The invention relates to the technical field of offshore
data monitoring, and discloses an offshore
data monitoring method based on a
wireless communication
system, and the method comprises the following steps: S1, data collection: obtaining offshore
monitoring data of a target; s2, data preprocessing: performing format conversion, duplicate removal,
time alignment and data interpolation
processing on the data acquired by the
data acquisition; s3, data fusion: matching and fusing the processed data based on a time
interleaving algorithm and a
spatial clustering algorithm; s4, performing target tracking, and performing target trajectory prediction by adopting a Kalman filtering method under the condition of target data missing; and S5, monitoring output, generating a fusion
data set, and outputting dynamic information of the target. Through combination of
deep learning target identification, LSTM network
state prediction and an efficient
wireless communication technology, more accurate marine target monitoring, stable real-
time data transmission and efficient target state tracking are realized.