The invention relates to the technical field of
Internet of Things, and particularly discloses a whole-house intelligent distributed node self-organizing linkage control method, which comprises distributed node arrangement, self-organizing network design, communication architecture construction,
transmission protocol design, node linkage control and fault detection. According to the scheme, distributed nodes are arranged, a self-organizing network is designed, the reliability and flexibility of the
system are improved, and the
data transmission efficiency is optimized by adopting an edge-
cloud architecture; a
transmission protocol is designed to realize efficient
federated learning among nodes,
delay is reduced through local model training, the response speed is improved, complex data is processed by using an edge layer, local bandwidth and computing resources are saved, and the operation efficiency of the whole
system is improved; the self-organizing mapping is adopted to effectively reduce the dimension of the high-dimensional data, identify and cluster the nodes in the similar behavior mode, the stability and safety of the
system are enhanced, the linkage condition is dynamically adjusted by considering the user habits and scenes at the same time, the personalized service is realized, and the user experience is improved.