Channel estimation via GAMP for millimeter wave hybrid massive MIMO systems
Published in Frequenz, 2022
Recommended citation: Q. Huang and A. Hu, "Channel estimation via GAMP for millimeter wave hybrid massive MIMO systems," Frequenz, Feb. 2022.
Link to code: https://github.com/anzhonghu/Channel-Estimation-via-GAMP-for-Millimeter-Wave-Hybrid-Massive-MIMO-Systems
In this paper, we study the channel estimation problem for the millimeter wave (mm-wave) hybrid massive multiple-input multiple-output (MIMO) system. Based on the sparsity exhibited by the mm-wave channel in the angular domain, we select a portion of the beams that contribute to the communication process from the beam- space. Then, the generalized approximate message passing (GAMP) is employed to estimate the corresponding channel parameters.