David M. Silver

Carnegie Mellon University

Papers

1

Total Citations

47

H-Index

1

About

David M. Silver is a leading researcher in autonomous navigation, with a particular focus on enabling long-range operation of unmanned ground vehicles. His work addresses the critical challenge of integrating on-board perception and planning with prior environmental knowledge to achieve efficient, robust navigation over extended distances. Silver's most-cited paper, "Experimental Analysis of Overhead Data Processing To Support Long Range Navigation" (2006, 47 citations), provides a foundational framework for leveraging overhead data—such as satellite imagery or pre-existing maps—to enhance a vehicle's ability to traverse complex terrains. This contribution is pivotal for advancing real-world deployment of autonomous systems in logistics, defense, and exploration. Beyond this key study, Silver's research has shaped how the robotics community approaches the fusion of real-time sensor data with a priori information, directly influencing subsequent work in field robotics. His systematic experimental analyses have set benchmarks for evaluating navigation performance, making his work essential reading for students and researchers aiming to push the boundaries of autonomous long-range travel.

Research Focus

Key Achievements

1
H-Index
1
Papers
47
Total Citations
47
Avg Citations/Paper
🏆 Most Cited Paper
Experimental Analysis of Overhead Data Processing To Support Long Range Navigation
47 citations · 2006
📈 Most Prolific Year: 2006 (1 Papers)
🤝 Key Collaborators: 4
🏛 Institutions: Carnegie Mellon University

Top Papers

  1. 1

Key Collaborators

Contact & Links

Available for collaboration
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