Personal profile
Biography
Robert Mahony is a Professor in the School of Engineering at the Australian National University, a fellow of the Australian Academy of Science, a fellow of the Australian Academy of Technological Science and Engineering, and a fellow of the IEEE. He leads the Systems Theory and Robotics Group that undertakes research in non-linear systems and control with applications in robotics and computer vision. He played a pioneering role in developing non-linear filters for attitude estimation, an enabling technology in the early development of aerial robotic vehicles that underpins the modern multi-billion-dollar drone industry. He did seminal work on the control of quadrotor vehicles and was one of the champions in their early development and worldwide adoption. In other work he developed geometric optimization algorithms for eigenspace computation, developed algorithms for visual state estimation, and did fundamental work in designing asynchronous algorithms for processing event camera data.
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Collaborations and top research areas from the last five years
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Equivariant IMU Preintegration With Biases: A Galilean Group Approach
Delama, G., Fornasier, A., Mahony, R. & Weiss, S., 2025, In: IEEE Robotics and Automation Letters. 10, 1, p. 724-731 8 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus) -
An Equivariant Approach to Robust State Estimation for the ArduPilot Autopilot System
Fornasier, A., Ge, Y., Van Goor, P., Scheiber, M., Tridgell, A., Mahony, R. & Weiss, S., 2024, 2024 IEEE International Conference on Robotics and Automation, ICRA 2024. Institute of Electrical and Electronics Engineers Inc., p. 11956-11962 7 p. (Proceedings - IEEE International Conference on Robotics and Automation).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › peer-review
5 Citations (Scopus) -
Asynchronous Blob Tracker for Event Cameras
Wang, Z., Molloy, T., Goor, P. V. & Mahony, R., 2024, (Accepted/In press) In: IEEE Transactions on Robotics.Research output: Contribution to journal › Article › peer-review
13 Citations (Scopus) -
Exploiting Equivariance in the Design of Tracking Controllers for Euler-Poincare Systems on Matrix Lie Groups
Hampsey, M., van Goor, P., Banavar, R. & Mahony, R., 1 Jun 2024, In: IFAC-PapersOnLine. 58, 6, p. 333-338 6 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Geometric Data Fusion for Collaborative Attitude Estimation
Ge, Y., Zamani, B., van Goor, P., Trumpf, J. & Mahony, R., 1 Aug 2024, In: IFAC-PapersOnLine. 58, 17, p. 392-397 6 p.Research output: Contribution to journal › Conference article › peer-review
Open Access1 Citation (Scopus)
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Seeing through Space and Time: Spatio-Temporal Event Processing for Robots
Mahony, R. (PI), Molloy, T. (CoI) & Nair, G. (CoI)
28/03/25 → 28/03/28
Project: Research
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Variable topology distributed collaborative localisation and control: sub-contract
Mahony, R. (PI) & Trumpf, J. (CoI)
1/08/22 → 1/08/26
Project: Research
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Drones and Bushfire Capability
Yebra, M. (PI), Mahony, R. (CoI), Tridgell, A. (CoI) & Wilson, N. (CoI)
20/03/24 → 20/09/24
Project: Research
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Facility for Energy Security and Resilience Research
Ratnam, E. (PI), Blackhall, L. (CoI), Kurniawati, H. (CoI), Mahony, R. (CoI), Petersen, I. (CoI), Shames, I. (CoI) & Yang, N. (CoI)
1/07/22 → 31/12/22
Project: Research
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Space Jeopardy and Response (S-JAR)
Mahony, R. (PI), Chin, T.-J. (CoI), Moran, W. (CoI), Ng, Y. (CoI), Ng, Y. (CoI) & Yi, X. (CoI)
9/02/22 → 9/08/22
Project: Research