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Table 1 ARIMA models adjusted for the input series

From: Modeling of wireless networks using multivariate time models

Series (variable)

      Adjusted model

Model

Received signal strength (dBm)

Y t = Y t 1 0.534 p < 0.0001 a t 2 + a 3 t

ARIMA(0,1,1)

Distance to the RBS (m)

1 0.967 p < 0.0001 B 1 B X 1 t = 1 0.309 p < 0.0001 B 0.420 p < 0.0001 B 2 a 1 t

ARIMA(1,1,2)

Distance between Buildings (m)

1 0.478 p < 0.0001 B 1 B X 2 t = 1 + 0.916 p < 0.0001 B + = 0.551 p < 0.0001 B 2 a 2 t

ARIMA(1,1,2)

Height of the buildings (m)

X 3 t = 5.382 p < 0.0001 + 0.893 p < 0.0001 a 3 t 1 + a 3 t

ARIMA(0,0,1)

  1. where t is the time index, Y t , X1t, X2t, and X3t are the variables, a1, a1t, a2t, and a3t are random errors, P, is p-value.