Weirong Liu

Orcid: 0000-0002-6207-9100

Affiliations:
  • Central South University, School of Information Science and Engineering, Changsha, China
  • University of Alberta, Department of Electrical and Computer Engineering, Edmonton, AB, Canada (2016 - 2017)
  • Chinese Academy of Sciences, Institute of Automation, Laboratory of Complex Systems and Intelligence Science, Beijing, China (PhD 2007)


According to our database1, Weirong Liu authored at least 86 papers between 2009 and 2024.

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

Timeline

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Bibliography

2024
Proactive Bandwidth Allocation for V2X Networks With Multi-Attentional Deep Graph Learning.
IEEE Trans. Wirel. Commun., August, 2024

Resource Reservation Coordination for Vehicle Platooning in C-V2X Networks.
IEEE Trans. Wirel. Commun., June, 2024

An Optimized Prediction Horizon Energy Management Method for Hybrid Energy Storage Systems of Electric Vehicles.
IEEE Trans. Intell. Transp. Syst., May, 2024

AI-Enabled Spatial-Temporal Mobility Awareness Service Migration for Connected Vehicles.
IEEE Trans. Mob. Comput., April, 2024

Battery-Aware Workflow Scheduling for Portable Heterogeneous Computing.
IEEE Trans. Sustain. Comput., 2024

GRU-TemporalAttention Model with Time Series Decomposition Module for Battery Fault Diagnosis in Quadrupedal Robots.
Proceedings of the IEEE International Conference on Industrial Technology, 2024

2023
Performance Analysis and Optimization for Semi-Persistent Scheduling in C-V2X.
IEEE Trans. Veh. Technol., April, 2023

A Few-shot Learning Approach for Anomaly Detection in Cooperative Tracking Control System.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023

2022
Railway Track Recognition Based on Radar Cross-Section Statistical Characterization Using mmWave Radar.
Remote. Sens., 2022

An Improved Differential Evolution Energy Scheduling Method for Residential Microgrid.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

2021
An Instance Reservation Framework for Cost Effective Services in Geo-Distributed Data Centers.
IEEE Trans. Serv. Comput., 2021

Centralized Resource Allocation and Distributed Power Control for NOMA-Integrated NR V2X.
IEEE Internet Things J., 2021

A remaining useful life estimation method for solenoid valve based on mmWave radar and auxiliary particle filter technique.
IEICE Electron. Express, 2021

Data-Driven Koopman Model Predictive Control for Optimal Operation of High-Speed Trains.
IEEE Access, 2021

Performance Analysis on Access Collision in Semi-Persistent Scheduling of C-V2X Mode 4.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

An Optimal Pulse Heating Strategy for Lithium-ion Battery Considering both Capacity Fade and Heating Time.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

A Real-time Demand Response Strategy of Home Energy Management by Using Distributed Deep Reinforcement Learning.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

An Energy Dispatch Mechanism Based on Double Auction with Multiple Rounds for a Microgrid.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

An Accurate and Interpretable Lifetime Prediction Method for Batteries using Extreme Gradient Boosting Tree and TreeExplainer.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

2020
Scalable and Adaptive Data Replica Placement for Geo-Distributed Cloud Storages.
IEEE Trans. Parallel Distributed Syst., 2020

A Semi-Supervised Tri-CatBoost Method for Driving Style Recognition.
Symmetry, 2020

Foreign Object Intrusion Detection on Metro Track Using Commodity WiFi Devices with the Fast Phase Calibration Algorithm.
Sensors, 2020

A Rescue-Assistance Navigation Method by Using the Underground Location of WSN after Disasters.
Sensors, 2020

An intelligent supplier evaluation model based on data-driven support vector regression in global supply chain.
Comput. Ind. Eng., 2020

A remaining useful life prediction method with long-short term feature processing for aircraft engines.
Appl. Soft Comput., 2020

An Adaptive Deep Q-learning Service Migration Decision Framework for Connected Vehicles.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

A Novel Multi-agent Cooperative Reinforcement Learning Method for Home Energy Management under a Peak Power-limiting.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

A Traffic Flow Adaptive Energy Saving Scheme for Smart Lighting Systems.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

An Online Reinforcement Learning Offloading Method for Delay-Sensitive Vehicular Service.
Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

Optimal Energy Management of Energy Internet: A Distributed Actor-Critic Reinforcement Learning Method.
Proceedings of the 2020 American Control Conference, 2020

2019
Remaining Useful Life Estimation Using CNN-XGB With Extended Time Window.
IEEE Access, 2019

A Differential Privacy-Based Protecting Data Preprocessing Method for Big Data Mining.
Proceedings of the 18th IEEE International Conference On Trust, 2019

A Remaining Useful Life Prediction Method with Automatic Feature Extraction for Aircraft Engines.
Proceedings of the 18th IEEE International Conference On Trust, 2019

An Escape Guidance Path Developing Method on Sparse Anchors for Underground Disaster Rescue.
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019

Adaptive Precision Automatic Train Stop Control based on Pneumatic Brake Systems.
Proceedings of the IECON 2019, 2019

A Novel Adhesion Force Estimation for Railway Vehicles Using an Extended State Observer.
Proceedings of the IECON 2019, 2019

2018
Distributed Economic Dispatch in Microgrids Based on Cooperative Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018

Fair Resource Allocation for System Throughput Maximization in Mobile Edge Computing.
IEEE Access, 2018

A Generalized Extended State Observer for Supercapacitor State of Energy Estimation With Online Identified Model.
IEEE Access, 2018

A Data-driven Approach for Remaining Useful Life Prediction of Aircraft Engines.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

RLCP: A Reinforcement Learning Method for Health Stage Division Using Change Points.
Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018

Ensemble Strategy for Hard Classifying Samples in Class-Imbalanced Data Set.
Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

XGBoost Classifier for DDoS Attack Detection and Analysis in SDN-Based Cloud.
Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2017
Distributed Cooperative Reinforcement Learning-Based Traffic Signal Control That Integrates V2X Networks' Dynamic Clustering.
IEEE Trans. Veh. Technol., 2017

Joint Mobile Data Collection and Wireless Energy Transfer in Wireless Rechargeable Sensor Networks.
Sensors, 2017

Stochastic Game between Cloud Broker and Cloudlet for Mobile Cloud Computing.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Cooperative Neural Fitted Learning for Distributed Energy Management in Microgrids via Wireless Networks.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Robust and accurate state-of-charge estimation for lithium-ion batteries using generalized extended state observer.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

An Immune-Based Optimization Algorithm of Multi-Tenant Resource Allocation for Geo-Distributed Data Centers.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

Energy Optimization for Task Offloading Based on Auction Mechanism in Ad Hoc Mobile Cloud.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

2016
A joint subcarrier selection and power allocation scheme using variational inequality in OFDM-based cognitive relay networks.
Wirel. Commun. Mob. Comput., 2016

Multi-device task offloading with time-constraints for energy efficiency in mobile cloud computing.
Future Gener. Comput. Syst., 2016

A combinatorial double auction based resource allocation mechanism with multiple rounds for geo-distributed data centers.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

A Hybrid Particle Swarm Ant Colony Based Resource Reservation for Geo-Distributed Cloud Service.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

A Consensus Control with Application to Heavy Haul Trains Based on Switched Hierarchical LQR.
Proceedings of the 2016 International Conference on Collaboration Technologies and Systems, 2016

Optimal constrained ensemble control for inhomogeneous robots.
Proceedings of the 2016 American Control Conference, 2016

2015
Joint Relay and Jammer Selection and Power Control for physical Layer Security in Two-Way Relay Networks with Imperfect CSI.
Wirel. Pers. Commun., 2015

A novel communication-aware formation control strategy for dynamical multi-agent systems.
J. Frankl. Inst., 2015

A Multiobjective Evolutionary Algorithm for Energy-Efficient Cooperative Spectrum Sensing in Cognitive Radio Sensor Network.
Int. J. Distributed Sens. Networks, 2015

A Distributed Q Learning Spectrum Decision Scheme for Cognitive Radio Sensor Network.
Int. J. Distributed Sens. Networks, 2015

A suboptimal and analytical solution to mobile robot trajectory generation amidst moving obstacles.
Auton. Robots, 2015

Energy efficient video streaming over wireless networks with mobile-to-mobile cooperation.
Proceedings of the IEEE Pacific Rim Conference on Communications, 2015

Distributed Compressive Sensing Based Data Gathering in Energy Harvesting Sensor Network.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

A calculation method of crane deflection considering the boom gap.
Proceedings of the 10th Asian Control Conference, 2015

An adaptive parallel charging system for energy-storage urban rails.
Proceedings of the American Control Conference, 2015

2014
A Uniform Energy Consumption Algorithm for Wireless Sensor and Actuator Networks Based on Dynamic Polling Point Selection.
Sensors, 2014

Three-Step Epipolar-Based Visual Servoing for Nonholonomic Robot with FOV Constraint.
J. Appl. Math., 2014

Formation Control with Event-Triggered Strategy for Multi-Agent Systems.
J. Adv. Comput. Intell. Intell. Informatics, 2014

Distributed Power Allocation for Multiuser Two-Way Relay Networks Using Stackelberg Game.
J. Adv. Comput. Intell. Intell. Informatics, 2014

Lifetime enhancement in wireless sensor and actuator network using uniform energy consumption algorithm.
Int. J. Embed. Syst., 2014

Path Planning of Nonholonomic Mobile Robot for Maximum Information Collection in Dynamic Environment.
Proceedings of the Robot Intelligence Technology and Applications 3, 2014

A high efficient and reliable DC-DC converter for Electronically Controlled Pneumatic brake system applications.
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

Cooperative multi-agent traffic signal control system using fast gradient-descent function approximation for V2I networks.
Proceedings of the IEEE International Conference on Communications, 2014

Dynamic resource reservation via broker federation in cloud service: A fine-grained heuristic-based approach.
Proceedings of the IEEE Global Communications Conference, 2014

A novel bounded cooperative multi-rate current-sharing control for parallel charging system with directed communication.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013
Hybrid Relay Forwarding and Interference Mitigation Mechanisms in Cooperative Cognitive Ad-Hoc Networks.
J. Commun., 2013

A unified optimization method for real-time trajectory generation of mobile robots with kinodynamic constraints in dynamic environment.
Proceedings of the IEEE 6th International Conference on Robotics, 2013

Multi-leader Multi-follower Game Power Control with Utility Learning for Cooperative Relay Networks over Interference Channels.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

Equivalent Channel Gain Based Opportunistic Multiple Relays Selection with Network Coding in Wireless Cooperative Communication System.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

Flocking control for multi-agent systems with communication optimization.
Proceedings of the American Control Conference, 2013

2012
Cooperative control and communication optimization for networked multi-agent systems with nonholonomic constraints.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

Distributed formation control for a cooperative multi-agent system using potential function and extremum seeking algorithm.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

Decentralized control of heavy haul trains with input constraints and communication delays.
Proceedings of the IEEE International Conference on Control Applications, 2012

2011
A Novel Energy-Efficient Routing Algorithm in Multi-sink Wireless Sensor Networks.
Proceedings of the IEEE 10th International Conference on Trust, 2011

2009
Designing fair flow fuzzy controller using genetic algorithm for computer networks.
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009

A Fuzzy Mechanism to Avoid Packet Accumulation in Fair Flow Control.
Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009


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