US 12,114,185 B2
Method and system to predict network performance of a fixed wireless network
Sri Harsha Anand Pushkala, Frisco, TX (US); Vinod Kumar Jammula, Plano, TX (US); Ankita Chowdhury, The Colony, TX (US); David Reboredo, Frisco, TX (US); and Amr Shehata, Frisco, TX (US)
Assigned to Teleonaktiebolaget LM Ericsson (Publ), Stockholm (SE)
Appl. No. 17/299,759
Filed by Telefonaktiebolaget LM Ericsson (publ), Stockholm (SE)
PCT Filed Dec. 11, 2018, PCT No. PCT/IB2018/059849
§ 371(c)(1), (2) Date Jun. 3, 2021,
PCT Pub. No. WO2020/121020, PCT Pub. Date Jun. 18, 2020.
Prior Publication US 2022/0022066 A1, Jan. 20, 2022
Int. Cl. H04L 41/147 (2022.01); H04L 41/14 (2022.01); H04W 24/08 (2009.01)
CPC H04W 24/08 (2013.01) [H04L 41/145 (2013.01); H04L 41/147 (2013.01)] 15 Claims
OG exemplary drawing
 
1. A method performed by an electronic device to predict network performance of a fixed wireless network, the method comprising:
receiving data of the fixed wireless network, the data including one or more of weather condition samples, man-made structure data sample, or geographic data samples;
modeling the data using a plurality of functions, the modeling comprises:
identifying a prediction function that provides a best approximation of the data based on a user preference of approximation speed and accuracy;
predicting a network performance value in a future time using the prediction function, the network performance value being a value for signal strength; and
notifying when the predicted network performance value fails to meet a threshold value.