Aeronautical and Automotive Engineering

Staff

Dr Dewei Yi

Photo of Dr Dewei Yi

Research Associate in Persistent Remote Sensing

  • PhD in Aeronautical and Automotive Engineering, Loughborough University, 2015 – 2018.
  • Research Associate, Loughborough University, Leicester, UK, 2016.5 – 2016.8.
  • MSc in International Computing and Network Security with distinction, Loughborough University, Leicester, UK, 2014 - 2015.
  • BEng in Software Engineering, Zhejiang University of Technology, Hangzhou, China, 2010 - 2014.

Research Groups

  • Control and Reliability (LUCAS)

Current Research Subject

  • Personalised Driving Assistance
  • Cognition-Oriented Driving Assistance
  • Persistent Remote Sensing

Research interests

  • Intelligent Vehicles
  • Hybrid-intelligent Systems
  • Delay-aware Vehicular Network
  • Low cost Wireless Sensor Network
  • Precise Remote Sensing
  • 2017: School of AACME Research Student Development Fund (up to 500 GBP), Loughborough University
  • 2015-2018: Loughborough University Graduate School Scholarship
  • 2015: CommAgility MSc Project Prize
  • IEEE member, member of mini-CDT in automation and intelligent mobility.

Journal Papers:

  • Dewei Yi, Jinya Su, Cunjia Liu, and Wen-Hua Chen (2018). Trajectory Clustering Aided Personalized Driver Intention Prediction at T-intersections, IEEE Transaction on Industrial Informatics, DOI: 10.1109/TII.2018.2890141 (Featured work).
  • Dewei Yi, Jinya Su, Cunjia Liu, and Wen-Hua Chen (2018). New Driver Workload Prediction Using Clustering-Aided Approaches. IEEE Transactions on Systems, Man and Cybernetics: Systems, DOI: 10.1109/TSMC.2018.2871416 (Featured work).
  • Dewei Yi, Jinya Su, Cunjia Liu, and Wen-Hua Chen (2017). Personalized driver workload inference by learning from vehicle related measurements, IEEE Transactions on Systems, Man and Cybernetics: Systems, DOI: 10.1109/TSMC.2017.2764263 (Featured work)
  • Dewei Yi, Huanjia Yang* (2016). HEER–A delay-aware and energy-efficient routing protocol for wireless sensor networks, Computer Networks, DOI: 10.1016/j.comnet.2016.04.022 (Featured work)
  • Jinya Su, Dewei Yi, Cunjia Liu, Lei Guo, Wen-Hua Chen (2017). Dimension reduction aided hyperspectral image classification with small-sized training dataset: experimental comparisons, Sensors, DOI:10.3390/s17122726

Conference Papers:

  • Dewei Yi, Jinya Su*, Cunjia Liu, Wen-Hua Chen (2016). Data-driven situation awareness algorithm for vehicle lane change. The 19th IEEE Conference on Intelligent Transportation Systems, Rio de Janeiro, Brazil