The invention discloses a chattering restraining method of
optical axis of a rapid deflecting mirror based on a
support vector machine. The chattering restraining method comprises the steps that modeling and identifying of rapid deflecting mirror linear dynamics are carried out,
data collecting and
processing are carried out, piezoelectric drive rapid deflecting mirror nonlinear
hysteresis dynamics modeling is carried out, and the feed-forward feedback
composite controller design of rapid deflecting mirror nonlinear
hysteresis dynamics is carried out. Compared with the prior art, the chattering restraining method of the
optical axis of the rapid deflecting mirror based on the
support vector machine does not need parameter identifying of a specific
hysteresis model, an accurate inverse piezoelectric hysteresis model is established based on an LS-SVM method and used for compensating the influence on the control precision of piezoelectric drive rapid deflecting mirror by the nonlinear hysteresis effect, and introducing compensating errors introduced by
model parameter identifying is avoided; and meanwhile, a
pruning method of support vector is designed to reduce
model complexity and calculation time-consumption, the support vector of the model is removed, and the model identifying process is simplified; and on the basis of piezoelectric nonlinear hysteresis feed-forward compensating,
feedback control is carried out on linear dynamics partial design of the piezoelectric drive rapid deflecting mirror, and control precision of the
system is improved.