Table 4 Simulation statistics result
From: Network resource optimization with reinforcement learning for low power wide area networks
| Â | Terminal | Terminal | Gateway | Gateway | Gateway |
|---|---|---|---|---|---|
| Â | total packets | total energy (mJ) | unique packets | UL weak packets | DL packets lost |
ADR(MAX) | 265.84 | 13,577.30 | 33.13 | 169.80 | 47.97 |
ADR(MIN) | 119.97 | 22,268.20 | 18.97 | 33.87 | 28.27 |
Proposed method | 41.40 | 1497.94 | 11.84 | 26.57 | 3.64 |