Investigation of the Use of Neuron-Like Procedures for Processing Coherent Location Signals
Alexander Gennadievich Khobotov, Vera Igorevna Kalinina, Alexander Ivanovich Khil’ko · Optical Memory and Neural Networks · 2021
Abstract The results of the modeling of the acoustic signal location based on neuron-like mismatch (discrepancy) functions are provided to carry out the comparative analysis of the efficiency of such location presents. The stochastic simulation approach is used to investigate the efficiency of the neuron-like signal-processing technique (neuron-like mismatch function) and compare it with the conventional correlation data-processing method. The effect of noise frequency filtration and coherent accumulation of useful signals on signal-processing results is evaluated.