Abstract
ABSTRACT Aiming at the crosstalk error of twisted-wire pair (TWP) caused by nonuniform pitch, this article innovatively uses Monte Carlo (MC) method to establish the probability distribution model of TWP with nonuniform pitch, and genetic algorithm-back propagation neural network is used to extract the unit length parameter of the transmission line. The chain parameter method is used to solve the multi-conductor transmission line equation based on the idea of cascade. Finally, the CST simulation results show that near-end and far-end crosstalk can be predicted effectively. In TWP modeling process, according to the probability distribution existing in the principle of stranding, the MC method is used to correct the probability distribution of the nonuniform pitch on TWP into a normal distribution.
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