Title
Joint User Selection And Precoding In Multiuser Mimo Systems Via Group Lasso
Abstract
Joint user selection and precoding in multiuser MIMO settings can be interpreted as group sparse recovery in linear models. In this problem, a signal with group sparsity is to be reconstructed from an underdetermined system of equations. This paper utilizes this equivalent interpretation and develops a computationally tractable algorithm based on the method of group LASSO. Compared to the state of the art, the proposed scheme shows performance enhancements in two different respects: higher achievable sum-rate and lower interference at the non-selected user terminals.
Year
DOI
Venue
2019
10.1109/PIMRC.2019.8904210
PIMRC
Keywords
Field
DocType
User selection, precoding, group LASSO, massive MIMO
Mimo systems,Computer science,Group lasso,Computer network,Computer engineering,Precoding
Conference
ISSN
Citations 
PageRank 
2166-9570
0
0.34
References 
Authors
0
4
Name
Order
Citations
PageRank
Saba Asaad1197.16
Ali Bereyhi23714.09
R. Muller31206124.92
Rafael F. Schaefer416535.85