The invention discloses a
tire pressure real-time monitoring method and
system based on a
wireless sensor, and the method comprises the steps: 101, collecting
tire pressure data, and carrying out the filtering
processing of the
tire pressure data; step 102, carrying out data decoding,
verification and formatting on the tire
pressure data subjected to the filtering
processing; dynamically adjusting the frequency of
data acquisition according to the driving state of the vehicle; step 103, performing
cross validation and fusion on data acquired by different sensors, and taking the fused data as input of
machine learning; and 104, historical tire
pressure data are analyzed according to the fused tire
pressure data through a
machine learning
algorithm, a tire pressure model is established, the tire pressure model comprises the relation that the tire pressure changes along with temperature, load and vehicle speed factors, and when the tire pressure data collected in real time deviates from a
model prediction value and exceeds a preset threshold value, an alarm is sent to a driver in time. By the adoption of the technical scheme, the accuracy, reliability and real-time performance of tire
pressure monitoring are improved.