Papers
22
Total Citations
684
H-Index
13
About
Luigi Freda is a leading researcher in autonomous robotics, with his work centered on multi-robot coordination, sensor-based exploration, and vision-guided control. His most influential contributions lie in developing randomized, decentralized strategies for robotic exploration and mapping. He pioneered the Sensor-based Random Tree (SRT) and Sensor-based Random Graph (SRG) methods, which allow teams of mobile robots to efficiently and safely explore unknown environments by building probabilistic roadmaps. These foundational works have garnered over 115 and 99 citations, respectively, and remain highly influential in the field of cooperative robotics. Freda has also made notable contributions to vision-based control, including techniques for a nonholonomic robot to intercept moving targets. Beyond theoretical advances, his work has had tangible real-world impact; he was a key participant in the TRADR project, deploying ground and aerial robots to survey earthquake-damaged churches in Amatrice, Italy, in 2016—a deployment that demonstrated the critical role of robotics in disaster response and cultural heritage preservation.
Research Focus
Key Achievements
Top Papers
- 1The Sensor-based Random Graph Method for Cooperative Robot Exploration115 citations · 2009
- 2Frontier-Based Probabilistic Strategies for Sensor-Based Exploration99 citations · 2006
- 3The SRT method: randomized strategies for exploration92 citations · 2004
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- 6A Randomized Strategy for Cooperative Robot Exploration40 citations · 2007
- 73D multi-robot patrolling with a two-level coordination strategy40 citations · 2019
- 8A Randomized Method for Integrated Exploration30 citations · 2006
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- 10Visual servoing of a wheeled mobile robot for intercepting a moving object21 citations · 2005