HDR Scholarship - Artificial Intelligence-based Motion Cueing Algorithm for Driving Simulators

Applications now open. Two PhD scholarships are available to initiate and conduct research on the topic 'Artificial Intelligence-based Motion Cueing Algorithm for Driving Simulators'.

Project Supervisor

Location

Geelong Waurn Ponds Campus

Research topic

There are two scholarships available for this ARC Discovery Early Career Researcher Award (DECRA) project. One of the scholarships will be funded by ARC and the other by Deakin University. These exciting new PhD positions will generate research relevant to the development of high-fidelity driving simulators using novel Motion Cueing Algorithms, with a focus on Machine Learning, Control systems, Robotics and Human Factors. This project will be led by Dr. Houshyar Asadi at Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University.

The social and emotional impact of road crashes in Australia and their economic cost can be significantly reduced by using robotic-based motion simulators for driver training, driving behaviour and performance evaluation and safety purposes. These drawbacks can be greatly reduced through use of motion simulators for virtual prototyping in Australia. Low fidelity and motion sickness are key drawbacks of existing simulators which demotivate participants and therefore negatively affect outcomes of training, user behaviour analysis and virtual prototyping. This project aims at addressing these by developing new motion cueing algorithms (MCAs) which are in charge of regenerating highly realistic driving and flying motion sensation while respecting the limitations of the simulator platforms.

The outcomes will provide the user with realistic virtual driving experience, thereby paving the way for far greater and more widespread applications. Dr. Houshyar Asadi is the recipient of an Australian Research Council Discovery Early Career Award (project number DE210101623) funded by the Australian Government.

Project aim

This project aims to address the key deficiencies of driving and flight simulators by developing novel human perception-based motion cueing algorithms (MCAs) and leveraging advanced artificial intelligence and optimal control techniques. Despite widespread applications, existing motion simulators fail to deliver the most accurate human sensation to the user. This failure is mainly attributable to the inefficiency and inflexibility of MCAs used by simulators. It is expected that this project will significantly increase simulator motion fidelity and eliminate motion sickness. This will have substantial benefits to Australian research communities and industries, particularly where simulators are used for training, performance evaluation and virtual prototyping.

Important dates

Applications will remain open until a candidate has been appointed.

Benefits

Both scholarships are available over 3 years.

  • The ARC funded stipend has a rate of $28,612 per annum tax exempt (2021 rate)
  • The Deakin University funded stipend has a rate of $28,900 per annum tax exempt (2022 rate)
  • International students only:  Tuition fees offset for the duration of 4 years. Single Overseas Student Health Cover policy for the duration of the student visa.

Eligibility criteria

To be eligible you must:

  • be either a domestic or international candidate currently residing in Australia. Domestic includes candidates with Australian Citizenship, Australian Permanent Residency or New Zealand Citizenship.
  • meet Deakin's PhD entry requirements
  • be enrolling full time and hold an honours degree (first class) or an equivalent standard master's degree with a substantial research component.

Please refer to the research degree entry pathways page for further information.

Additional desirable criteria include:

    • Strong programming skills (Matlab, Python, or C++)
    • Strong skills and experience in either of Robotics, Machine Learning, and Control systems
    • Familiarity with Human Factors and signal processing techniques would be an advantage

How to apply

Please email Dr Houshyar Asadi a one page expression of interest outlining knowledge, skills and experience you will bring to this project and a CV including academic qualifications, publications, awards and referees.

Contact us

For more information about this scholarship, please contact Dr Houshyar Asadi

Dr Houshyar Asadi
Senior Research Fellow
Email Houshyar Asadi
+61 3 524 79394