Bioinspired Tapered-Spring Turbulence Sensor for Underwater Flow Detection
October 07, 2025 ยท Declared Dead ยท ๐ IEEE Sensors Journal
"No code URL or promise found in abstract"
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Authors
Xiao Jin, Zhenhua Yu, Thrishantha Nanayakkara
arXiv ID
2510.07348
Category
physics.ins-det
Cross-listed
cs.RO,
physics.flu-dyn
Citations
0
Venue
IEEE Sensors Journal
Last Checked
3 months ago
Abstract
This paper presents a bio-inspired underwater whisker sensor for robust hydrodynamic disturbance detection and efficient signal analysis based on Physical Reservoir Computing (PRC). The design uses a tapered nylon spring with embedded accelerometers to achieve spatially distributed vibration sensing and frequency separation along the whisker. Towing-tank experiments and computational fluid dynamics simulations confirmed that the whisker effectively distinguishes vortex regimes across different fin angles and maintains Strouhal scaling with flow velocity, where higher speeds increase vibration intensity without affecting the dominant frequencies. Frequency-domain analysis, Shannon entropy, and machine learning further validated the sensing performance: vortex shedding frequencies were identified with less than 10\% error, entropy captured the transition from coherent vortex streets to turbulence, and logistic regression achieved 86.0\% classification accuracy with millisecond-level inference. These results demonstrate that structurally encoded whisker sensing provides a scalable and real-time solution for underwater perception, wake tracking, and turbulence-aware navigation in autonomous marine robots.
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