C. Brenneke

About

C. Brenneke is a leading figure in mobile robotics, best known for pioneering the integration of 3D laser perception with efficient 2D navigation algorithms. His core research focuses on simultaneous localization and mapping (SLAM) and path planning for robots operating in complex, unstructured outdoor environments. Brenneke’s most influential contribution is the concept of "leveled range scans," which enables robust SLAM in uneven terrain by combining 3D sensor data with 2D localization and mapping—a breakthrough detailed in his highly cited 2004 paper (84 citations). He further advanced the field by introducing "colored 2D maps," a novel representation that enriches standard occupancy grids with visual information from 3D sensors, allowing service robots to navigate urban settings more effectively (35 citations). By bridging the gap between rich 3D perception and computationally efficient 2D algorithms, Brenneke’s work has directly shaped practical, real-world robot navigation systems, making him a key innovator in outdoor and service robotics.

Research Focus

Key Achievements

Top Papers

1. 1
   Using 3d laser range data for slam in outdoor environments

   84 citations · 2004
2. 2
   Colored 2D maps for robot navigation with 3D sensor data

   35 citations · 2005

Key Collaborators

Contact & Links