Darshana Rathnayake
Papers
2
Total Citations
10
H-Index
2
About
Darshana Rathnayake is an emerging researcher specializing in indoor localization, LiDAR-based sensing, and mobile IoT systems. Their work centers on developing robust, real-world solutions for precise three-dimensional localization and tracking of mobile devices — including robots — in complex, dynamic indoor environments, a notoriously challenging problem in the field of ubiquitous computing and autonomous systems. Rathnayake's most prominent contribution is the LiLoc system, introduced across two closely related publications in 2023 and 2024, which together have accumulated 10 citations in a short span. LiLoc leverages multi-perspective LiDAR sensing to overcome a critical limitation of traditional localization approaches: their fragility in dynamic environments where people, objects, and conditions constantly change. By designing a system that remains robust under such real-world variability, Rathnayake addresses a fundamental barrier to deploying autonomous mobile systems indoors at scale. While still in the early stages of their research career, Rathnayake's focused and technically innovative work signals strong potential in the growing intersection of IoT infrastructure, spatial computing, and autonomous navigation — areas of increasing importance as smart buildings and robotics become more deeply integrated into everyday environments.
Research Focus
Key Achievements
Top Papers
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- 2