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eess.SP2026
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…
eess.SP2024
Leafeon: Towards Accurate, Robust and Low-cost Leaf Water Content Sensing Using mmWave Radar
Mark Cardamis, Hong Jia, Hao Qian +6
Plant sensing plays an important role in modern smart agriculture and the farming industry. Remote radio sensing allows for monitoring essential indicators of plant health, such as…
eess.SP2024
MotionLeaf: Fine-grained Multi-Leaf Damped Vibration Monitoring for Plant Water Stress using Low-Cost mmWave Sensors
Mark Cardamis, Chun Tung Chou, Wen Hu
In this paper, we introduce MotionLeaf , a novel mmWave base multi-point vibration frequency measurement system that can estimate plant stress by analyzing the surface vibrations o…