Optimization of Leach Protocol in Wireless Sensor Network Using Machine Learning

Table 1

Simulation parameters.

Simulation values	Values
Network area
Position of the BS	(50, 50)
Number of nodes deployed	100
Initial node energy	0.5 J
Message size	4000 bits
Number of rounds	5000
Transmission amplifier free space, £fs	10 pJ/bit/m^2
Transmission amplifier multipath, £amp	0.0013 pJ/bit/m^4
Transmitting energy	50 nJ
Receiving energy	50 nJ
Aggregated data energy	5 nJ/bit/msg