The invention discloses a modulation identification method based on
microwave photon frequency-time mapping. The method comprises the following steps: firstly, performing
microwave photon frequency-time mapping on a to-be-measured
microwave signal, and mapping frequency information of the to-be-measured microwave
signal to a
time domain to obtain a time-
frequency characteristic of the to-be-measured microwave
signal; and inputting the time-frequency characteristics of the to-be-detected microwave signal into a pre-trained neural
network model so as to identify the modulation form of the to-be-detected microwave signal. The invention also discloses a modulation
identification device based on microwave
photon frequency-time mapping. Compared with the prior art, on the basis of a microwave photon frequency-time mapping model,
Fourier transform is directly completed through an optical device, a
radio frequency signal is modulated to be processed in an optical domain, time
delay characteristics of dispersion broadening and compression are combined, the
picosecond-level time stretching precision is achieved, the
instantaneous bandwidth limitation of a traditional
spectrum analyzer is broken through, and the
spectrum analysis precision is improved.
Frequency spectrum processing of large-bandwidth signals can be completed in real time, computing resources are saved, and the real-time performance of modulation identification is improved.