The application provides a temperature compensation type low-
noise optical
signal processing and
signal shaping optimization method and
system, the application utilizes a low-
noise PIN balance
detector to preliminarily suppress
noise of an optical
signal to be processed, and obtains a differential
voltage signal; a BP neural network is introduced to correct a multi-parameter collaborative temperature compensation model, and a
voltage signal compensated according to the corrected compensation model is obtained; then, an
adaptive wavelet threshold filtering
algorithm is used for deep
noise reduction processing, and a noise-reduced optical signal is obtained; and real-time identification of an optical signal
distortion type and a
distortion degree is performed, and a
prism dispersion and a
spatial light modulator are used for shaping the distorted optical signal. The application simultaneously compensates for signal amplitude, phase and
dark current noise, can accurately offset
nonlinear distortion caused by device temperature drift, can simultaneously realize
waveform shaping and
spectrum shaping, can correct problems such as
pulse broadening and
waveform distortion, and can suppress spectrum fluctuation and solve multi-stage
diffraction crosstalk problems.