This invention discloses a
signal Doppler tolerance and sidelobe optimization method based on a weighted
ambiguity function template. The method includes determining a discrete
ambiguity function based on a two-dimensional
ambiguity function of a
continuous signal and a
radar transmitted
signal; obtaining matched filtering results for signals with different
Doppler frequency shifts and determining the
main lobe and sidelobe positions based on the
Doppler frequency shift results; for the
Doppler frequency shift case, establishing a cost function for
Doppler tolerance optimization and a weighted cost function for joint optimization of
Doppler tolerance and sidelobe based on the
main lobe and sidelobe positions, respectively; setting the weight coefficients of the weighted cost function according to
signal characteristic requirements to obtain the target cost function; and using
simulation parameters for iterative updating to obtain the optimization result. This invention can improve signal Doppler tolerance while reducing signal sidelobes, significantly improving the practicality of
random noise signals; and it allows for setting weight coefficients according to
signal characteristic requirements to adjust the optimization ratio of signal Doppler tolerance and sidelobe, providing strong flexibility.