An Explanation of Deep MIMO Detection From a Perspective of Homotopy Optimization

Since the work of detection network (DetNet) by Samuel, Diskin and Wiesel in 2017, deep unfolding for MIMO detection has become a popular topic. We have witnessed significant growth of this topic, wherein various forms of deep unfolding were attempted in the empirical way. DetNet takes insight from...

Full description

Bibliographic Details
Main Authors: Mingjie Shao, Wing-Kin Ma, Junbin Liu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Open Journal of Signal Processing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10041793/