Robust MSE-Balancing Hierarchical Linear/Tomlinson-Harashima Precoding for Downlink Massive MU-MIMO Systems

Beitrag in einer Fachzeitschrift


Details zur Publikation

Autorinnen und Autoren: Zarei S, Gerstacker W, Weigel R, Vossiek M, Schober R
Zeitschrift: IEEE Transactions on Wireless Communications
Verlag: Institute of Electrical and Electronics Engineers (IEEE)
Jahr der Veröffentlichung: 2018
Band: 17
Heftnummer: 11
Seitenbereich: 7309-7324
ISSN: 1536-1276
Sprache: Englisch


Abstract

In this paper, we propose a robust minimum maximum mean square error
Tomlinson-Harashima precoding (Min-Max-MSE THP) scheme and a
low-complexity robust Min-Max-MSE hierarchical linear/THP (HL-THP)
scheme for downlink massive multiuser multiple-input-multiple-output
(MU-MIMO) systems with imperfect channel state information (CSI) at the
transmitter. The proposed robust Min-Max-MSE HL-THP scheme comprises an
inner linear beamformer (BF), which is designed based on second-order
CSI statistics, and outer THP modules, which exploit the instantaneous
overall CSI of the cascade of the actual channel and the inner BF.
Thereby, the user terminals are divided into groups, where for each
group a THP module successively mitigates the intra-group interference,
whereas the inter-group interference is canceled by the inner BF. To
ensure fairness, we adopt the maximization of the asymptotic
signal-to-leakage-plus-noise ratio in the large system limit and the
Min-Max-MSE as an optimization criterion for designing the inner BF and
the per-group THP modules, respectively. Our analytical and simulation
results show that the proposed robust Min-Max-MSE HL-THP scheme achieves
a substantially improved performance in terms of the Max-MSE, maximum
bit error rate, and minimum rate compared to linear regularized
zero-forcing precoding. Moreover, the performance loss of the proposed
robust Min-Max-MSE HL-THP scheme compared to the robust Min-Max-MSE THP
scheme is small. In addition, our complexity analysis reveals that the
proposed robust Min-Max-MSE HL-THP scheme has a much lower computational
complexity than the Min-Max-MSE THP scheme. Hence, the robust
Min-Max-MSE HL-THP scheme provides a favorable tradeoff between
complexity and performance.


FAU-Autorinnen und Autoren / FAU-Herausgeberinnen und Herausgeber

Gerstacker, Wolfgang Prof. Dr.
Lehrstuhl für Digitale Übertragung
Schober, Robert Prof. Dr.-Ing.
Lehrstuhl für Digitale Übertragung
Vossiek, Martin Prof. Dr.-Ing.
Lehrstuhl für Hochfrequenztechnik
Weigel, Robert Prof. Dr.-Ing.
Lehrstuhl für Technische Elektronik
Zarei, Shahram
Lehrstuhl für Digitale Übertragung


Zitierweisen

APA:
Zarei, S., Gerstacker, W., Weigel, R., Vossiek, M., & Schober, R. (2018). Robust MSE-Balancing Hierarchical Linear/Tomlinson-Harashima Precoding for Downlink Massive MU-MIMO Systems. IEEE Transactions on Wireless Communications, 17(11), 7309-7324. https://dx.doi.org/10.1109/twc.2018.2866112

MLA:
Zarei, Shahram, et al. "Robust MSE-Balancing Hierarchical Linear/Tomlinson-Harashima Precoding for Downlink Massive MU-MIMO Systems." IEEE Transactions on Wireless Communications 17.11 (2018): 7309-7324.

BibTeX: 

Zuletzt aktualisiert 2019-01-02 um 12:08