Deep learning-aided high-precision data detection for massive MU-MIMO systems

The data detector for future wireless system needs to achieve high throughput and low bit error rate (BER) with low computational complexity. In this paper, we propose a deep neural networks (DNNs) learning aided iterative detection algorithm. We first propose a convex optimization-based method for...

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Bibliographic Details
Main Authors: Yang Sen, Li Zerun, Wei Jinhui, Xing Zuocheng
Format: Article
Language:English
Published: EDP Sciences 2021-01-01
Series:MATEC Web of Conferences
Online Access:https://www.matec-conferences.org/articles/matecconf/pdf/2021/05/matecconf_cscns20_04007.pdf