Research Article

Reinforcement Learning for Routing in Cognitive Radio Ad Hoc Networks

Table 3

Simulation parameters and values.

CategoryParameterValue

SUSU’s transmission delay, 1.0 ms
Processing delay, 1.0 ms
Mean arrival rate, 0.6
Learning rate, 0.5
WCRQ-routing weight factor, 0.5

PUPU’s transmission delay, 1.2 ms
Mean arrival rate (or PUL), 0.0, 1.0
Standard deviation, {0.0, 0.4, 0.8}

ChannelMean PER, 0.05
Standard deviation of PER, 0.025