Channel prediction for millimeter wave MIMO systems in 3D propagation environments

Ramoni Adeogun; Paul Teal; Pawel Dmochowski

doi:10.1109/ICT.2017.7998255

Channel prediction for millimeter wave MIMO systems in 3D propagation environments

Ramoni Adeogun
, Paul Teal
, Pawel Dmochowski

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

8 Citations (Scopus)

Abstract

This paper presents a channel prediction method for MIMO systems operating at millimeter wave (mmWave) frequencies in 3D propagation environments. Based on recent 3D model for mmWave channels, an ESPRIT/Unitary ESPRIT approach is proposed for jointly extracting the azimuth, elevation and Doppler parameters of the channel. The MMSE minimum description length (MMDL) criterion is utilize for proper selection of the number of dominant paths. Temporal extrapolation of the estimated model is then performed to obtain future states of the channel. A closed form expression for the performance bound on the estimation and prediction of 3D multiantenna channels with uniform planar array is also derived. The performance of the method is evaluated via numerical simulations.

Original language	English
Title of host publication	2017 24th International Conference on Telecommunications (ICT)
Number of pages	5
Publisher	IEEE (Institute of Electrical and Electronics Engineers)
Publication date	Aug 2017
ISBN (Electronic)	978-1-5386-0643-8
DOIs	https://doi.org/10.1109/ICT.2017.7998255
Publication status	Published - Aug 2017
Externally published	Yes
Event	International conference on Telecommunications - Limassol, Cyprus Duration: 3 May 2017 → 5 May 2017

Conference

Conference	International conference on Telecommunications
Country/Territory	Cyprus
City	Limassol
Period	03/05/2017 → 05/05/2017

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10.1109/ICT.2017.7998255

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@inproceedings{71ac76a793454828998f9d096fdf580c,

title = "Channel prediction for millimeter wave MIMO systems in 3D propagation environments",

abstract = "This paper presents a channel prediction method for MIMO systems operating at millimeter wave (mmWave) frequencies in 3D propagation environments. Based on recent 3D model for mmWave channels, an ESPRIT/Unitary ESPRIT approach is proposed for jointly extracting the azimuth, elevation and Doppler parameters of the channel. The MMSE minimum description length (MMDL) criterion is utilize for proper selection of the number of dominant paths. Temporal extrapolation of the estimated model is then performed to obtain future states of the channel. A closed form expression for the performance bound on the estimation and prediction of 3D multiantenna channels with uniform planar array is also derived. The performance of the method is evaluated via numerical simulations. ",

author = "Ramoni Adeogun and Paul Teal and Pawel Dmochowski",

year = "2017",

month = aug,

doi = "10.1109/ICT.2017.7998255",

language = "English",

booktitle = "2017 24th International Conference on Telecommunications (ICT)",

publisher = "IEEE (Institute of Electrical and Electronics Engineers)",

address = "United States",

note = "International conference on Telecommunications ; Conference date: 03-05-2017 Through 05-05-2017",

}

Channel prediction for millimeter wave MIMO systems in 3D propagation environments. / Adeogun, Ramoni; Teal, Paul; Dmochowski, Pawel.
2017 24th International Conference on Telecommunications (ICT). IEEE (Institute of Electrical and Electronics Engineers), 2017.

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

TY - GEN

T1 - Channel prediction for millimeter wave MIMO systems in 3D propagation environments

AU - Adeogun, Ramoni

AU - Teal, Paul

AU - Dmochowski, Pawel

PY - 2017/8

Y1 - 2017/8

N2 - This paper presents a channel prediction method for MIMO systems operating at millimeter wave (mmWave) frequencies in 3D propagation environments. Based on recent 3D model for mmWave channels, an ESPRIT/Unitary ESPRIT approach is proposed for jointly extracting the azimuth, elevation and Doppler parameters of the channel. The MMSE minimum description length (MMDL) criterion is utilize for proper selection of the number of dominant paths. Temporal extrapolation of the estimated model is then performed to obtain future states of the channel. A closed form expression for the performance bound on the estimation and prediction of 3D multiantenna channels with uniform planar array is also derived. The performance of the method is evaluated via numerical simulations.

AB - This paper presents a channel prediction method for MIMO systems operating at millimeter wave (mmWave) frequencies in 3D propagation environments. Based on recent 3D model for mmWave channels, an ESPRIT/Unitary ESPRIT approach is proposed for jointly extracting the azimuth, elevation and Doppler parameters of the channel. The MMSE minimum description length (MMDL) criterion is utilize for proper selection of the number of dominant paths. Temporal extrapolation of the estimated model is then performed to obtain future states of the channel. A closed form expression for the performance bound on the estimation and prediction of 3D multiantenna channels with uniform planar array is also derived. The performance of the method is evaluated via numerical simulations.

U2 - 10.1109/ICT.2017.7998255

DO - 10.1109/ICT.2017.7998255

M3 - Article in proceeding

BT - 2017 24th International Conference on Telecommunications (ICT)

PB - IEEE (Institute of Electrical and Electronics Engineers)

T2 - International conference on Telecommunications

Y2 - 3 May 2017 through 5 May 2017

ER -

Channel prediction for millimeter wave MIMO systems in 3D propagation environments

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