The application discloses an electronic display screen
signal monitoring system and method based on
Internet of Things, and relates to the technical field of
Internet of Things.The application collects historical link state data through a network probe to construct an analysis set, extracts a standard link state to provide a benchmark for real-
time signal monitoring, and predicts a
signal fluctuation value in combination with a
random forest regression model.Meanwhile, a mapping relationship table of the link state and a frame buffer
queue length is constructed, a first
queue length value is obtained in combination with the predicted fluctuation value, a second
queue length value is generated according to historical queue data timing prediction, the queue length prediction accuracy is improved through complementary fusion of a double-dimension prediction mechanism, then the two predicted values are weighted and fused to obtain a comprehensive queue length, a
frame rate adjustment value is calculated in combination with a
processing speed, the frame
generation rate of a sending end is dynamically regulated, an adaptive frame transmission
frame rate control mechanism is formed, transmission fluctuations caused by real-time environmental interference are effectively coped with, and the display stability and picture quality of the electronic display screen are ensured.