Mateusz Tomasz Malinowski

Reactive Visual Odometry Scheduling Based on Noise Analysis using an Adaptive Extended Kalman Filter

A new strategy is proposed for scheduling Visual Odometry (VO) measurements for wheeled ground vehicles. Rather than having a fixed interval or distance between image acquisitions, we propose to trigger VO based on covariances from an Adaptive Extended Kalman Filter. The adopted model uses process n…