Multi-modal communication iron tower monitoring method based on multi-sensor information fusion

The invention belongs to the technical field of iron tower monitoring, and discloses a multi-modal communication iron tower monitoring method based on multi-sensor information fusion, and the method comprises the steps: collecting wind speed, tower body vibration response, tower body inclination displacement, truss framework deformation, and tower footing settlement parameters; extracting time domain and frequency domain features from the collected parameters; selecting a plurality of most sensitive features or parameters from all features, putting the most sensitive features or parameters into a sensitive feature group, and putting the rest features into a non-sensitive feature group; constructing a sample set, dividing features in the sample set into sensitive features and non-sensitive features, and respectively inputting the sensitive features and the non-sensitive features into the deep neural network model for training to obtain a sensitive feature recognition model and a non-sensitive feature recogniti