Enabling Real-Time Monitoring of Wound Exudate Status through On-Tag RF Computing

RF computing represents an emerging paradigm that computes by directly manipulating physical-layer RF signal properties. Capitalizing on this, we present a battery-free wireless system for real-time pH monitoring in diabetic foot ulcers (DFUs). Our core innovation lies in hardware co-design that implements on-tag RF computing. This is achieved by integrating pH-sensitive hydrogel as a functional antenna component to directly modulate backscattered signals. This enables direct chemical-to-RF transduction: pH shifts instantaneously modulate antenna impedance, thereby altering the phase of backscattered signals. To ensure robustness, we use a differential twin-tag architecture to suppress environmental interference, which enables precise pH extraction. By embedding sensing within passive RF hardware, we deliver a low-cost solution advancing mobile health through RF computing principles.

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Published
2025-11-04
DOI
https://doi.org/10.1145/3737906.3767096
Primary Topic
RFID technology advancements
Type
article
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article

Enabling Real-Time Monitoring of Wound Exudate Status through On-Tag RF Computing

Tay Seok Wei, Hao Wang, Xin Wang, Lu Wang et al.
RFID technology advancements
article

Enabling Real-Time Monitoring of Wound Exudate Status through On-Tag RF Computing

Tay Seok Wei, Hao Wang, Xin Wang, Lu Wang, Yu Zhong, Qian Zhang
article en

Abstract

RF computing represents an emerging paradigm that computes by directly manipulating physical-layer RF signal properties. Capitalizing on this, we present a battery-free wireless system for real-time pH monitoring in diabetic foot ulcers (DFUs). Our core innovation lies in hardware co-design that implements on-tag RF computing. This is achieved by integrating pH-sensitive hydrogel as a functional antenna component to directly modulate backscattered signals. This enables direct chemical-to-RF transduction: pH shifts instantaneously modulate antenna impedance, thereby altering the phase of backscattered signals. To ensure robustness, we use a differential twin-tag architecture to suppress environmental interference, which enables precise pH extraction. By embedding sensing within passive RF hardware, we deliver a low-cost solution advancing mobile health through RF computing principles.

Shenzhen University (CN), Hong Kong University of Science and Technology (HK), Wuhan University (CN)
Openalex Percentile: Top 49%
RFID technology advancements
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Enabling Real-Time Monitoring of Wound Exudate Status through On-Tag RF Computing — Tay Seok Wei, Hao Wang, et al. · (2025) | TGRS Research Map | TGRS