Patent №
US 9,119,086
Granted
2015-08-25
Filed 2014
Owner
CELLCO PARTNERSHIP D/B/A VERIZON WIRELESS
Lab
—
AI components
6
ml · nlp · vision · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
14273433
Systems and methods for evaluating cellular voice call quality are disclosed. In some implementations, training data points are received. Each data point includes a call quality value and values of key performance indicators (KPIs) related to call quality. For each KPI, a linear relationship, having a goodness-of-fit value, between the KPI and the call quality value is determined using the multiple data points. Compulsory KPIs are selected based on the goodness-of-fit values. The training data points are separated into clusters based on the compulsory KPI values and the quality values. For each cluster, a mathematical relationship for calculating the call quality within the cluster is determined based on the one or more compulsory KPIs. A module is generated for predicting the call quality value by combining the determined mathematical relationships.
AI classification
Ownership
CELLCO PARTNERSHIP D/B/A VERIZON WIRELESS
assignment · 328540144
Assignors
OUYANG, YE, BECHT, CAROL, LOWE, BENJAMIN
On an employer assignment, the assignors are typically the inventors.