Electromagnetic Simulation of Complex Dynamic Environments to Assist Cognitive Active Perception

Summary

  Active perception involves moving a sensor to maximise information gain about the local environment. Cognitive radar goes even further, to change the sensor parameters themselves to better probe the environment. In this project you will develop a simulation model to exploit these techniques and further robotic perception for applications such as humanitarian assistance and disaster relief.

Supervisor(s)

Dr David Johnson

Research Location

Aerospace, Mechanical and Mechatronic Engineering

Program Type

PHD

Synopsis

An accurate sensor model is required to better understand the interaction of high resolution millimetre-wave radar within complex dynamic environments, particularly in instances where both the radar-platform and target (for example a pedestrian, animal, vehicle or vegetation is in motion). Using the wealth of sensors available to the ACFR and access to High Performance Computing facilities within the University, the intention for this project is to develop a GPU based physical-optics model capable of operation in real-time ‘in the cloud’. Using this model, a Bayesian framework may be constructed to identify potential manoeuvres to seek out areas of increased novelty/information while minimising noise.   This project would suit a graduate with a strong background or interest in physics, mechatronics and/or computer-science.

Additional Information

  • Use of research technique / methodology / technology
  • Potential topics of interest for the research opportunity
  • Current PHD and/or Masters topics
  • Eligibility criteria / candidate profile
  • Scholarship(s)  /  funding available

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Keywords

cognitive radar, active perception, humanitarian assistance and disaster relief

Opportunity ID

The opportunity ID for this research opportunity is: 2103

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