Method and system to predict network performance of a fixed wireless network

An electronic device to be deployed in a fixed wireless network, comprising:

• a processor and computer-readable storage medium that provides instructions that, when executed by the processor, cause the electronic device to perform:
• 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.

A non-transitory computer-readable storage medium that provides instructions that, when executed by a processor of an electronic device, cause the electronic device to perform:

• receiving data of a 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.