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Outdoor-to-Indoor Office MIMO Measurements and Analysis at 5.2 GHz

The outdoor-to-indoor wireless propagation channel is of interest for cellular and wireless local area network applications. This paper presents the measurement results and analysis based on our multiple-input-multiple-output (MIMO) measurement campaign, which is one of the first to characterize the...

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Published in:IEEE transactions on vehicular technology 2008-05, Vol.57 (3), p.1374-1386
Main Authors: Wyne, S., Molisch, A.F., Almers, P., Eriksson, G., Karedal, J., Tufvesson, F.
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description The outdoor-to-indoor wireless propagation channel is of interest for cellular and wireless local area network applications. This paper presents the measurement results and analysis based on our multiple-input-multiple-output (MIMO) measurement campaign, which is one of the first to characterize the outdoor-to-indoor channel. The measurements were performed at 5.2 GHz; the receiver was placed indoors at 53 different locations in an office building, and the transmitter was placed at three "base station" positions on a nearby rooftop. We report on the root-mean-square (RMS) angular spread, building penetration, and other statistical parameters that characterize the channel. Our analysis is focused on three MIMO channel assumptions often used in stochastic models. 1) It is commonly assumed that the channel matrix can be represented as a sum of a line-of-sight (LOS) contribution and a zero-mean complex Gaussian distribution. Our investigation shows that this model does not adequately represent our measurement data. 2) It is often assumed that the Rician if-factor is equal to the power ratio of the LOS component and the other multipath components (MPCs). We show that this is not the case, and we highlight the difference between the Rician if-factor often associated with LOS channels and a similar power ratio for the estimated LOS MPC. 3) A widespread assumption is that the full correlation matrix of the channel can be decomposed into a Kronecker product of the correlation matrices at the transmit and receive array. Our investigations show that the direction-of-arrival (DOA) spectrum noticeably depends on the direction-of-departure (DOD); therefore, the Kronecker model is not applicable, and models with less-restrictive assumptions on the channel, e.g., the Weichselberger model or the full correlation model, should be used.
doi_str_mv 10.1109/TVT.2007.909272
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This paper presents the measurement results and analysis based on our multiple-input-multiple-output (MIMO) measurement campaign, which is one of the first to characterize the outdoor-to-indoor channel. The measurements were performed at 5.2 GHz; the receiver was placed indoors at 53 different locations in an office building, and the transmitter was placed at three "base station" positions on a nearby rooftop. We report on the root-mean-square (RMS) angular spread, building penetration, and other statistical parameters that characterize the channel. Our analysis is focused on three MIMO channel assumptions often used in stochastic models. 1) It is commonly assumed that the channel matrix can be represented as a sum of a line-of-sight (LOS) contribution and a zero-mean complex Gaussian distribution. Our investigation shows that this model does not adequately represent our measurement data. 2) It is often assumed that the Rician if-factor is equal to the power ratio of the LOS component and the other multipath components (MPCs). We show that this is not the case, and we highlight the difference between the Rician if-factor often associated with LOS channels and a similar power ratio for the estimated LOS MPC. 3) A widespread assumption is that the full correlation matrix of the channel can be decomposed into a Kronecker product of the correlation matrices at the transmit and receive array. 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Electrical power engineering ; Electrical power engineering ; Elektroteknik och elektronik ; Engineering and Technology ; Exact sciences and technology ; Kronecker model ; line-of-sight (LOS) power factor ; LOS power factor ; Matrices ; Matrix decomposition ; MIMO ; multiple-input multiple-output (MIMO) ; NATURAL SCIENCES ; NATURVETENSKAP ; Networks and services in france and abroad ; Offices ; Performance evaluation ; Position measurement ; Power networks and lines ; Radiocommunications ; Rician channels ; Rician K -factor ; Spreads ; Stochastic models ; Stochastic processes ; Studies ; Systems, networks and services of telecommunications ; Teknik ; Telecommunications ; Telecommunications and information theory ; Teleprocessing networks. Isdn ; Transmission and modulation (techniques and equipments) ; Transmitters ; Transmitters. 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Our investigation shows that this model does not adequately represent our measurement data. 2) It is often assumed that the Rician if-factor is equal to the power ratio of the LOS component and the other multipath components (MPCs). We show that this is not the case, and we highlight the difference between the Rician if-factor often associated with LOS channels and a similar power ratio for the estimated LOS MPC. 3) A widespread assumption is that the full correlation matrix of the channel can be decomposed into a Kronecker product of the correlation matrices at the transmit and receive array. Our investigations show that the direction-of-arrival (DOA) spectrum noticeably depends on the direction-of-departure (DOD); therefore, the Kronecker model is not applicable, and models with less-restrictive assumptions on the channel, e.g., the Weichselberger model or the full correlation model, should be used.</description><subject>Angular dispersion</subject><subject>Applied sciences</subject><subject>Arrays</subject><subject>Base stations</subject><subject>Business and industry local networks</subject><subject>Cellular</subject><subject>Cellular networks</subject><subject>channel sounding</subject><subject>Channels</subject><subject>Correlation</subject><subject>direction of arrival</subject><subject>direction of departure</subject><subject>direction-of-arrival (DOA)</subject><subject>direction-of-departure (DOD)</subject><subject>Electrical Engineering, Electronic Engineering, Information Engineering</subject><subject>Electrical engineering. Electrical power engineering</subject><subject>Electrical power engineering</subject><subject>Elektroteknik och elektronik</subject><subject>Engineering and Technology</subject><subject>Exact sciences and technology</subject><subject>Kronecker model</subject><subject>line-of-sight (LOS) power factor</subject><subject>LOS power factor</subject><subject>Matrices</subject><subject>Matrix decomposition</subject><subject>MIMO</subject><subject>multiple-input multiple-output (MIMO)</subject><subject>NATURAL SCIENCES</subject><subject>NATURVETENSKAP</subject><subject>Networks and services in france and abroad</subject><subject>Offices</subject><subject>Performance evaluation</subject><subject>Position measurement</subject><subject>Power networks and lines</subject><subject>Radiocommunications</subject><subject>Rician channels</subject><subject>Rician K -factor</subject><subject>Spreads</subject><subject>Stochastic models</subject><subject>Stochastic processes</subject><subject>Studies</subject><subject>Systems, networks and services of telecommunications</subject><subject>Teknik</subject><subject>Telecommunications</subject><subject>Telecommunications and information theory</subject><subject>Teleprocessing networks. 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Our investigation shows that this model does not adequately represent our measurement data. 2) It is often assumed that the Rician if-factor is equal to the power ratio of the LOS component and the other multipath components (MPCs). We show that this is not the case, and we highlight the difference between the Rician if-factor often associated with LOS channels and a similar power ratio for the estimated LOS MPC. 3) A widespread assumption is that the full correlation matrix of the channel can be decomposed into a Kronecker product of the correlation matrices at the transmit and receive array. Our investigations show that the direction-of-arrival (DOA) spectrum noticeably depends on the direction-of-departure (DOD); therefore, the Kronecker model is not applicable, and models with less-restrictive assumptions on the channel, e.g., the Weichselberger model or the full correlation model, should be used.</abstract><cop>New York, NY</cop><pub>IEEE</pub><doi>10.1109/TVT.2007.909272</doi><tpages>13</tpages><oa>free_for_read</oa></addata></record>
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source IEEE Electronic Library (IEL) Journals
subjects Angular dispersion
Applied sciences
Arrays
Base stations
Business and industry local networks
Cellular
Cellular networks
channel sounding
Channels
Correlation
direction of arrival
direction of departure
direction-of-arrival (DOA)
direction-of-departure (DOD)
Electrical Engineering, Electronic Engineering, Information Engineering
Electrical engineering. Electrical power engineering
Electrical power engineering
Elektroteknik och elektronik
Engineering and Technology
Exact sciences and technology
Kronecker model
line-of-sight (LOS) power factor
LOS power factor
Matrices
Matrix decomposition
MIMO
multiple-input multiple-output (MIMO)
NATURAL SCIENCES
NATURVETENSKAP
Networks and services in france and abroad
Offices
Performance evaluation
Position measurement
Power networks and lines
Radiocommunications
Rician channels
Rician K -factor
Spreads
Stochastic models
Stochastic processes
Studies
Systems, networks and services of telecommunications
Teknik
Telecommunications
Telecommunications and information theory
Teleprocessing networks. Isdn
Transmission and modulation (techniques and equipments)
Transmitters
Transmitters. Receivers
Users connections and in door installation
Virtual channel representation
virtual channel representation (VCR)
Weichselberger model
Wireless communication
Wireless LAN
title Outdoor-to-Indoor Office MIMO Measurements and Analysis at 5.2 GHz
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