adaptive Cruise Control in Mixed-Autonomy Environments.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
Heterogeneity-Aware Graph Partitioning for Distributed Deployment of Multiagent Systems.
IEEE Trans. Cybern., 2022

A Learning- and Scenario-based MPC Design for Nonlinear Systems in LPV Framework with Safety and Stability Guarantees.
CoRR, 2022

Eco-driving Trajectory Planning of a Heterogeneous Platoon in Urban Environments.
CoRR, 2022

Finite State Markov Modeling of C-V2X Erasure Links For Performance and Stability Analysis of Platooning Applications.
Proceedings of the IEEE International Systems Conference, 2022

Impact of Information Flow Topology on Safety of Tightly-coupled Connected and Automated Vehicle Platoons Utilizing Stochastic Control.
Proceedings of the European Control Conference, 2022

A Deep Reinforcement Learning-based Sliding Mode Control Design for Partially-known Nonlinear Systems.
Proceedings of the European Control Conference, 2022

Optimal Lighting Control in Greenhouses Using Bayesian Neural Networks for Sunlight Prediction.
Proceedings of the European Control Conference, 2022

Physics-guided and Energy-based Learning of Interconnected Systems: from Lagrangian to Port-Hamiltonian Systems.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Learning-based Adaptive-Scenario-Tree Model Predictive Control with Probabilistic Safety Guarantees Using Bayesian Neural Networks.
Proceedings of the American Control Conference, 2022

2021
A Graph Theoretic-Based Approach for Deploying Heterogeneous Multi-agent Systems with Application in Precision Agriculture.
J. Intell. Robotic Syst., 2021

A reinforcement learning-based approach for modeling and coverage of an unknown field using a team of autonomous ground vehicles.
Int. J. Intell. Syst., 2021

Epistemic Uncertainty Quantification in State-Space LPV Model Identification Using Bayesian Neural Networks.
IEEE Control. Syst. Lett., 2021

Data-Driven Linear Parameter-Varying Model Identification Using Transfer Learning.
IEEE Control. Syst. Lett., 2021

LPV Modeling of Nonlinear Systems: A Multi-Path Feedback Linearization Approach.
CoRR, 2021

Optimal lighting control in greenhouse by incorporating sunlight prediction.
Comput. Electron. Agric., 2021

Gaussian Process based Stochastic Model Predictive Control for Cooperative Adaptive Cruise Control.
Proceedings of the 13th IEEE Vehicular Networking Conference, 2021

Model-free Control Design Using Policy Gradient Reinforcement Learning in LPV Framework.
Proceedings of the 2021 European Control Conference, 2021

Optimal Lighting Control in Greenhouses Equipped with High-intensity Discharge Lamps Using Reinforcement Learning.
Proceedings of the 2021 American Control Conference, 2021

2020
Real-Time Plant Leaf Counting Using Deep Object Detection Networks.
Sensors, 2020

A Distributed Approach for Estimation of Information Matrix in Smart Grids and its Application for Anomaly Detection.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

A Fog-based Approach to Secure Smart Grids Against Data Integrity Attacks.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020

Data-driven Modeling and Predictive Control of Maximum Pressure Rise Rate in RCCI Engines.
Proceedings of the 2020 IEEE Conference on Control Technology and Applications, 2020

2019
A New Voronoi-Based Blanket Coverage Control Method for Moving Sensor Networks.
IEEE Trans. Control. Syst. Technol., 2019

A team-based deployment approach for heterogeneous mobile sensor networks.
Autom., 2019

Optimum Energy Management of Islanded Nanogrids through Nonlinear Stochastic Dynamic Programming.
Proceedings of the 2019 IEEE Industry Applications Society Annual Meeting, Baltimore, MD, USA, September 29, 2019

Finite Frequency Fault Diagnosis for Heterogeneous Multi-agent LPV Systems.
Proceedings of the 2019 IEEE Conference on Control Technology and Applications, 2019

Data-driven Modeling and Predictive Control of Combustion Phasing for RCCI Engines.
Proceedings of the 2019 American Control Conference, 2019

2018
A Fast, Decentralized Covariance Selection-Based Approach to Detect Cyber Attacks in Smart Grids.
IEEE Trans. Smart Grid, 2018

Robust cooperative adaptive cruise control design and implementation for connected vehicles.
Int. J. Autom. Control., 2018

State-space LPV model identification using kernelized machine learning.
Autom., 2018

An LMI-based approach to distributed model predictive control design for spatially-interconnected systems.
Autom., 2018

Adaptive Sliding Mode Fault Diagnosis for LPV Systems with Uncertain Scheduling Variables.
Proceedings of the 15th International Workshop on Variable Structure Systems, 2018

Distributed Cooperative Energy Management in Smart Microgrids with Solar Energy Prediction.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Fixed-Structure Controller Design for Time-Delayed LPV Systems in Input-Output Form.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Model Reduction in Linear Parameter-Varying Models using Autoencoder Neural Networks.
Proceedings of the 2018 Annual American Control Conference, 2018

Team-based Coverage Control of Moving Sensor Networks with Uncertain Measurements.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
A Bayesian Approach for LPV Model Identification and Its Application to Complex Processes.
IEEE Trans. Control. Syst. Technol., 2017

Power line robotic device for overhead line inspection and maintenance.
Ind. Robot, 2017

A team-based approach for coverage control of moving sensor networks.
Autom., 2017

Fog computing middleware for distributed cooperative data analytics.
Proceedings of the IEEE Fog World Congress, 2017

Stochastic model predictive control for LPV systems.
Proceedings of the 2017 American Control Conference, 2017

Coverage control of moving sensor networks with multiple regions of interest.
Proceedings of the 2017 American Control Conference, 2017

2016
A Kernel-Based PCA Approach to Model Reduction of Linear Parameter-Varying Systems.
IEEE Trans. Control. Syst. Technol., 2016

A Robust MPC for Input-Output LPV Models.
IEEE Trans. Autom. Control., 2016

Event-triggered fault detection for discrete-time LPV systems.
Proceedings of the Second International Conference on Event-based Control, 2016

Linear parameter-varying approach for modeling rapid thermal processes.
Proceedings of the 2016 American Control Conference, 2016

A modified droop control for reactive power sharing in large microgrids with meshed topology.
Proceedings of the 2016 American Control Conference, 2016

Non-parametric identification of linear parameter-varying spatially-interconnected systems using an LS-SVM approach.
Proceedings of the 2016 American Control Conference, 2016

Distributed model predictive control of constrained spatially-invariant interconnected systems in input-output form.
Proceedings of the 2016 American Control Conference, 2016

Event-triggered control for discrete-time linear parameter-varying systems.
Proceedings of the 2016 American Control Conference, 2016

Team-based coverage control of moving sensor networks.
Proceedings of the 2016 American Control Conference, 2016

2015
Sampled-data H<sub>∞</sub> filtering for linear parameter varying systems.
Int. J. Syst. Sci., 2015

An IV-SVM-based approach for identification of state-space LPV models under generic noise conditions.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

A Bayesian approach for model identification of LPV systems with uncertain scheduling variables.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Reduced order model-based sliding mode control of dynamic systems governed by Burgers' equation.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

An MPC approach for LPV systems in input-output form.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Lumped-parameter model development and robust control of systems governed by 2-D parabolic convection-diffusion equation.
Proceedings of the American Control Conference, 2015

A new method of parameter-varying filter design for LPV systems with time-varying state delay.
Proceedings of the American Control Conference, 2015

A μ-synthesis-based approach to automate opioid injection in post-surgery patients.
Proceedings of the American Control Conference, 2015

Nonlinear model order reduction of Burgers' Equation using proper orthogonal decomposition.
Proceedings of the American Control Conference, 2015

Reduced LPV model development and control of a solution copolymerization reactor.
Proceedings of the 2015 IEEE Conference on Control Applications, 2015

2014
Second-Order Sliding Mode Strategy for Air-Fuel Ratio Control of Lean-Burn SI Engines.
IEEE Trans. Control. Syst. Technol., 2014

Output-feedback sampled-data control design for linear parameter-varying systems with delay.
Int. J. Control, 2014

A dynamic feedback control strategy for control loops with time-varying delay.
Int. J. Control, 2014

Multi-point wind power injection for mitigation of inter-area oscillation in smart grids.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

Nested control of plug-in electric vehicles for renewable power tracking.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

Parameter Set-mapping using kernel-based PCA for linear parameter-varying systems.
Proceedings of the 13th European Control Conference, 2014

A support vector machine-based method for LPV-ARX identification with noisy scheduling parameters.
Proceedings of the 13th European Control Conference, 2014

A Bayesian approach for estimation of linear-regression LPV models.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Stabilizing dynamic control design for systems with time-varying delay in control loop.
Proceedings of the American Control Conference, 2014

Aggregate modeling and control of plug-in electric vehicles for renewable power tracking.
Proceedings of the American Control Conference, 2014

2013
Gain-scheduling control of a cable-driven MRI-compatible robotic platform for intracardiac interventions.
Proceedings of the American Control Conference, 2013

Sampled-data control of linear parameter varying time-delay systems using state feedback.
Proceedings of the American Control Conference, 2013

Internal model control design for linear parameter varying systems.
Proceedings of the American Control Conference, 2013

Power system dynamic scheduling with high penetration of renewable sources.
Proceedings of the American Control Conference, 2013

2012
Identification and Control of an MR Damper With Stiction Effect and its Application in Structural Vibration Mitigation.
IEEE Trans. Control. Syst. Technol., 2012

Advances in Haptics, Tactile Sensing, and Manipulation for Robot-Assisted Minimally Invasive Surgery, Noninvasive Surgery, and Diagnosis.
J. Robotics, 2012

LPV gain-scheduled control of SCR aftertreatment systems.
Int. J. Control, 2012

Power flow management of microgrid networks using model predictive control.
Comput. Math. Appl., 2012

Stochastic model predictive control method for microgrid management.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2012

Sampled-data control of LPV systems using input delay approach.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Delay-dependent H∞ control for LPV systems with fast-varying time delays.
Proceedings of the American Control Conference, 2012

Sampled-data filter design for linear parameter varying systems.
Proceedings of the American Control Conference, 2012

Anti-windup LPV control of pitch actuators in wind turbines.
Proceedings of the American Control Conference, 2012

2011
LPV decoupling for control of multivariable systems.
Int. J. Control, 2011

A survey on diagnostics methods for automotive engines.
Proceedings of the American Control Conference, 2011

PCA-based linear parameter varying control of SCR aftertreatment systems.
Proceedings of the American Control Conference, 2011

2010
Robust fueling strategy for an SI engine modeled as an linear parameter varying time-delayed system.
Proceedings of the American Control Conference, 2010

An integrated approach for parameter identification and semi-active control of MR dampers.
Proceedings of the American Control Conference, 2010

LPV decoupling and input shaping for control of diesel engines.
Proceedings of the American Control Conference, 2010

Biodiesel blend estimation based on fuel consumption and engine power.
Proceedings of the American Control Conference, 2010

An adaptive control strategy for urea-SCR aftertreatment system.
Proceedings of the American Control Conference, 2010

2009
Dissipative analysis and control of state-space symmetric systems.
Autom., 2009

Integrated design of system parameters, control and sensor/actuator placement for symmetric mechanical systems.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

LPV decoupling for multivariable control system design.
Proceedings of the American Control Conference, 2009

Upper bound mixed H2/H∞ control and integrated design for collocated structural systems.
Proceedings of the American Control Conference, 2009

2008
Rate-Dependent Mixed <i>H</i><sup>2</sup>/<i>H</i><sup>infty</sup> Filter Design for Parameter-Dependent State Delayed LPV Systems.
IEEE Trans. Circuits Syst. I Regul. Pap., 2008

Delay-dependent H<sup>infinity</sup> filtering for time-delayed LPV systems.
Syst. Control. Lett., 2008

A new approach to integrated damping parameter and control design in structural systems.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Real-time diagnostics in the EGR system of diesel engines.
Proceedings of the American Control Conference, 2008

2007
Less conservative results of delay-dependent H<sup>∞</sup> filtering for a class of time-delayed LPV systems.
Int. J. Control, 2007

Stability and performance analysis of time delayed linear parameter varying systems with brief instability.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

An Efficient Approach for Damping Parameter Design in Collocated Structural Systems Using An H2 Upper Bound.
Proceedings of the American Control Conference, 2007

An H2 Upper Bound Approach for Control of Collocated Structural Systems.
Proceedings of the American Control Conference, 2007

2006
Rate-Dependent Mixed H2/H∞ Filtering for Time Varying State Delayed LPV Systems.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Delay-Dependent H∞ Filtering for a Class of Time-Delayed LPV Systems.
Proceedings of the American Control Conference, 2006

2005
Design of the delay-dependent ℒ<sub>2</sub>-gain filters for a general class of LPV time-delayed systems.
Proceedings of the IEEE International Conference on Systems, 2005

Delay-Dependent H<sub>∞</sub> Filtering for State-delayed LPV Systems.
Proceedings of the Intelligent Control, 2005


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