School of Mechanical, Electrical and Manufacturing Engineering

Staff

Dr Miguel Martinez Garcia

Photo of Dr Miguel Martinez Garcia

Research Associate in Intelligent Mobility

Outline of main research interests:

  • Machine Learning
  • Human-machine systems
  • Human Factors
  • Mathematical modelling
  • Artificial Intelligence

 

Recent publications:

  • Miguel Martínez-García, Yu Zhang and Timothy Gordon. Memory Pattern Identification for Feedback Tracking in Human-machine Systems. Human Factors (SAGE), 2019
  • Miguel Martínez-García, Yu Zhang, Kenji Suzuki and Yudong Zhang. Measuring System Entropy with a Deep Recurrent Neural Network Model. Industrial Informatics (INDIN), 2019 IEEE International Conference on. IEEE, 2019
  • Miguel Martínez-García, Yu Zhang, Jiafu Wan and Jason McGinty. Visually Interpretable Profile Extraction with an Autoencoder for Health Monitoring of Industrial Systems. Advanced Robotics and Mechatronics (ARM), 2019 IEEE International Conference on, IEEE, 2019

Selected publications:

 

  • Miguel Martínez-García and Timothy Gordon. A New Model of Human Steering using Far-point Error Perception and Multiplicative Control. Systems, Man, and Cybernetics (SMC), 2018 IEEE International Conference on. IEEE, 2018
  • Miguel Martínez-García, Timothy Gordon, and Lei Shu. Extended Cross- over Model for Human-Control of Fractional Order Plants. IEEE Access, 2017
  • Miguel Martínez-García, Yu Zhang, and Timothy Gordon. Modelling lane keeping by a hybrid open-closed-loop pulse control scheme. IEEE Transactions on Industrial Informatics,  2016