Millimeter wave MIMO channel tracking systems

Jiguang He; Taejoon Kim; Hadi Ghauch; Kunpeng Liu; Guangjian Wang

doi:10.1109/GLOCOMW.2014.7063467

Millimeter wave MIMO channel tracking systems

Jiguang He
, Taejoon Kim
, Hadi Ghauch
, Kunpeng Liu
, Guangjian Wang

Department of Electrical Engineering

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

77 Citations (Scopus)

Abstract

We consider channel/subspace tracking systems for temporally correlated millimeter wave (e.g., E-band) multiple-input multiple-output (MIMO) channels. Our focus is given to the tracking algorithm in the non-line-of-sight (NLoS) environment, where the transmitter and the receiver are equipped with hybrid analog/digital precoder and combiner, respectively. In the absence of straightforward time-correlated channel model in the millimeter wave MIMO literature, we present a temporal MIMO channel evolution model for NLoS millimeter wave scenarios. Considering that conventional MIMO channel tracking algorithms in microwave bands are not directly applicable, we propose a new channel tracking technique based on sequentially updating the precoder and combiner. Numerical results demonstrate the superior channel tracking ability of the proposed technique over independent sounding approach in the presented channel model and the spatial channel model (SCM) adopted in 3GPP specification. © 2014 IEEE.

Original language	English
Title of host publication	2014 IEEE Globecom Workshops (GC Wkshps)
Publisher	IEEE
Pages	416-421
ISBN (Electronic)	9781479974702
DOIs	https://doi.org/10.1109/GLOCOMW.2014.7063467
Publication status	Published - Dec 2014
Event	2014 IEEE Globecom Workshops (IEEE GLOBECOM 2014) - Hilton Austin, Austin, United States Duration: 8 Dec 2014 → 12 Dec 2014 https://globecom2014.ieee-globecom.org/hotel.html

Publication series

Name
ISSN (Print)	2166-0077

Conference

Conference	2014 IEEE Globecom Workshops (IEEE GLOBECOM 2014)
Place	United States
City	Austin
Period	8/12/14 → 12/12/14
Internet address	https://globecom2014.ieee-globecom.org/hotel.html

Research Keywords

Channel/subspace tracking
Millimeter wave MIMO
Spatial multiplexing
Temporally correlated channel

Access Output

10.1109/GLOCOMW.2014.7063467

Other Access Options

Check CityUHK Library

Permanent Link

Right click to copy link

Cite this

@inproceedings{702042f71526405eb6d7e72eeef04ebe,

title = "Millimeter wave MIMO channel tracking systems",

abstract = "We consider channel/subspace tracking systems for temporally correlated millimeter wave (e.g., E-band) multiple-input multiple-output (MIMO) channels. Our focus is given to the tracking algorithm in the non-line-of-sight (NLoS) environment, where the transmitter and the receiver are equipped with hybrid analog/digital precoder and combiner, respectively. In the absence of straightforward time-correlated channel model in the millimeter wave MIMO literature, we present a temporal MIMO channel evolution model for NLoS millimeter wave scenarios. Considering that conventional MIMO channel tracking algorithms in microwave bands are not directly applicable, we propose a new channel tracking technique based on sequentially updating the precoder and combiner. Numerical results demonstrate the superior channel tracking ability of the proposed technique over independent sounding approach in the presented channel model and the spatial channel model (SCM) adopted in 3GPP specification. {\textcopyright} 2014 IEEE.",

keywords = "Channel/subspace tracking, Millimeter wave MIMO, Spatial multiplexing, Temporally correlated channel",

author = "Jiguang He and Taejoon Kim and Hadi Ghauch and Kunpeng Liu and Guangjian Wang",

year = "2014",

month = dec,

doi = "10.1109/GLOCOMW.2014.7063467",

language = "English",

publisher = "IEEE",

pages = "416--421",

booktitle = "2014 IEEE Globecom Workshops (GC Wkshps)",

address = "United States",

note = "2014 IEEE Globecom Workshops (IEEE GLOBECOM 2014) ; Conference date: 08-12-2014 Through 12-12-2014",

url = "https://globecom2014.ieee-globecom.org/hotel.html",

}

TY - GEN

T1 - Millimeter wave MIMO channel tracking systems

AU - He, Jiguang

AU - Kim, Taejoon

AU - Ghauch, Hadi

AU - Liu, Kunpeng

AU - Wang, Guangjian

PY - 2014/12

Y1 - 2014/12

N2 - We consider channel/subspace tracking systems for temporally correlated millimeter wave (e.g., E-band) multiple-input multiple-output (MIMO) channels. Our focus is given to the tracking algorithm in the non-line-of-sight (NLoS) environment, where the transmitter and the receiver are equipped with hybrid analog/digital precoder and combiner, respectively. In the absence of straightforward time-correlated channel model in the millimeter wave MIMO literature, we present a temporal MIMO channel evolution model for NLoS millimeter wave scenarios. Considering that conventional MIMO channel tracking algorithms in microwave bands are not directly applicable, we propose a new channel tracking technique based on sequentially updating the precoder and combiner. Numerical results demonstrate the superior channel tracking ability of the proposed technique over independent sounding approach in the presented channel model and the spatial channel model (SCM) adopted in 3GPP specification. © 2014 IEEE.

AB - We consider channel/subspace tracking systems for temporally correlated millimeter wave (e.g., E-band) multiple-input multiple-output (MIMO) channels. Our focus is given to the tracking algorithm in the non-line-of-sight (NLoS) environment, where the transmitter and the receiver are equipped with hybrid analog/digital precoder and combiner, respectively. In the absence of straightforward time-correlated channel model in the millimeter wave MIMO literature, we present a temporal MIMO channel evolution model for NLoS millimeter wave scenarios. Considering that conventional MIMO channel tracking algorithms in microwave bands are not directly applicable, we propose a new channel tracking technique based on sequentially updating the precoder and combiner. Numerical results demonstrate the superior channel tracking ability of the proposed technique over independent sounding approach in the presented channel model and the spatial channel model (SCM) adopted in 3GPP specification. © 2014 IEEE.

KW - Channel/subspace tracking

KW - Millimeter wave MIMO

KW - Spatial multiplexing

KW - Temporally correlated channel

U2 - 10.1109/GLOCOMW.2014.7063467

DO - 10.1109/GLOCOMW.2014.7063467

M3 - RGC 32 - Refereed conference paper (with host publication)

SP - 416

EP - 421

BT - 2014 IEEE Globecom Workshops (GC Wkshps)

PB - IEEE

T2 - 2014 IEEE Globecom Workshops (IEEE GLOBECOM 2014)

Y2 - 8 December 2014 through 12 December 2014

ER -

Millimeter wave MIMO channel tracking systems

Abstract

Publication series

Conference

Research Keywords

Access Output

Other Access Options

Permanent Link

Fingerprint

Cite this