63 citations · 154 across the 8 of their papers we have counts for
3 papers · 1 filter
Learning Inertial Odometry for Dynamic Legged Robot State Estimation
Russell Buchanan, Marco Camurri, Frank Dellaert +1
This paper introduces a novel proprioceptive state estimator for legged robots based on a learned displacement measurement from IMU data. Recent research in pedestrian tracking has…
Navigating by Touch: Haptic Monte Carlo Localization via Geometric Sensing and Terrain Classification
Russell Buchanan, Jakub Bednarek, Marco Camurri +3
Legged robot navigation in extreme environments can hinder the use of cameras and laser scanners due to darkness, air obfuscation or sensor damage. In these conditions, propriocept…
iMHS: An Incremental Multi-Hypothesis Smoother
Fan Jiang, Varun Agrawal, Russell Buchanan +2
State estimation of multi-modal hybrid systems is an important problem with many applications in the field robotics. However, incorporating discrete modes in the estimation process…