Research Article

Event Driven Duty Cycling with Reinforcement Learning and Monte Carlo Technique for Wireless Network

Table 2

The parameters used in the simulation.

ParameterValue

Number of nodes25
Discount factor0.2
Simulation area50 × 50 m2
Transmission range10 m
Learning rate0.3
Energy consumption in transmitting state0.66 mW
Energy consumption in receive state0.395 mW
Energy consumption in idle state0.350 mW
Energy consumption in sleep state0 mW