Method and device for intelligently suppressing wave beam strabismus and electronic equipment

The invention discloses a method and a device for intelligently suppressing wave beam strabismus and electronic equipment, which reduce a three-dimensional matrix to a two-dimensional matrix while considering spatial correlation to assist in suppressing the wave beam strabismus, effectively reduce t...

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Bibliographische Detailangaben
Hauptverfasser: XIAO LIXIA, JIANG TAO, YUAN QIJIANG
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention discloses a method and a device for intelligently suppressing wave beam strabismus and electronic equipment, which reduce a three-dimensional matrix to a two-dimensional matrix while considering spatial correlation to assist in suppressing the wave beam strabismus, effectively reduce the number of parameters of each layer in the remaining part of a network and the memory overhead of a computing platform during model training, and improve the network performance. The method is suitable for a terahertz frequency band broadband large-scale MIMO hybrid precoding system, and can effectively deal with the beam squint problem. A hybrid precoding matrix is designed by using a deep learning technology and taking maximization of spectrum efficiency as a target, and the method of solving the hybrid precoding matrix step by step enables a WHPC-Net model to be easier to train and have certain interpretability. Simulation experiment data show that the spectrum efficiency obtained by using the hybrid precoding