20 citations · 20 across the 4 of their papers we have counts for
6 papers
CoRF: Cross-Scene RF Synthesis by Learning Propagation and Preserving Array Physics
Kang Yang, Duaa Nakshbandi, Wan Du +1
Existing radio-frequency (RF) neural fields fit each scene separately, making new-scene deployment measurement- and optimization-intensive. This work studies amortized cross-scene…
SoilX: Calibration-Free Comprehensive Soil Sensing through Contrastive Cross-Component Learning
Kang Yang, Yuanlin Yang, Yuning Chen +3
Precision agriculture demands continuous and accurate monitoring of soil moisture (M) and key macronutrients, including nitrogen (N), phosphorus (P), and potassium (K), to optimize…
Generalizable Radio-Frequency Radiance Fields for Spatial Spectrum Synthesis
Kang Yang, Yuning Chen, Wan Du
We present GRaF, Generalizable Radio-Frequency (RF) Radiance Fields, a framework that models RF signal propagation to synthesize spatial spectra at arbitrary transmitter or receive…
GSRF: Complex-Valued 3D Gaussian Splatting for Efficient Radio-Frequency Data Synthesis
Kang Yang, Gaofeng Dong, Sijie Ji +2
Synthesizing radio-frequency (RF) data given the transmitter and receiver positions, e.g., received signal strength indicator (RSSI), is critical for wireless networking and sensin…
See Behind Walls in Real-time Using Aerial Drones and Augmented Reality
Sikai Yang, Kang Yang, Yuning Chen +2
This work presents ARD2, a framework that enables real-time through-wall surveillance using two aerial drones and an augmented reality (AR) device. ARD2 consists of two main steps:…
MARLP: Time-series Forecasting Control for Agricultural Managed Aquifer Recharge
Yuning Chen, Kang Yang, Zhiyu An +4
The rapid decline in groundwater around the world poses a significant challenge to sustainable agriculture. To address this issue, agricultural managed aquifer recharge (Ag-MAR) is…