G Schmidt
Papers
6
Total Citations
126
H-Index
5
About
G. Schmidt is a pioneer in mobile robotics, with a career focused on solving the fundamental challenge of localization—enabling robots to determine their position in real-world environments. His key research areas include probabilistic localization, sensor fusion, and robust visual tracking. Schmidt’s major contribution is the development of novel algorithms for fast mobile robot localization using angle measurements from known landmarks, as detailed in his most-cited work (65 citations). He also advanced multisensor integration through the symmetries and perturbation model (SPmodel), a probabilistic framework for fusing uncertain geometric information from multiple sensors (30 citations). His work on the ROMAN service robot project demonstrated practical applications of these techniques in indoor environments. Schmidt’s research has laid critical groundwork for modern autonomous navigation systems, with his early papers on learned maps and H∞ filtering for robust visual tracking influencing subsequent generations of mobile robots. His contributions remain essential reading for students and researchers working on real-time localization and sensor fusion in robotics.
Research Focus
Key Achievements
Top Papers
- 1
- 2Multisensor mobile robot localization30 citations · 2002
- 3
- 4
- 5Indoor Navigation of Mobile Robots by Use of Learned Maps9 citations · 1991
- 6Experimental Verification of H ∞ Filter for Robust Visual Tracking2 citations · 1996