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7/27/2019 OUTDOOR-TO-INDOOR PROPAGATION MODELLING WITH THE IDENTIFICATION OF PATH PASSING THROUGH WALL OP
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OUTDOOR-TO-INDOOR PROPAGATION MODELLING
WITH THE IDENTIFICATION OF PATH PASSING THROUGH WALL OPENINGS
Yuko MIURA, Yasuhiro ODA, and Tokio TAGA
Wireless Laboratories, NTT DoCoMo, Inc.
3-5 Hikari-no-oka, Yokosuka-shi, Kanagawa, 239-8536, Japan
E-mail: [email protected]
Abstract - This paper proposes a new propagation model to
accurately predict outdoor-to-indoor propagation loss.
Account is taken of the structural openings along the paths;
it is assumed that outdoor-to-indoor paths are possible only
through wall openings such as doors and windows.
Introducing the angle dependency of the losses with the
paths that penetrate the indoor area makes it possible to
accurately predict outdoor-to-indoor propagation loss.
Measurements in a microcellular environment show that theproposed model can predict outdoor-to-indoor propagation
loss more accurately than the COST231 model.
Keywords - Mobile communication, radio propagation,
Building penetration, Path passing through wall opening,
Indoor angle dependency.
I.INTRODUCTIONDue to the increased use of mobile phones, it is
becoming more important to ensure that mobile
communication systems cover more indoor areas [1]. In
some buildings, the indoor service area is established by
exclusive indoor base station antennas. Actually, however,
most indoor mobile communication is established by radio
paths from outdoor base stations.
Path losses into buildings are influenced by the
building's wall structure and indoor furniture arrangement.
The COST231 model [2] assumes that the radio waves
penetrate the building's external wall that is in direct view
(line of sight) of the base station, and that the penetration
point on the wall is the point closest to the mobile station.
External walls are assumed to be uniform and made of
ferroconcrete or other such common materials. Generally
speaking, the penetration loss of ferroconcrete walls is larger
than wood or glass walls [3]. It seems obvious that mostbuildings have several wall openings such as doors and
windows, and that the penetration paths through these
openings have lower penetration loss than the wall
penetration paths assumed by the COST231 model [4]. The
difference will lead to errors predicting the outdoor-to-
indoor propagation path losses, especially on large buildings.
This paper proposes a new penetration model that
considers the paths through wall openings when calculating
the outdoor-to-indoor propagation loss. This paper is
structured as follows. Section II explains the COST231
model briefly. Section III presents proposed penetration
model and describes its parameters. It also derives
expressions and discusses issues such as angular
dependency of incoming and outgoing paths at wall
openings, indoor attenuation coefficient, and application
approaches for macro or micro cell environments. Section
IV"presents some coefficients of an actual building asdetermined by measurements. Section V describes
measurement results at a department store on an urban
microcell environment, and discusses the validity of theproposed model in a comparison to the COST231 model.
Finally, Section VI summarizes the results.
II.COST231 MODELIn the COST231 model, the penetration point is the point
on the line-of-sight wall closest to the mobile station
regardless of wall structure (Fig. 1). The radio waves
transmitted by the base station penetrate the wall at this
point and propagate inside building to the mobile. Outdoor-
to-indoor propagation loss is calculated by the following
expression:
Lp=Lf(S+d)+We+WGe (1- cos)2+ (d-2) (1- cos)2, (1)
where S is the distance between the base station and the wall
penetration point, and d is the distance from the external
wall to the mobile station. is the grazing angle of the
external wall. Lf() is the free space propagation loss for the
distance between base-mobile station. TermWe is the loss in
dB of an externally illuminated wall with perpendicular
Door
d2
External Wall
Lp
BS
d1
Proposed Model
LOS Wall
Door 2
1
S2
1
2
1
2
Path 1
Path 2
MS
Door 1
S
COST231 Model
We
S
d
Figure 1. COST231 model and proposed model
0-7803-7589-0/02/$17.00 2002 IEEE PIMRC 2002
7/27/2019 OUTDOOR-TO-INDOOR PROPAGATION MODELLING WITH THE IDENTIFICATION OF PATH PASSING THROUGH WALL OP
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penetration, =0. WGe is the additional loss in dB in the
external wall when =90. is the specific indoor
attenuation constant and has units of dB/m.
III.PROPOSED MODELRadio waves transmitted by the base station firstpropagate outdoors to the building's external wall. Next, the
radio waves penetrate the building's external wall. Last, the
penetration waves propagate inside the building to the
receiver.Outdoor-to-indoor propagation loss is estimated by
predicting the propagation losses of these three parts. The
losses of these three propagation processes can be calculated
individually, and the path loss between base station and
mobile station can be expressed as the sum of these losses in
dB.
Lp = Lout + Lpn+ Lin (2)
Lout is outdoor propagation loss, Lpn is building penetration
loss, and Lin is indoor propagation loss.The COST231 model assumes that the radio waves
penetrate the external wall at the point closest to the
receiver (Fig. 1), but the penetration loss of external walls,
usually ferroconcrete or other such materials, is much larger
than the penetration loss of openings consisting of glass i.e.
windows [3][5][6]. It is reasonable, therefore, to assume that
paths through wall openings will have lower total path
losses than the wall penetration paths assumed by the
COST231 model, even though the propagation distance of
the paths through wall openings are longer. That is, if there
are wall openings on the building's external wall, the paths
through the wall openings dominate the reception process
and determine the path loss at the reception point. Thispaper proposes the following expression to calculate
building penetration loss for paths going through wall
openings. If there are several wall openings, the received
level is the sum of path levels of paths through all such wall
openings.
Lpn,1 = We + WGe (1- cos 1)2
+f(1) "(3)Equation (3) describes the penetration loss of path 1 in Fig.
1. The first term, We, is the loss across the wall opening with
perpendicular penetration (=90). The second term is the
outdoor angular dependency and equals the COST231 term
[2][7]. The third term is the indoor angular dependency from
wall opening to receiver. This paper assumes that pathsthrough wall openings are dominant, and that the paths from
the wall openings to the receiver are not, generally,
perpendicular to the wall. The propagation loss of these
paths is altered by the indoor grazing angle, i.e. such as
diffraction loss.
There are several indoor propagation models such as [8],
for simplicity, it is convenient to use a constant loss per unit
distance in this model. The following expression describes
the indoor propagation loss of path 1 calculated by this
model:
TABLE I EXPERIMENTAL CONFIGURATIONFrequency 8.45 GHz (CW)
Power +40 dBm
Transmitter antenna height 14 m
Receiver antenna height 0.3 m
300 m
10m Door
inside 13 m
Receiver
38 m
Tx2 Tx1
37 m
Figure 2. Measurement of indoor attenuation coefficient
150 m
300 m
100m
Copyright (C) 2000 ZENRIN CO.,LTD.
Transmitter
Chuo
Ave
.
Measured Building(Department store)
Figure 3. Map of We measurement
23.5 m
23.5 m
30.7 m 33.6 m
14.2 m 60.8 m 16 m5.4 m 5.4 m
5.9 m20.7 m
10.9 m
17.7m64.7
m
101.8m
13 m
Door
Door2Door3
Door4Door5
Door1
ChuoAve.
Measured Position
Figure 4. Indoor receiver position for We measurements
7/27/2019 OUTDOOR-TO-INDOOR PROPAGATION MODELLING WITH THE IDENTIFICATION OF PATH PASSING THROUGH WALL OP
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Lin,1 = d1 (4)
is the attenuation coefficient for uniform indoor
propagation media and is generally is unique to each
building.
To well handle the various conditions of building and
base stations possible, the outdoor propagation loss, Lout, is
calculated by the propagation loss predicted for the macro
cell [9][10] or micro cell [11] as appropriate.
IV.PARAMETER MEASUREMENTIt is necessary to acquire We (penetration loss of wall
openings), (indoor attenuation coefficient) and f()
(indoor angular dependency) to implement the proposed
model. Term We and depend on the material and/or
structure of the building. A series of field tests was
conducted at a department store, and We and for this
building were measured. The indoor angular dependency
was also measured at the same time.
A.Measurement campaign of the parametersTABLE I shows the measurement conditions. The
building was a department store. A transmitter was set in
direct view of the building. An omni-directional antenna
was used when the distance between transmitter and the
building was equal to or less than 150 m, and a directional
antenna, 3-dB width of 60, was used when the distance was
300 m. Propagation loss was measured every 0.2 m inside
building.
B.Indoor attenuation coefficient ()Propagation loss was measured on an aisle nearly
perpendicular to the wall openings to remove the effect of
the indoor angular dependency. The transmitter was set 10
m outside the door (Tx1) and 300m from the door (Tx2) on
the same line-of-sight road. The propagation loss was
measured over a 38 m course along an aisle starting some
13m from a glass door (Fig. 2). Indoor attenuation
coefficient, , was taken as the coefficient of the 1 m
average of measured propagation loss over the measurement
course. Two values of , determined using transmitter
positions Tx1 and Tx2, were acquired. The mean value of
was 0.348 (dB/m).
C.Penetration loss of wall opening (We)The building had 5 doors that faced three different roads.
The transmitter was set at 150m and 300m from the building
on these roads (Fig. 3) and 5 m average propagation losses
were measured both outside and inside the line-of-sight door.
Inside propagation loss was measured some 13 m from the
door (Fig. 4). Term We was acquired from the path loss
difference between the propagation loss outside and inside
the door while subtracting the 13m indoor propagation loss
and the outdoor angular dependency. TABLE II shows that
the value of We ranges from 5 to 28 dB; its mean value is
17.2 dB.
D.Indoor angle dependency (f())When the receiver is in front of a wall opening, all
incident power that passes through the wall opening
propagates normally to the receiver. On the other hand,when the receiver is not in front of the wall opening, the
received power is decreased by the diffraction over the edge
TABLE II MEASURED We (dB)door
1 2 3 4 5Ave.
150 m 5.7 14.7 9.3 27.7 21.7 15.8
300 m 21.0 15.1 14.2 21.6 20.7 18.517.2
Chuo Ave.
Tx2
Tx1300 m
10 m
Door
13 m
12 mMeasured
Course
Inside
Figure 5. Measurement of indoor angle dependency
30 60 90
0
5
10
15
20
Measured Data
WGi sin
WGi (1- cos )2
-50
Angle (degree)
Loss(dB)
(a) Tx1
30 60 90
0
5
10
15
20
Measured Data
WGi sin
WGi (1- cos )2
-50
Angle (degree)
Loss(dB
)
(b) Tx2
Figure 6. Indoor angle dependency (WGi=20dB)
7/27/2019 OUTDOOR-TO-INDOOR PROPAGATION MODELLING WITH THE IDENTIFICATION OF PATH PASSING THROUGH WALL OP
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of the wall opening. This diffraction loss depends on the
indoor grazing angle. We measured this angular dependency
by conducting the following field test.
The transmitter was set 10 m outside door Tx 1 and
300m from the door Tx2 on the same line-of-sight road. The
receiver (13 m from the wall) was moved over a 12m course
parallel to the wall from edge of the wall opening (Fig. 5).Loss for the indoor angle is plotted in Fig. 6(a)(b). Direction
0 represents the near edge of the wall opening. Both results
are close to the WGi sin . So the indoor angular
dependency is WGi sin and thus differs from the outdoor
angular dependency which is WGe (1- cos )2.
For the building examined, the calculation parameters
are = 0.348 dB/m, We = 17.2 dB, and f()= WGi sin ,
where WGi is 20 dB.
V.OUTDOOR-TO-INDOOR PROPAGATION LOSSMEASUREMENTS AND ANALYSIS
A.Measurement campaignWe measured the outdoor-to-indoor propagation loss in
a department store to estimate to the accuracy of the
proposed model. The measurement conditions were the
same as those for TABLE I, and the propagation loss was
measured every 0.2 m inside the building. The transmitter
was set at the 2 points shown in Fig. 7. Tx1 was right in
front of the building and an omni directional antenna was
used. Tx2 was 300 m from the building and a directional
antenna with 60 beam width was used. Figure 8 shows that
the building has 5 glass doors, and the receiver was moved
along a rectangular aisle 13 m from the external walls.
B.Results and analysisFigure 9(a)(b) show the measurement results for the
different transmitter positions. The values plotted are the 1
m averages of the propagation loss measured along the aisle
shown in Fig. 8. The solid line is the propagation loss
calculated by the proposed model. The dotted line is the
propagation loss calculated by the COST231 model. The
parameters listed in TABLE III were used in these
calculations.
There were 5 doors at measurement course distances of
about 20, 50, 100, 150 and 220 m. Figure 9 shows that the
measured propagation loss has some local minima at thesewall-opening positions and increases away from the
openings. In Fig. 9(a), the transmitter was placed right
outside the building at the measurement course distance of
180 m. The measured propagation loss is maximal at this
point and decreases as the receiver leave away and
approaches the wall openings, i.e. door4 or door5.
COST231 using the wall penetration loss predicts that
the minimum propagation loss would be seen when the
receiver was at 180 m because the receiver was closest to
the transmitter at this position. However, the measurement
Measured Bilding(Department store)
Transmitter
300 m
ChuoAve
.
Tx2
Tx1
100m
Copyright (C) 2000 ZENRIN CO.,LTD.
Figure 7. Measurement of building penetration loss
23.5 m
23.5 m
30.7 m 33.6 m
14.2 m 60.8 m 16 m5.4 m 5.4 m
5.9 m20.7 m
10.9 m
17.7m64.7m
101.8m
13 m
Door
Measured Course
start / goal
Aisle CDoo
r1
Door2 Door3
Door4Door5
ChuoA
ve.
Figure 8. Measured course
TABLE III CALCULATION PARAMETERSWGe (dB) 20
We (dB) 17.2
(dB/m) 0.348
f() WGi sin (WGi = 20 dB)
results contradict this prediction and show that the wall
penetration wave does not influence the outdoor-to-indoor
propagation loss at all. On the other hand, the proposed
model can predict the measured propagation loss well. In the
proposed model, propagation loss is calculated by the path
loss through wall openings, so the propagation loss depends
on the path loss through door4 or door5 at this position. The
indoor grazing angle is very steep around this position andthe propagation loss is greatly increased due to the indoor
angle dependency. Moreover, the propagation loss is
increased by the increase in path length from door4 and
door5. The wall penetration wave is insignificant and the
paths through the wall openings dominate the propagation
process.
Figure 9(b) shows that the measured propagation loss is
about 20 dB larger than that predicted by the proposed
model at measurement positions beyond 120 m. The
proposed model calculates the propagation loss of aisle C by
7/27/2019 OUTDOOR-TO-INDOOR PROPAGATION MODELLING WITH THE IDENTIFICATION OF PATH PASSING THROUGH WALL OP
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the path loss through door3 line-of-sight from the transmitter.
Actually, however, there are obstacles such as shelves,
furniture and pillars around the aisle, so the radio wave
could not propagate directly to the receiver from the opening.
This is the reason for the 20dB discrepancy. This indicates
that paths that propagate deep into a building can be
influenced strongly by the internal structure and fixtures ofthe building. If we need to increase the accuracy of the
propagation loss prediction, we need to consider the indoor
structure of the building such as furniture and pillars, but
this consideration will complicate the model.
VI.CONCLUSIONSWe have proposed a new propagation model to
accurately predict outdoor-to-indoor propagation loss. The
new model assumes that outdoor-to-indoor propagation loss
is the sum of outdoor propagation loss, wall opening
penetration loss, and indoor propagation loss. The
propagation loss from wall openings to receiver, which is
proposed in this paper, requires knowledge of the wall
opening penetration loss, the indoor attenuation coefficient,
and indoor angular dependency. Some parameters, such as
the wall opening penetration loss, are unique to each
building and were measured by field tests.
Measurement results gathered from a large building in
an urban micro cell environment were compared to results
calculated by the COST231 model and by the proposed
model. The comparison showed that the proposed model
predicts the outdoor-to-indoor propagation loss more
accurately than COST231.
It is obvious that paths that propagate deeply into a
building will be influenced strongly by the internal structureof the building. Since the proposed model uses a simple
distance attenuation model to calculate the indoor
propagation loss, the propagation loss prediction error can
become large if the reception point is deep within the
building. This problem, however, does not influence the
prediction of the outdoor propagation losses and the
building penetration losses. More accurate outdoor-to-
indoor propagation loss predictions can be achieved by
using a more accurate indoor propagation model.
The measurements and consideration presented in this
paper examined a large room with no internal walls.
However, the proposed prediction method can be applied to
cases where there are some rooms inside the building by
using it twice; once to predict the path loss across external
wall openings to internal wall openings and then again to
predict the loss across the internal wall openings to the
mobile station.
REFERENCES
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[2] COST 231 Final Report, Chapter 4, Propagation Prediction Models,1996
[3] C. M. Brennan et al., EM shielding of building materials, TechnicalReport of Rome air development center, RADC-TR-67-446, Feb. 1968.
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on VT, Vol. VT-35, No. 4, Nov., 1986.
[5] Arthur von Hippel, Tables of Dielectric Materials and Applications,Artech House, 1995.
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[7] Henrik Borjson and Bernard De Backer, Angular Dependency ofLine-of-Sight Building Transmission Loss at 1.8 GHz, IEEE Proc.
PIMRC, pp466-470, 1998.
[8] David J. Y. Lee, and William C. Y. Lee, Propagation Prediction inand Through Buildings, IEEE Trans. on VT, Vol. 49, No. 5, Sep.,
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[9] J.Walfisch and H. L. Bertoni, A theoretical model of UHFpropagation in urban environments, IEEE Trans. AP, Vol. 36, pp.
1788-1796, Dec. 1988.
[10]M. Hata, Empirical formula for propagation loss in land mobile radioservices, IEEE Trans. on VT, Vol. VT-29, pp. 317-325, 1980.
[11]L. R. Maciel et al., Unified approach to prediction of propagation overbuildings for all ranges of base station antenna height, IEEE Trans. on
VT, Vol. 42, pp 41-45, Feb.1993.
(a) Tx1
(b) Tx2
Figure 9. Measurement results (gray : door position)