The invention provides an angle domain
codebook design method and device based on power weighting GMM (
Gaussian Mixture Model) clustering, and relates to the technical field of
wireless communication multi-antenna transmission, and the technical key points are as follows: the method comprises the following steps: obtaining path parameters containing angle and power information, and generating a power weighting angle
training set; carrying out probability density modeling on the angle
training set by adopting a
Gaussian mixture model, and identifying an optimal number of angle clusters; based on the weight of each angle cluster, distributing the total
code word number as the exclusive
code word number of each cluster in proportion; aiming at each cluster, determining a
beam direction reference by using a cluster mean value, optimizing direction precision in combination with a main
feature vector of a cluster
covariance, and generating an exclusive
code word direction corresponding to each cluster; integrating the code words of all clusters, and constructing a final
codebook; wherein in the
codebook generation process, quantized resources are allocated through beam geometric features, and more quantized resources are concentrated in a high-energy region of an angle domain. According to the embodiment of the invention, by adopting the design, the
beam matching precision can be improved.