Novel Learning Algorithms for Efficient Mobile Sink Data Collection Using Reinforcement Learning in Wireless Sensor Network

Table 5

Simulation parameters.

Parameter	Value
Simulation Area	200 X 200 m^2
No. Of Sensor Nodes	500
Initial energy of Sensor Nodes	0.5 J
Communication range	50 m
Size of data packet	2500 bits
	50 nj / bit
Speed of mobile sink (V)	2,3,4,5,6 & 7 m/s
Deployment	Random
No of Episodes	4000
Learning parameter(alpha)	0.3, 0.5, 0.7 and 0.9