A Radio Network Controller (RNC) plays a crucial role in the distribution of sensor data within sensor networks. The RNC acts as a hub-like entity, responsible for managing the flow of data between sensor nodes and the gateway. Its functions include scheduling data transmissions, maximizing network performance, and providing reliable data delivery.