activity
20222024
most citedReprojection methods for Koopman-based modelling and prediction

1 citations · 2 across the 8 of their papers we have counts for

collaborators

8 papers

eess.SY2024

Global Minimum Energy State Estimation for Embedded Nonlinear Systems with Symmetry

Pieter van Goor, Robert Mahony

Choosing a nonlinear state estimator for an application often involves a trade-off between local optimality (such as provided by an extended Kalman filter) and (almost-/semi-) glob…

eess.SY2024

Exploiting Equivariance in the Design of Tracking Controllers for Euler-Poincare Systems on Matrix Lie Groups

Matthew Hampsey, Pieter van Goor, Ravi Banavar +1

The trajectory tracking problem is a fundamental control task in the study of mechanical systems. A key construction in tracking control is the error or difference between an actua…

cs.RO2023

MSCEqF: A Multi State Constraint Equivariant Filter for Vision-aided Inertial Navigation

Alessandro Fornasier, Pieter van Goor, Eren Allak +2

This letter re-visits the problem of visual-inertial navigation system (VINS) and presents a novel filter design we dub the multi state constraint equivariant filter (MSCEqF, in an…

eess.SY2023

Exploiting spatial group error and synchrony for a unicycle tracking controller

Matthew Hampsey, Pieter van Goor, Robert Mahony

Trajectory tracking for the kinematic unicycle has been heavily studied for several decades. The unicycle admits a natural $\SE(2)$ symmetry, a key structure exploited in many of t…

eess.SY2023

A Note on the Extended Kalman Filter on a Manifold

Yixiao Ge, Pieter van Goor, Robert Mahony

The kinematics of many control systems, especially in the robotics field, naturally live on smooth manifolds. Most classical state-estimation algorithms, including the extended Kal…

eess.SY2023

Constructive Equivariant Observer Design for Inertial Navigation

Pieter van Goor, Tarek Hamel, Robert Mahony

Inertial Navigation Systems (INS) are algorithms that fuse inertial measurements of angular velocity and specific acceleration with supplementary sensors including GNSS and magneto…