Research Fellow - ML for Self-Organising LEO Satellites

Macquarie University; Ryde; Sur place; AUD 113 000 - 121 000; Plein temps

Avantages offerts par ce poste

VISA sponsorship available

Résumé du poste

Macquarie University's School of Engineering is seeking a Research Fellow to advance a machine learning framework for self-organising low-Earth orbit satellite networks. You will investigate how LEO satellites can act as intelligent agents, learn to coordinate actions, and develop a simulation platform for benchmarking under realistic network conditions.

You will work with Dr Hazer Inaltekin and international collaborators, have scope to shape the research direction, publish in top journals,

Qualifications

• PhD in electrical and electronic engineering, computer science, applied mathematics, or a related discipline.
• Strong publication record in international journals and conferences.
• Strong mathematical and algorithmic capability with ML applications.
• Strong programming skills in Python and/or MATLAB.
• Excellent interpersonal, written and verbal communication skills.
• Ability to plan and manage research activities independently and meet deadlines.
• Commitment to collaborative research and teamwork.
• Knowledge of information theory and wireless communications.
• Experience with satellite communications or LEO systems.
• Experience applying ML to sequential decision-making or multi-agent coordination.
• Experience developing, validating and documenting research simulation software.
• Interest in supervising postgraduate research students.

Responsabilités

• Develop ML methods for self-organising LEO satellite networks.
• Coordinate research activities and lead contributions to the project.
• Publish results in leading journals and conferences.
• Develop an open-source simulation and benchmarking platform.
• Collaborate with international partners and supervision of students.

Connaissances

Python

MATLAB

Machine learning

Communication

Independent planning

Formation

PhD in Electrical and Electronic Engineering, CS or Applied Mathematics

Description du poste

Macquarie University's School of Engineering is seeking a Research Fellow to advance a machine learning framework for self-organising low-Earth orbit satellite networks. You will investigate how LEO satellites can act as intelligent agents, learn to coordinate actions, and develop a simulation platform for benchmarking under realistic network conditions.

You will work with Dr Hazer Inaltekin and international collaborators, have scope to shape the research direction, publish in top journals,