Systems and methods for an intelligent network configuration capability (incc) for mesh networks

A method for joining a first wireless mesh network to a second wireless mesh network utilizing an Intelligent Network Configuration Capability (INCC), the method comprising:

• selecting, by the INCC, a first coordinator node from the first wireless mesh network;
• selecting, by the INCC, a second coordinator node from the second wireless mesh network;
• forming an interim connection between the first coordinator node and the second coordinator node;
• exchanging pertinent node and network configuration information between the first coordinator node and the second coordinator node;
• determining, by the INCC, an updated network topology for joining the first wireless mesh network and the second wireless mesh network using a joining position function,
• wherein the joining position function is a graph neural network (GNN) having an input of node encodings for each node in the first wireless mesh network and the second wireless mesh network;
• and
• forming, under control of the first coordinator node or the second coordinator node, a combined wireless mesh network using the updated network topology to join the first wireless mesh network to the second wireless mesh network;
• and
• storing the updated network topology in a network topology database.