Table 1 Simulation parameters
From: Learning nodes: machine learning-based energy and data management strategy
Parameter | Value |
|---|---|
Number of nodes (N) | 20–80 |
Duration of a time slot | 1 ms |
Maximum queue capacity (M) | 50 |
Maximum number of multi-slots (\(l_{\mathrm{max}}\)) | 5 slots |
Maximum number of bits in a symbol (\(g_{\mathrm{max}}\)) | 5 |
Data arrival rate | 0.5–3 packets/frame |
Energy arrival rate | 0.5–3 units/frame |
Learning rate (\(\alpha\)) | 0.7 |
Discount factor (\(\gamma\)) | 0.1 |
Weights (\(r_1, r_2\)) | 10, 1 |
Signal-to-noise ratio | 20 dB |