LEO Satellite Channel Allocation Scheme Based on Reinforcement Learning

Table 2

System simulation parameter.

Simulation parameter	Value
Satellite height	500 km
Downlink frequency	10.7–12.7 GHz
Maximum beams	40
Number of channels	16
Maximum transmission rate	1000 Mbps
Service rate threshold	100 kbps
Maximum transmitting power	23 dBW
Maximum power of beam	20 dBW
Antenna angle of beam	1°
Learning rate	0.1
Discount factor	0.9
Initial explore probability	0.9
Maximum step	10000
Service arrival rate	[10, 40] times/hour
Business duration	[3, 6] minutes