Wireless power allocation on Wireless power allocation problem r_min = 0.6
3.14Mean RateFull power (FP)
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Full power (FP)allocation=Pmax on every link2026.07 | 3.14 | 0.28 | 0.08 | — | — | 88 | 0.53 | 87.9 | 65.4 | 43 | 10.6 | |
| Unconstrainedconstraint=none2026.06 | 2.957 | 0.239 | 0.081 | 0.0421 | 8.43 | 85.6 | — | — | — | — | — | |
| Avg. power (AP)allocation=each network’s mean expert power2026.07 | 2.85 | 0.52 | 0.19 | — | — | 92.7 | 0.74 | 71.8 | 36.8 | 19.7 | 0.3 | |
| PD-Expertrole=reference expert2026.07 | 2.84 | 0.82 | 0.66 | — | — | 99.1 | 0.93 | — | — | — | — | |
| PDI-MC2026.06 | 2.839 | 0.614 | 0.355 | 0.0085 | 1.71 | 95.5 | — | — | — | — | — | |
| U-GNN2026.07 | 2.81 | 0.77 | 0.55 | — | — | 98.1 | 0.92 | 17.8 | 5.3 | 0.9 | 1.1 | |
| PDI-Net2026.06 | 2.803 | 0.613 | 0.424 | 0.0062 | 1.25 | 95.5 | — | — | — | — | — | |
| DPS2026.06 | 2.731 | 0.461 | 0.184 | 0.0198 | 3.96 | 90.8 | — | — | — | — | — | |
| PDL2026.06 | 2.635 | 0.641 | 0.405 | 0.0068 | 1.36 | 96.2 | — | — | — | — | — | |
| PDM2026.06 | 2.591 | 0.51 | 0.165 | 0.018 | 3.61 | 91.9 | — | — | — | — | — | |
| PDI-Netwarm-up=true2026.06 | 2.578 | 0.67 | 0.429 | 0.0056 | 1.12 | 96.7 | — | — | — | — | — | |
| ST2026.06 | 2.482 | 0.825 | 0.666 | 0.0007 | 0.14 | 99.3 | — | — | — | — | — |