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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