To solve the problem of hybrid beamforming in millimeter wave Multiple-Input Multiple-Output(MIMO)system
a hybrid beamforming algorithm based on iterative updating is proposed.The algorithm improves the system performance by improving the correlation between the analog beamforming matrix and the error matrix.Firstly
the proposed algorithm updates the error matrix iteratively.Then
the singular value decomposition of the error matrix is used to obtain the singular value matrix and then an analog beamforming vector is obtained.Finally
the analog beamforming matrix is updated according to the analog beamforming vector.Compared with the traditional Orthogonal Matching Pursuit(OMP)hybrid beamforming algorithm
the performance of the proposed algorithm is better than OMP algorithm and close to that of fully digital beamforming algorithm
especially when the number of data streams and Radio Frequency(RF)link is similar and small.