An RBF Network Based Beamformer for Mimo Wireless Communication Systems
Ling Zhang, Zhenbao Zhang · 2007
In this paper, we propose a beamforming scheme based on a radial basis function (RBF) network for multiple input multiple output (MIMO) wireless communication systems. The RBF network is an effective forward neural network, which has the advantages of easy training and fast convergence rate. This RBF network beamforming technique performs better than the higher order statistics based beamformer.