J.F. Montgomery
University of Southern California, Jet Propulsion Laboratory
Papers
5
Total Citations
164
H-Index
5
About
J.F. Montgomery is a pioneering researcher in autonomous aerial robotics, whose work has fundamentally shaped the field of behavior-based control for unmanned aerial vehicles. His key research areas include autonomous helicopter control, behavior-based robotics, and planetary exploration aerobots. Montgomery's most significant contribution is the development of a "teaching by showing" methodology for training fuzzy-neural controllers, enabling autonomous helicopters to learn complex maneuvers from human demonstration—a concept that has garnered 59 citations and remains influential in robot learning. He also advanced planar spline trajectory following for aerial robots, achieving stable flight and precise navigation with 30 citations. Montgomery's practical impact is demonstrated through his leadership in the USC Autonomous Flying Vehicle project, which won first place in the 1994 International Aerial Robotics Competition—a landmark achievement in autonomous manipulation and object transport under hazardous conditions. His visionary work on aerobots for Titan exploration (21 citations) showcases his forward-thinking approach to extending autonomous flight to planetary science. With over 160 total citations, Montgomery's research bridges theory and application, inspiring generations of roboticists to push the boundaries of autonomous flight.
Research Focus
Key Achievements
Top Papers
- 1Learning helicopter control through "teaching by showing"59 citations · 2002
- 2Planar spline trajectory following for an autonomous helicopter30 citations · 2002
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- 5Towards a substantially autonomous aerobot for exploration of Titan21 citations · 2004