Xinyan Cui

Papers

Total Citations

101

H-Index

About

Xinyan Cui is a pioneer in intelligent robotic systems and swarm-based sensing for hazardous environments. Her research focuses on the intersection of swarm intelligence, fuzzy logic control, and mobile sensor networks, with a primary goal of enabling autonomous robots to collaboratively locate and map dangerous contaminants. Her seminal 2005 work, "A swarm-based fuzzy logic control mobile sensor network for hazardous contaminants localization," with 84 citations, introduced a novel distributed approach where simple robotic nodes use fuzzy logic to collectively pinpoint pollution sources in unknown, large-scale areas—a foundational contribution to environmental monitoring and disaster response. Earlier, in 2004, she developed a modified particle swarm algorithm for robotic mapping, further advancing autonomous exploration in risky settings. More recently, Cui has extended her expertise into precision aerospace manufacturing, as demonstrated by her 2025 paper on a benchmark feature detection method for mobile robot automatic drilling systems, integrating deep learning to overcome material interference and background noise. This work highlights her ability to translate swarm-based principles into high-stakes industrial applications. With a career spanning foundational swarm robotics to cutting-edge deep learning integration, Cui’s research continues to shape how autonomous systems operate in both hazardous and precision-critical environments.