18370753. WIRELESS COMMUNICATION SYSTEMS FOR PREDICTING FAULTS (DISH Wireless L.L.C.)
Contents
WIRELESS COMMUNICATION SYSTEMS FOR PREDICTING FAULTS
Organization Name
Inventor(s)
Sumugam Balachandran of Frisco TX US
WIRELESS COMMUNICATION SYSTEMS FOR PREDICTING FAULTS
This abstract first appeared for US patent application 18370753 titled 'WIRELESS COMMUNICATION SYSTEMS FOR PREDICTING FAULTS
Original Abstract Submitted
A method for predicting a fault condition in a wireless network includes: receiving, at a trained machine-learning model from multiple subsystems of the wireless network, information associated with multiple alerts triggered across the multiple subsystems, each of the multiple alerts being indicative of a corresponding potential fault condition in one of the multiple subsystems, receiving, at the machine-learning model from a plurality of external devices, observation information regarding the wireless network, receiving, at the machine-learning model from a network platform, information regarding resources of the wireless network; training the machine-learning model using the multiple alerts, the observation information, and the information, identifying, by the machine-learning model, a subset of alerts of the multiple alerts, the subset of alerts representing a set of one or more predicted fault conditions associated with the multiple alerts triggered across the multiple subsystems, and training the machine-learning model using the subset of alerts.
