David Wooden

Boston Dynamics (United States), Georgia Institute of Technology

Papers

Total Citations

303

H-Index

About

David Wooden is a pioneering roboticist whose work has fundamentally advanced autonomous navigation for legged robots operating in unstructured, outdoor environments. His most impactful contribution is the development of the perception and navigation system for BigDog, a highly dynamic four-legged robot. In his landmark 2010 paper, "Autonomous navigation for BigDog" (274 citations), Wooden equipped the platform with a laser scanner and stereo vision, enabling it to autonomously traverse rugged terrain to reach goal positions—a feat that bridged the gap between reactive locomotion and deliberative planning. This work remains a cornerstone for field robotics and quadrupedal autonomy. Wooden also made foundational contributions to path planning theory, including a novel method for finding globally optimal paths through weighted colored graphs (2006), which introduced a total ordering over equivalence classes of path colorings. His earlier thesis work (2006) on graph-based path planning for mobile robots proposed a modified hybrid architecture that improved the interplay between high-level planning and reactive behaviors. With over 300 combined citations, Wooden’s research continues to influence modern autonomous systems, from search-and-rescue robots to planetary rovers.