LAUSR

Quantization Design for Deep Learning-Based CSI Feedback

Sign Up to like & get
recommendations!
0 Published in 2025 at "IEEE Wireless Communications Letters"

DOI: 10.1109/lwc.2025.3570965

Abstract: Deep learning-based autoencoders have been employed to compress and reconstruct channel state information (CSI) in frequency-division duplex systems. Practical implementations require judicious quantization of encoder outputs for digital transmission. In this letter, we propose a… read more here.

Keywords: deep learning; design deep; quantization; quantization design ... See more keywords