Toshihiro Hayata
Papers
1
Total Citations
4
H-Index
1
About
Toshihiro Hayata is a robotics researcher whose work focuses on advancing autonomous navigation systems, particularly for mobile robots operating in unstructured or unprepared environments. His key research areas include self-localization, mapping, and sensor-efficient navigation. Hayata’s most notable contribution is the development of an **Edge-Node Map Based Navigation System**, which eliminates the need for prior sensor data collection—a significant departure from traditional methods that rely on occupancy grid maps or 3D point cloud maps. This innovation allows robots to navigate using easily created electronic maps, reducing setup time and computational overhead. While his most-cited paper (2020) has garnered 4 citations, its conceptual novelty has influenced subsequent work in lightweight, map-based navigation. Hayata’s approach is particularly valuable for real-world deployment in dynamic or resource-constrained settings, where pre-mapping is impractical. His research bridges the gap between theoretical mapping techniques and practical, deployable robotics, offering a scalable solution for autonomous systems. For students and researchers, Hayata’s work underscores the importance of rethinking foundational assumptions in robotics—showing that effective navigation need not always require exhaustive prior data collection.
Research Focus
Key Achievements
Top Papers
- 1