Ecole d'ingénieur et centre de recherche en Sciences du numérique

Low-rank channel estimation for mm-wave multiple antenna systems using joint spatio-temporal covariance Matrix

Chen-Hu, Kun; Slock, Dirk T.M; Garcia Armada, Ana

ICC 2019, IEEE International Conference on Communications : Workshop on mmWave Comm's for 5G and B5G (MWC5G), 24 May 2019, Shanghai, China

Millimeter-Wave (mm-Wave) and very large multiple antenna systems (VLMAS) are two key technologies in the deployment of Fifth Generation (5G) mobile communication systems. In order to exploit all the benefits of VLMAS, spatial and temporal (ST) features must be estimated and exploited to compute the precoding/decoding matrices. In the literature, a practical channel estimation approach is proposed by assuming that the spatial features are completely unknown, leading to nonparametric estimation in which antenna array calibration is not required. Additionally, when the signal-to-noise ratio (SNR) is not so high, a low-rank (LR) version of the estimated channel is proposed that provides better performance than the full-rank (FR) one in terms of bias-variance trade-off in the mean squared error (MSE). However, previous work assumes that spatial and temporal characteristics of the channel can be estimated separately. Then, the performance is degraded in realistic channels. In this paper, we propose an alternative way to characterize the FR estimated channel using a joint ST covariance matrix, combined with a low-complexity semi-parametric spatial response and delay estimation technique. Moreover, we propose an automatic rankselector (ARS) based on the MSE in order to provide the best LR channel estimation for each scenario. Numerical results show that the proposed technique outperforms existing approaches in the literature.

Document Doi Bibtex

Titre:Low-rank channel estimation for mm-wave multiple antenna systems using joint spatio-temporal covariance Matrix
Type:Conférence
Langue:English
Ville:Shanghai
Pays:CHINE
Date:
Département:Systèmes de Communication
Eurecom ref:5861
Copyright: © 2019 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Bibtex: @inproceedings{EURECOM+5861, doi = {http://dx.doi.org/10.1109/ICCW.2019.8757027}, year = {2019}, title = {{L}ow-rank channel estimation for mm-wave multiple antenna systems using joint spatio-temporal covariance {M}atrix}, author = {{C}hen-{H}u, {K}un and {S}lock, {D}irk {T}.{M} and {G}arcia {A}rmada, {A}na}, booktitle = {{ICC} 2019, {IEEE} {I}nternational {C}onference on {C}ommunications : {W}orkshop on mm{W}ave {C}omm's for 5{G} and {B}5{G} ({MWC}5{G}), 24 {M}ay 2019, {S}hanghai, {C}hina }, address = {{S}hanghai, {CHINE}}, month = {05}, url = {http://www.eurecom.fr/publication/5861} }
Voir aussi: