Connection behavior identification for wireless networks

A method comprising:

• receiving, from a radio access network (RAN) node within a wireless network, connection event information for a user device and associated channel condition information;
• determining a connection behavior status model that maps the connection event information and associated channel condition information to an output representing a connection behavior status;
• determining a connection behavior status for the user device based on at least a portion of the connection event information and associated channel condition information from a connection event information of a user device as input to the connection behavior status model;
• outputting, by the connection behavior status model, a behavior status of the user device that indicates a low-performing connection behavior status;
• and
• sending a message to cause another network node to perform, based on the connection behavior status of the user device, a network corrective action with respect to the user device to improve a connection behavior of the user device, the network corrective action including updating a profile and/or registry to mark the user device as low performing.

An apparatus comprising:

• at least one processor;
• and
• at least one memory including computer program code;
• the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus at least to:
• receive, from a radio access network (RAN) node within a wireless network, connection event information for one or more user devices and associated channel condition information;
• determine a connection behavior status model that maps the connection event information and associated channel condition information to an output representing a connection behavior status;
• determine a connection behavior status for the user device based on at least a portion of the connection event information and associated channel condition information from a connection event information of a user device as input to the connection behavior status model;
• output, by the connection behavior status model, a behavior status of the user device that indicates a low-performing connection behavior status;
• and
• sending a message to cause another network node to perform, based on the connection behavior status of the user device, a network corrective action with respect to the user device to improve a connection behavior of the user device, the network corrective action including updating a profile and/or registry to mark the user device as low performing.

A non-transitory computer-readable storage medium comprising instructions stored thereon that, when executed by at least one processor, are configured to cause a computing system to perform a method of:

• receiving, from a radio access network (RAN) node within a wireless network, connection event information for one or more user devices and associated channel condition information;
• determining a connection behavior status model that maps the connection event information and associated channel condition information to an output representing a connection behavior status;
• determining a connection behavior status for the user device based on at least a portion of the connection event information and associated channel condition information from a connection event information of a user device as input to the connection behavior status model;
• outputting, by the connection behavior status model, a behavior status of the user device that indicates a low-performing connection behavior status;
• and
• sending a message to cause another network node to perform, based on the connection behavior status of the user device, a network corrective action with respect to the user device to improve a connection behavior of the user device, the network corrective action including updating a profile and/or registry to mark the user device as low performing.