On the Ungerboeck and Forney Observation Models for Spatial Combining And Their Application to 5G Millimeter-Wave Bands

Equivalent discrete-time models for a variety of spatial combining techniques operating in a frequency-selective multipath fading channel are derived. The equivalent discrete-time models are used to perform computer simulations of the post-equalizer bit error rate over a frequency-selective multipat...

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Main Authors: Farah Arabian, Gregory P. Nordin, Michael Rice
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9335958/
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spelling doaj-fcf106564a5145339f474399d02b1ad52021-03-30T15:06:51ZengIEEEIEEE Access2169-35362021-01-019222142223110.1109/ACCESS.2021.30546879335958On the Ungerboeck and Forney Observation Models for Spatial Combining And Their Application to 5G Millimeter-Wave BandsFarah Arabian0https://orcid.org/0000-0001-6763-8605Gregory P. Nordin1Michael Rice2https://orcid.org/0000-0001-5150-4792Department of Electrical and Computer Engineering, Brigham Young University, Provo, UT, USADepartment of Electrical and Computer Engineering, Brigham Young University, Provo, UT, USADepartment of Electrical and Computer Engineering, Brigham Young University, Provo, UT, USAEquivalent discrete-time models for a variety of spatial combining techniques operating in a frequency-selective multipath fading channel are derived. The equivalent discrete-time models are used to perform computer simulations of the post-equalizer bit error rate over a frequency-selective multipath channel whose derivation preserved polarization state information. Two sets of computer simulations were performed. In the first set, the performance of co-located cross-polarized antenna elements was investigated. The results showed that maximum likelihood combining maximizes polarization diversity, but that maximum ratio combining and selection combining were very competitive in the case where the cross-polarized antennas produce one strong channel and a relatively weak channel. Elliptical combining, using a 90° hybrid coupler, produced the worst results. The second set of simulations used a combination of spatial and cross-polarized antenna elements, for a total of eight antenna elements. The simulation results showed that maximum likelihood combining was best, followed by maximum ratio combining, equal gain combining, and selection combining. Again, elliptical combining was the worst, leading to the conclusion that other combining techniques are preferred in frequency-selective fading environments.https://ieeexplore.ieee.org/document/9335958/Frequency-selective multipath fadingtime-domain equalizationdiversity combiningpolarization diversity5G millimeter-wave band
collection DOAJ
language English
format Article
sources DOAJ
author Farah Arabian
Gregory P. Nordin
Michael Rice
spellingShingle Farah Arabian
Gregory P. Nordin
Michael Rice
On the Ungerboeck and Forney Observation Models for Spatial Combining And Their Application to 5G Millimeter-Wave Bands
IEEE Access
Frequency-selective multipath fading
time-domain equalization
diversity combining
polarization diversity
5G millimeter-wave band
author_facet Farah Arabian
Gregory P. Nordin
Michael Rice
author_sort Farah Arabian
title On the Ungerboeck and Forney Observation Models for Spatial Combining And Their Application to 5G Millimeter-Wave Bands
title_short On the Ungerboeck and Forney Observation Models for Spatial Combining And Their Application to 5G Millimeter-Wave Bands
title_full On the Ungerboeck and Forney Observation Models for Spatial Combining And Their Application to 5G Millimeter-Wave Bands
title_fullStr On the Ungerboeck and Forney Observation Models for Spatial Combining And Their Application to 5G Millimeter-Wave Bands
title_full_unstemmed On the Ungerboeck and Forney Observation Models for Spatial Combining And Their Application to 5G Millimeter-Wave Bands
title_sort on the ungerboeck and forney observation models for spatial combining and their application to 5g millimeter-wave bands
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2021-01-01
description Equivalent discrete-time models for a variety of spatial combining techniques operating in a frequency-selective multipath fading channel are derived. The equivalent discrete-time models are used to perform computer simulations of the post-equalizer bit error rate over a frequency-selective multipath channel whose derivation preserved polarization state information. Two sets of computer simulations were performed. In the first set, the performance of co-located cross-polarized antenna elements was investigated. The results showed that maximum likelihood combining maximizes polarization diversity, but that maximum ratio combining and selection combining were very competitive in the case where the cross-polarized antennas produce one strong channel and a relatively weak channel. Elliptical combining, using a 90° hybrid coupler, produced the worst results. The second set of simulations used a combination of spatial and cross-polarized antenna elements, for a total of eight antenna elements. The simulation results showed that maximum likelihood combining was best, followed by maximum ratio combining, equal gain combining, and selection combining. Again, elliptical combining was the worst, leading to the conclusion that other combining techniques are preferred in frequency-selective fading environments.
topic Frequency-selective multipath fading
time-domain equalization
diversity combining
polarization diversity
5G millimeter-wave band
url https://ieeexplore.ieee.org/document/9335958/
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