Beamforming Optimization on Gaussian channels (test)
0.012GPU Inference Time (s)CNN-Transformer
Evaluation Results
| Method | Links | |
|---|---|---|
| CNN-TransformerK=40, N=28, SNR=20 dB2025.10 | 0.012 | |
| Graph TransformerK=40, N=28, SNR=20 dB2025.10 | 0.021 | |
| SALLO-MK=40, N=28, SNR=20 dB2025.10 | 0.032 | |
| LLM-adapterK=40, N=28, SNR=20 dB2025.10 | 0.148 | |
| IAIDNNK=40, N=28, SNR=20 dB2025.10 | 1.327 | |
| RNN OptimizerK=40, N=28, SNR=20 dB2025.10 | 4.753 | |
| WMMSEK=40, N=28, SNR=20 dB2025.10 | 8.782 |