A Mobile Network Planning Tool Based on Data Analytics

Table 4

Case of study : simulation parameters.

Parameter	Value
Propagation loss model	HybridBuildings
Shadow fading	Log-normal, std =  dB
Scheduler	Proportional Fair (PF)
AMC model	LteAmc::MiErrorModel
Transport protocol	User Datagram Protocol (UDP)
Traffic model	Constant bit rate
Layer link protocol	Radio Link Control (RLC)
Mode	Unacknowledged Mode (UM)
Macro cell scenario
Number of eNBs	1 site with cells
eNB Tx power	dBm
Small cell scenario
Initial number of small cells ()
Small cell Tx power	dBm
LTE
Bandwidth	MHz
Number of RBs
TTI	ms
GA
Type	binary-valued
Size of ()
Elitism
Mutation change
Bagged-SVM
Number of iteration ()
Epsilon	0.1
Kernel	Radial Basis Function (RBF)
Simulation time	s