7 papers
LightFARM: Model Predictive Lighting Control with Battery-Free IoT for Energy-Efficient Indoor Farming
Hao Yu, Yanxiang Wang, Mark Cardamis +6
Lighting is the dominant energy load in indoor farming, yet most deployed systems still rely on fixed rule-based or schedule-based control. We present LightFARM, a predictive light…
SweetFruit: A Two-Stage Mobile Sensing System for Real-Time Fruit Sugar Estimation
Mark Cardamis, Yanxiang Wang, Chun Tung Chou +1
Accurate prediction of fruit sugar content is essential for quality control and market valuation in agriculture. Conventional measurement techniques rely on destructive, time-consu…
Scale What Counts, Mask What Matters: Evaluating Foundation Models for Zero-Shot Cross-Domain Wi-Fi Sensing
Cheng Jiang, Yihe Yan, Yanxiang Wang +2
While Wi-Fi sensing offers a compelling, privacy-preserving alternative to cameras, its practical utility has been fundamentally undermined by a lack of robustness across domains.…
CARTS: Cooperative and Adaptive Resource Triggering and Stitching for 5G ISAC
Cheng Jiang, Yihe Yan, Yanxiang Wang +3
This paper presents CARTS, an adaptive 5G uplink sensing scheme designed to provide Integrated Sensing and Communication (ISAC) services. The performance of both communication and…
mmMirror: Device Free mmWave Indoor NLoS Localization Using Van-Atta-Array IRS
Yihe Yan, Zhenguo Shi, Yanxiang Wang +3
Industry 4.0 is transforming manufacturing and logistics by integrating robots into shared human environments, such as factories, warehouses, and healthcare facilities. However, th…
Solar-CSK: Decoding Color Coded Visible Light Communications using Solar Cells
Yanxiang Wang, Yihe Yan, Jiawei Hu +5
Visible Light Communication (VLC) provides an energy-efficient wireless solution by using existing LED-based illumination for high-speed data transmissions. Although solar cells of…