Patent ID: 11863298
Assignee: ZAINAR, INC.
Field: Digital communication (Electrical engineering)
Classification: CPC H | IPC G  H

Claim 13:
14. A method comprising:
accessing a network graph comprising:
a set of nodes comprising:
a set of transceiver nodes representing a set of transceivers operating in a mesh network of transceivers; and
a set of transmitter nodes representing a set of transmitters communicating with the mesh network of transceivers;

a set ofedges, each edge in the set ofedges:
connecting a pair of nodes in the set of nodes; and
representing a communication channel between a pair of transceivers in the mesh network of transceivers represented by the pair of nodes or a communication channel between a transmitter in the set of transmitters and a transceiver in the set of transceivers;

identifying a first subgraph of the network graph associated with a first node in the set of nodes, the first node representing a first transceiver;
accessing a first network state of the first subgraph comprising a set of transceiver node values for each transceiver node in the first subgraph, the set of transceiver node values comprising an acceleration series of a transceiver represented by the transceiver node;
calculating a first probability of failure of the first transceiver within a threshold period based on the first network state of the first subgraph and a failure prediction model; and
in response to detecting the first probability of failure of the first transceiver exceeding a threshold likelihood, triggering a corrective action at the first transceiver.