Neural-Enhanced Modulation for Spatial Selective Transmission on Low-End IoT Devices
Published in IEEE/ACM Transactions on Networking, 2026, 2026
Recommended citation: Huangwei Wu*, Tingchao Fan*, Meng Jin, Tao Chen, Xinbing Wang, Chenghu Zhou. "Neural-Enhanced Modulation for Spatial Selective Transmission on Low-End IoT Devices," IEEE/ACM Transactions on Networking, 2026. https://doi.org/10.1109/TON.2025.3650658
[CCF-A] Co-first author (ranked first)
This journal extension of SpotSound introduces customizable spot sizes, a synthetic CIR data generator for improved cross-scenario generalization, and removes the channel reciprocity assumption via a novel channel estimation method. The system enables precise spatial selective transmission on resource-constrained single-antenna IoT devices.