Titi Xia
Papers
1
Total Citations
10
H-Index
1
About
Titi Xia is a rising innovator in the field of soft tactile sensing and fiber-optic sensor technology, with a focus on advancing intelligent robotics and wearable devices. Their most cited work, "Two-Dimensional Tactile Force Sensor Based on Chirped Fiber Bragg Grating Assisted by Convolutional Neural Network" (2023), introduces a groundbreaking approach that integrates chirped fiber Bragg gratings (CFBGs) with convolutional neural networks to achieve precise, two-dimensional force detection. This contribution addresses a critical challenge in soft robotics and haptic interfaces by enabling high-resolution tactile feedback in flexible, lightweight sensors. With 10 citations since its publication, Xia's work is gaining recognition for bridging optical sensing and machine learning, offering a scalable solution for real-time tactile perception. Their research not only enhances the sensitivity and accuracy of wearable haptic systems but also opens new pathways for human-machine interaction. As a researcher at the forefront of sensor innovation, Titi Xia is shaping the future of intelligent tactile systems, making strides that promise to impact robotics, prosthetics, and beyond.
Research Focus
Key Achievements
Top Papers
- 1