The invention discloses a
photon terahertz OFDM (
Orthogonal Frequency Division Multiplexing)
system phase noise self-adaptive compensation method based on a double-
branch Transform, and belongs to the field of terahertz communication. The method specifically comprises the following steps: a transmitting end performs
constellation mapping on a bit
stream to generate a complex symbol, performs OFDM coding, maps the complex symbol to a
frequency domain subcarrier, adjusts the
signal amplitude and outputs a transmitting
signal to a receiving end; a receiving end performs channel
estimation on the terahertz OFDM
signal to obtain a
channel frequency response; on the basis, OFDM decoding is carried out on the received signal, and a signal after preliminary
phase correction is obtained; then, the signals are input into a
phase noise neural network decoder, features of
phase noise are extracted and input into a double-
branch processing network for
parallel processing, phase
noise compensated signals output by a Transform phase
estimation branch and enhanced signals output by a CNN
signal enhancement branch are obtained, and self-adaptive fusion
processing is carried out based on
confidence score; and finally, demapping to obtain a final result. According to the invention, the influence of phase
noise on the
system performance is relieved, and the
bit error rate performance is improved.