Fast DoA estimation of the signal received by textile wearable antenna array based on ANN model

MLP_DoA module, being an integral part of the smart TWAA DoA subsystem, intended for fast estimation is proposed. Multilayer perceptron network used to create module that provides a radio gateway location in azimuthal plane at its output when spatial correlation matrix, found by receiving signal using two-element textile wearable antenna array, on input. training with monitoring generalization capabilities validation set samples applied. The accuracy proposed modeling approach compared classical previously developed authors. Comparison presented ANN model root MUSIC algorithm terms and program execution time also done.