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Research Background

The collaborative Intelligent Autonomous Driving Project of the University of Macau (UM) is the largest research funded by the Macao Science and Technology Development Fund (FDCT). The purpose of this project is to build a first-class autonomous driving group intelligent collaborative control platform and experiment platform in Guangdong-Hong Kong-Macao Greater Bay Area. It is jointly undertaken by the Faculty of Science and Technology (FST) of UM, State Key Laboratory of Smart City Internet of Things (SKL-IoTSC), as well as the superior institute and company in Mainland, including Shenzhen Institute of Advanced Technology, National University of Defense Technology, Baidu and Hailiang Technology, etc.

Develop advanced ICT technologies, particularly AI, big data, cloud/edge intelligence, V2I networking, to overcome the technical challenges in autonomous driving. Including:

  • Key autonomous driving technologies in open and uncertain environments;
  • 5G-enabled cooperative V2I communication and edge intelligence;
  • impact of mixed human/self-driving traffic on transportation;
  • platform for cooperative self-driving test and evaluation.

There are some challenges in autonomous driving, for example, the open and uncertain environment and the limits of vehicular autonomy. Therefore, we hope to solve the following scientific problems:

1. Robustness and Adaptivity of self-driving in open and uncertain environment;
2. V2I-enabled collaborative control in hybrid human and self-driving scenarios.

Reaearch Areas

  • Swarm Intelligent for Autonomous Driving Vehicle
    面向多車智能群體協作的組織架構
  • Self-Learning in Large-scale & Open Environment for Autonomous Driving
    大規模開放環境下的自學習行為模式
  • Intelligent in Complex Environment for Autonomous Driving
    複雜環境下的智能
  • Incentive of Autonomous Driving Vehicle
    網聯車的激勵機制
  • Vision and Sensor Fusion Method for Autonomous Driving Vehicle
    智能網聯汽車視覺及信息感知
  • Efficient vehicle-human Interaction Method
    智能網聯汽車的人機交互機制與方法
  • Database Construction of Autonomous Driving Vehicle Scenes
    智能網聯汽車的場景資料庫構建