The invention discloses a temperature self-adaptive adjustment control method and
system for an automobile sensor, and relates to the technical field of automobile sensors, and the temperature self-adaptive adjustment control method for the automobile sensor comprises the following steps: S1, obtaining data; s2, performing classification and
label addition on the data to form a
data set; s3, extracting
core temperature characteristic parameters, and constructing a four-dimensional
temperature mapping matrix; s4, introducing an
ant colony
algorithm to iteratively optimize a temperature dynamic weighting rule, and obtaining an adjustment target and a change trend; s5, generating a regulation control strategy, and constructing a temperature fusion regulation feedback model at the same time; s6, performing iterative
verification on the model, and generating a sensor three-dimensional
verification report; and S7, performing security judgment on the three-dimensional
verification report of the sensor. According to the method, through multi-source
sensing data acquisition and segmented labeling preprocessing, temperature local
mutation features and long-time
time sequence dependence features are captured, and temperature
data heterogeneity of traditional single-model
feature extraction is broken.