The invention relates to a
collision probability real-time evaluation method based on finite-dimensional distribution. The method comprises the following steps: 1, establishing a control model and a
collision model of a to-be-evaluated
system; 2, generating sampling points at
equal time intervals according to the to-be-predicted time interval; 3, roulette is repeatedly carried out, and sampling points distributed at equal intervals according to probability are generated; 4, based on the control model of the to-be-evaluated
system, finite-dimensional distribution of the
centroid position is solved; And step 5, performing
Cholesky decomposition on the
covariance matrix with the finite-dimensional distribution of the
centroid position to obtain a specific generation mode. 6, predicting the position of the obstacle
rigid body and solving the filtered finite-dimensional distribution; 7, reconstructing the
coefficient matrix to obtain a specific generation mode of filtered finite-dimensionaldistribution; And 8, independently generating the finite-dimensional distribution obtained in the step 7 for multiple times, and estimating the real probability by the
collision frequency of the
discrete points. And at the next evaluation decision moment, the
algorithm returns to the step 6 to continue to calculate.