GLSE Precoders for Massive MIMO Systems: Analysis and Applications

Journal article
(Original article)


Publication Details

Author(s): Bereyhi A, Sedaghat MA, Müller R, Fischer G
Journal: IEEE Transactions on Wireless Communications
Publication year: 2018
ISSN: 1536-1276
Language: English


Abstract

This paper proposes the class of Generalized Least-Square-Error (GLSE)
precoders for multiuser massive MIMO systems. For a generic transmit
constellation, GLSE precoders minimize the interference at user terminals
assuring that given constraints on the transmit signals are satisfied. The
general form of these precoders enables us to impose multiple restrictions at
the transmit signal such as limited peak power and restricted number of active
transmit antennas. Invoking the replica method from statistical mechanics, we
study the performance of GLSE precoders in the large-system limit. We show that
the output symbols of these precoders are identically distributed and their
statistics are described with an equivalent scalar GLSE precoder. Using the
asymptotic results, we further address some applications of the GLSE precoders;
namely forming transmit signals over a restricted alphabet and transmit antenna
selection. Our investigations demonstrate that a computationally efficient GLSE
precoder requires 41% fewer active transmit antennas than conventional
selection protocols in order to achieve a desired level of input-output
distortion.


FAU Authors / FAU Editors

Bereyhi, Ali
Lehrstuhl für Digitale Übertragung
Fischer, Georg Prof. Dr.-Ing.
Professur für Technische Elektronik
Müller, Ralf Prof. Dr.-Ing.
Professur für Informationsübertragung
Sedaghat, Mohammad Ali
Lehrstuhl für Digitale Übertragung


Research Fields

Informations- und Kommunikationstechnik
Research focus area of a faculty: Technische Fakultät


How to cite

APA:
Bereyhi, A., Sedaghat, M.A., Müller, R., & Fischer, G. (2018). GLSE Precoders for Massive MIMO Systems: Analysis and Applications. IEEE Transactions on Wireless Communications.

MLA:
Bereyhi, Ali, et al. "GLSE Precoders for Massive MIMO Systems: Analysis and Applications." IEEE Transactions on Wireless Communications (2018).

BibTeX: 

Last updated on 2019-15-01 at 16:08