Michael Trentini
Defence Research and Development Canada, University of South Carolina
Papers
27
Total Citations
875
H-Index
14
About
Michael Trentini is a prominent robotics researcher whose work centers on mobile robotics, autonomous systems, and multi-robot coordination. He is perhaps best known for his influential 2015 review paper on Multiple-Robot Simultaneous Localization and Mapping (SLAM), which has accumulated over 320 citations and stands as a foundational reference for researchers tackling navigation in GPS-denied environments. His sustained focus on multi-robot SLAM has yielded significant algorithmic contributions, including novel occupancy grid map fusion techniques, Hough peak matching for map merging, and neural network-based decentralized SLAM frameworks — collectively representing a comprehensive body of work that has shaped how teams of robots collaboratively build and share environmental maps. Beyond multi-robot systems, Trentini made early and notable contributions to hybrid wheeled-leg robotics through his development of PAW, a versatile platform capable of both wheeled locomotion and dynamic gaits, including a landmark implementation of bounding motion. His research also extends into knowledge representation, contributing to IEEE's Robotics and Automation Ontologies initiative. With over 700 cumulative citations across his most recognized works, Trentini's research bridges theoretical frameworks and practical implementations, making him a valuable reference point for students exploring autonomous mobile robotics, robot teaming, and adaptive locomotion systems.
Research Focus
Key Achievements
Top Papers
- 1Multiple-Robot Simultaneous Localization and Mapping: A Review322 citations · 2015
- 2PAW: a hybrid wheeled-leg robot105 citations · 2006
- 3Neural Network-Based Multiple Robot Simultaneous Localization and Mapping66 citations · 2011
- 4Group Mapping: A Topological Approach to Map Merging for Multiple Robots57 citations · 2014
- 5Towards an Ontology for Autonomous Robots38 citations · 2012
- 6Map merging for multiple robots using Hough peak matching36 citations · 2014
- 7Multiple robot simultaneous localization and mapping36 citations · 2011
- 8Bounding Gait in a Hybrid Wheeled-Leg Robot34 citations · 2006
- 9Map merging using hough peak matching26 citations · 2012
- 10Efficient map merging using a probabilistic generalized Voronoi diagram23 citations · 2012