4 papers
AIoT-based Continuous, Contextualized, and Explainable Driving Assessment for Older Adults
Yimeng Liu, Fangwei Zhang, Maolin Gan +9
The world is undergoing a major demographic shift as older adults become a rapidly growing share of the population, creating new challenges for driving safety. In car-dependent reg…
Hydra: Accurate Multi-Modal Leaf Wetness Sensing with mm-Wave and Camera Fusion
Yimeng Liu, Maolin Gan, Huaili Zeng +3
Leaf Wetness Duration (LWD), the time that water remains on leaf surfaces, is crucial in the development of plant diseases. Existing LWD detection lacks standardized measurement te…
Morph: ChirpTransformer-based Encoder-decoder Co-design for Reliable LoRa Communication
Yidong Ren, Maolin Gan, Chenning Li +4
In this paper, we propose Morph, a LoRa encoder-decoder co-design to enhance communication reliability while improving its computation efficiency in extremely-low signal-to-noise r…
Hydra-Bench: A Benchmark for Multi-Modal Leaf Wetness Sensing
Yimeng Liu, Maolin Gan, Yidong Ren +4
Leaf wetness detection is a crucial task in agricultural monitoring, as it directly impacts the prediction and protection of plant diseases. However, existing sensing systems suffe…