NN-ETM: Enabling safe neural network-based event-triggering mechanisms for consensus problems
NN-ETM is a novel event-triggering mechanism for consensus problems that uses a neural network to decide when agents should communicate. It optimizes communication by balancing data transmission and consensus error, while ensuring the stability of the protocol. This allows for performance guarantees in complex systems.