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

Claim 14:
15. 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 of edges, each edge in the set of edges:
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 transmitter node values for each transmitter node in the first subgraph, the set of transmitter node values comprising:
a global navigation satellite system location estimate of a transmitter represented by the transmitter node; and
a relative location estimate of the transmitter represented by the transmitter 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.