Jerel Nielsen

Improving the Robustness of Visual-Inertial Extended Kalman Filtering

Visual-inertial navigation methods have been shown to be an effective, low-cost way to operate autonomously without GPS or other global measurements, however most filtering approaches to VI suffer from observability and consistency problems. To increase robustness of the state-of-the-art methods, we…