A Mobile Network Planning Tool Based on Data Analytics

Table 5

Case of study : Simulation parameters.

Parameter	Value
Propagation loss model	HybridBuildings
Shadow fading	Log-normal, std =  dB
Scheduler	PF
AMC model	LteAmc::MiErrorModel
Transport protocol	UDP
Traffic model	Constant bit rate
Layer link protocol-mode	RLC-UM
Macro cell scenario
MacroEnbSites	(each site has 3 cells)
Number of cells
eNB Tx power	dBm
LTE
Intersite distance	m
Bandwidth	MHz
Number of RBs
Antenna parameters
Horizontal angle	−
HPBW	Vertical  : Horizontal
Antenna gain	18 dBi
Vertical angle	−
	Vertical −18 dB : Horizontal −20 dB
	−30 dB
GA
Type	real-valued
Tilt values (min–max)	0°–15°
Size of ()
Elitism
Mutation change
Bagged-SVM
Number of iteration ()
Epsilon	0.1
Kernel	RBF
Simulation time	s