Samuel Sonne

Carnegie Mellon University

Papers

2

Total Citations

102

H-Index

2

About

Samuel Sonne is a pioneering researcher in multi-robot systems and autonomous coverage algorithms, with a primary focus on sensor-based exploration and cooperative robotics. His most influential contribution, the 2003 paper "Towards sensor based coverage with robot teams" (91 citations), introduced a groundbreaking algorithm that enables homogeneous teams of circular mobile robots to systematically cover unknown two-dimensional spaces. Building on the boustrophedon approach—a single-robot method that divides target areas into manageable cells—Sonne extended this concept to multi-robot coordination, allowing teams to efficiently partition and cover complex environments through simple back-and-forth motions. This work addressed critical challenges in robotic coverage, such as obstacle avoidance and dynamic space division, and has become a foundational reference in the field. A related 2002 paper (11 citations) further refined these ideas, emphasizing sensor-based adaptability. Sonne’s research has significantly impacted applications in search-and-rescue, environmental monitoring, and automated floor cleaning, where robust, scalable coverage is essential. By bridging theoretical algorithms with practical multi-robot deployment, he has advanced the state of the art in autonomous navigation and collaborative robotics, inspiring subsequent work on distributed coordination and real-world implementation.

Research Focus

Key Achievements

2
H-Index
2
Papers
102
Total Citations
51
Avg Citations/Paper
🏆 Most Cited Paper
Towards sensor based coverage with robot teams
91 citations · 2003
📈 Most Prolific Year: 2003 (1 Papers)
🤝 Key Collaborators: 5
🏛 Institutions: Carnegie Mellon University

Top Papers

  1. 1
  2. 2

Key Collaborators

Contact & Links

Available for collaboration
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