Papers
22
Total Citations
1,130
H-Index
14
About
Wesley Huang is a robotics researcher whose work spans autonomous navigation, robotic coverage, multi-robot systems, and human-robot interaction. He is perhaps best known for his highly influential 2002 paper on optimal line-sweep-based decompositions for coverage algorithms, which has accumulated over 312 citations and remains a foundational reference for researchers designing efficient path-planning strategies for robotic coverage tasks. His early contributions also include pioneering work on planar manipulation and parts feeding using single-joint robots, bridging industrial automation with fundamental robotics theory. Huang's research in autonomous navigation is equally notable, with significant contributions to visual obstacle avoidance using potential functions (172 citations), SLAM with sparse sensing tailored for cost-constrained consumer robots, and a Bayesian imitation learning approach for outdoor terrain navigation. His work on topological map merging and loop closing addressed critical challenges in collaborative multi-robot exploration without shared reference frames. Perhaps most distinctively, Huang has ventured into the social dimensions of robotics, investigating how humans interpret robot gaze and proxemic behavior — work that has garnered 162 citations and speaks to the growing importance of socially aware robot design. Together, his contributions reflect a career dedicated to making robots more capable, collaborative, and socially intelligent.
Research Focus
Key Achievements
Top Papers
- 1Optimal line-sweep-based decompositions for coverage algorithms312 citations · 2002
- 2Visual navigation and obstacle avoidance using a steering potential function172 citations · 2006
- 3
- 4Parts Feeding on a Conveyor with a One Joint Robot94 citations · 2000
- 5Topological Map Merging78 citations · 2005
- 6Planar Manipulation on a Conveyor with a One Joint Robot45 citations · 1996
- 7SLAM with sparse sensing35 citations · 2006
- 8A Bayesian approach to imitation learning for robot navigation31 citations · 2007
- 9RAVE: a real and virtual environment for multiple mobile robot systems28 citations · 2003
- 10Loop Closing in Topological Maps24 citations · 2006