Research Article

A Convolutional Self-Attention Network for CSI Reconstruction in MIMO System

Table 2

Effect of training epoch on CSANet NMSE (dB) performance.

Training schemeTraining epoch
50010001500200025003000

CSANet-const29.24-30.66-31.50-32.21-32.25-32.32
CSANet-cosine31.48-32.91-33.59-34.18-34.33-34.43