Hu Mao

Low-Rank Adaptation of Conditional Diffusion Transformers for Few-Shot Radio-Frequency Signal Generation

Synthesizing realistic radio-frequency signals is important for data augmentation in wireless systems, yet labeled in-phase/quadrature (I/Q) measurements are expensive to collect, and diffusion models typically demand large per-class training sets. This paper studies whether a diffusion model trained on one modulation...