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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>PERFOMANCE EVALUATION OF DYNAMIC LSA OPERATION THROUGH A MODEL OF A STAND-ALONE CELL*</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Evgeniy Mokrov</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Irina Gudkova</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Peoples Friendship University of Russia</institution>
          ,
          <addr-line>Moscow</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <fpage>35</fpage>
      <lpage>41</lpage>
      <abstract>
        <p />
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>Notations</p>
      <p>Value
Airport parameters
Description
xa , ya ,0
xt , yt ,zt 
Ga
ha
p tx</p>
      <p>a</p>
      <p>The airport is located at the coordinates xa , ya  and it has a transmitter that sends telemetry
signals to the airplanes during take-off. The transmitter power is p atx , the carrier frequency is f . Airplane
carrier frequency
airport antenna gain
height on which the airport</p>
      <p>transmitter is located
power of the airport transmitter
airplane take-off speed
airplane acceleration
airplane ascent angle
signal-interference ratio (SIR)
threshold for the airplane
signal propagation model
take-off ranway turn angle towards</p>
      <p>x axis
position of the airport
position of the airplane at time t
distance between the airplane and</p>
      <p>the airport at time t
power received by the airplane
from the airport at time t</p>
      <p>cell radius</p>
      <p>BS transmitter Gain
height on which the BS transmitter</p>
      <p>is located
height on which the UE is located
power of the user equipment</p>
      <p>position of eNodeB
power recieved by airplane from</p>
      <p>the cell user at time
distance between the airplane and</p>
      <p>eNodeB at time
projection of the distance between
the airplane and eNodeB at time t</p>
      <p>towards vector i
distance between the airplane and</p>
      <p>the closest user at time t</p>
      <p>SIR for the ariplane at time t
distance between the airplane and</p>
      <p>the closest edge user at time t
projection of the distance between
the airplane and the closest edge
user at time t towards vector i
reduced power of the user
equipment at time t
channel bandwidth
initial downlink transmission rate
downlink transmission rate at time</p>
      <p>
        t
24.39 dBm [
        <xref ref-type="bibr" rid="ref2 ref5">2</xref>
        ]
      </p>
      <p>
        3
20 m
65 m/s
5 m/s
7 deg [
        <xref ref-type="bibr" rid="ref1 ref4">1</xref>
        ]
15 dB
15 deg
(0,0,0)
Two-ray ground-reflection model
      </p>
      <p>Free-space path loss</p>
      <p>
        Operator parameters
288 m [
        <xref ref-type="bibr" rid="ref1 ref4">1</xref>
        ]
      </p>
      <p>18
10 m
1.5 m
23 dBm
20 MGz
16.8 Mb/s
takes off with speed v0 , acceleration a and ascending angle β following trajectory j (Fig. 1). The runway
is facing along the vector i . There is a mobile operator network in the area around the airport. This operator
uses LSA and transmits on the same frequency as the airport. The eNodeB has a directional transmitter that
does not interfere with the signals the airplane receives from the airport. The UE have omnidirectional
transmitter that transmits with power p tx</p>
      <p>u and can interfere with the airplanes in the vicinity. Let us
consider the worst-case scenario for a stand-alone cell when the user interfering with the airplane holds
closest to the airplane position in the cell. Target cell eNodeB is located at the coordinates xc , yc  , the cell
have radius rc .
(1)
(2)
(3)
(4)
(5)
(6)</p>
      <p>The UE interferes with the telemetry signal and the interference threshold is given by its respective
SIR value SIR0 . That means that if the SIR on the airplane SIRt  at time t reaches the threshold SIR0 the
transmitting power of the users' equipment will be reduced so that the SIR value for the plane is goes up to
the threshold. When the SIR on the plane exceeds the threshold value SIR0 , the power of the UE can be
restored. Thus we need to determine the timeslot when the cell interference towards airplane causes SIR
reduction below the threshold SIR0 .</p>
      <p>Let the airplane at time t be located at the coordinates xt , yt ,zt  . Knowing the airplane starting
position and all its starting data we can obtain its position as</p>
      <p> at 2 
xt = xa + v0t + cosβ cosγ ,
 2 

yt = ya + v0t +

at2
2</p>
      <p>
cosβ sinγ ,</p>
      <p>
zt=
at2</p>
      <p>sinβ .
distance between the airplane and the closest edge user,
and the distance between the airplane and the airport
dc t = xt  xc 2 + yt yc 2 +zt  hc 2 ,
da t = xt   xa 2 + yt  ya 2 + zt   ha 2 .
parx t= patx  PLda t,
parx t= patx  FSPLda t .
for free-space path loss model (FSPL) path loss is derived from formula</p>
      <p> 4πfd 
FSPLd = 20lg  ,</p>
      <p> c 
where c = 3 108 – speed of light.</p>
      <p>Considering the above introduced notations algorithm to estimate the UE power reduction level can
be presented as follows.</p>
      <p>Using formulas (7a), (7b) we can obtain the signal received by the airplane from the airport at time
t . For PL model it can be written as
and for FSPL model it is</p>
      <p>These distances can be seen in Fig. 2, which presents a side view projection along the airplane's
trajectory.</p>
      <p>Considering two-ray ground-reflection model (PL), path loss of the signal that travels distance d can be
found using the following formula</p>
      <p>Now we can find the distance between the airplane and the closest user in cell. There are two
possible cases.</p>
      <p>Case A. if Dc t ≤ rc , that is the airplane is located directly above the cell. In this case since we
consider the worst-case scenario, the closest user is located directly below the airplane. In this case the
for PL, and
(Fig. 2):
du t= FSPL1putx  purx t= c
ptx  purx t 
u
20
for FSPL. Note that in case of FSPL model we disregard the height of the antennas since it have close to no
effect the end result.</p>
      <p>Since we consider case when SIR SIR0 = parx t  purx t we can express purx t  as
(10)
Let's also denote the projection of the distance from the airplane to the eNodeB towards vector i
purx t= parx t  SIR0
Dc t = dc2 t   z2 t 
(7a)
(7b)
(8a)
(8b)
(9a)
(9b)
(11)
distance between the airplane and the closest user equals the flight height, that is du t = zt (Fig. 3A).</p>
      <p>Case B. If rc &lt; Dc t  , that is the airplane is located close enough to the cell to experience high
interference, but it is not located directly above the cell (Fig. 3B). In this case the distance between the
airplane and the closest user equals the distance between the airplane and the cell edge d t = du t .</p>
      <p> zt,Dc t ≤ rc ,
Thus d t= </p>
      <p>du t,Dc t &gt; rc .</p>
      <p>SIRt= parx t  purx t ,
formula to calculate the UE power reduction level purx t  as follows:</p>
      <p>purx = minparx t  SIR0 + PL* d u t , putx ,
cell as</p>
      <p>Thus using expression (12) with SIR threshold SIR0 and setting purx t= purx t we can obtain a
After that we can use Shannon formula to calculate maximal downlink (DL) transmission rate in the
D</p>
      <p>c(t)


wt= C ln1+10


putx t  PL* rc   I 
10

 ,


 w 
 
I = p utx  PL* rc   10lg e C  1 .</p>
      <p> 
 
where interference towards user signal I can be considered constant and obtained by using initial DL
transmission rate as</p>
      <p>Note, that in formulas (14), (15), (16) PL* is the formula for path loss substituted with (7a) or (7b)
depending on the model considered.</p>
      <p>Further we present a numerical analysis for several different locations of eNodeB. The input data is
presented in Table 1 and the eNodeB locations can be seen on fugure Fig. 4. Fig. 5 shows the case when the
cells are located directly along the airplane's path and have the highest Interference towards the plane. For
most of these cells at some time interval the airplane is located directly above them (Case A). Fig. 5A shows
UE transmission power variation and worst case transmission power for cells along the airplanes trajectory
marked on Fig. 4 for free space path loss model, Fig. 5B shows DL transmission rate variation and worst case
transmission rate for the same cells under FSPL model. Fig. 5C and Fig. 5D show worst case UE transmission
power and DL transmission rate for the marked cells under two-ray ground-reflection model. The dashed
lines shows transmission power and DL transmission rate variation for each marked cell, while the solid
line outlines the minimal possible values across all cells. The last cell can correspond to the coverage
boundary.</p>
      <p>It can be seen that while considering FSPL model the power rapidly drops at the takeoff and only
starts rising when the airplane leaves the corresponding cell, and even after that the power never comes up
to the initial value, until the airplane fully leaves the area. Although in this case we never actually shut down
a cell, as it can be seen on Fig. 5B the actual transmission rate is very low until the airplane vacates the
spectrum.
(12)
(13)
(14)
(15)
(16)
B
d
20 ,r
e
w
o
15 P
10
5
0
0
10</p>
      <p>20 30 40
UE transmission power in cell
worst case transmittion power
50 t, с60</p>
      <p>20 40
UE transmission rate in cell
worst case transmittion rate
t, с60
-10
-20
0
20
40
UE transmission power in cell
worst case transmittion power
Fig. 5C Transmission power along the airplane trajectory Fig. 5D Transmission rate along the airplane trajectory
under two-ray ground-reflection model under two-ray ground-reflection model</p>
      <p>Fig. 5Transmission power and transmission rate variations in cells along the airplane’s trajectory</p>
      <p>
        In case of two-ray ground-reflection model both power and transmission rate rapidly decreases
when the airplane approaches the cell and it steadily grows as the airplane leaves the cell. Although for this
model the decrease and grow of both transmission power and transmission rate are much faster, it is evident
from the plots, that nonetheless maximal value is still never reached, since it would make the interference
towards the airplane too strong. Basically, both models follow the same path, although values given by the
two-ray ground-reflection model are higher, which in turn tells us that the estimation derived from this
model might be better suited for our scenario. This conclusion is partially proved by an LSA simulation
20 40
UE transmission rate in cell
worst case transmittion rate
experiment conducted on the fully-functional 3GPP LTE cellular deployment in Brno University of
Technology is described in [
        <xref ref-type="bibr" rid="ref3 ref6">3</xref>
        ], since for the 2 cell network the transmission rate of one cell was relatively
high, even when the second cell was shut down. The graphs for DL transmission rate resembles those
obtained in [
        <xref ref-type="bibr" rid="ref3 ref6">3</xref>
        ] with the exception of asymmetry of the presented graph, which can be explained by using
SIR instead of received interference as the licensee QoS parameter. Also comparing two graphs an offset can
be observed. This offset is caused by the fact that in [
        <xref ref-type="bibr" rid="ref3 ref6">3</xref>
        ] data recording ended upon reaching the furthest
part of the second cell, while in present paper we consider longer time interval.
      </p>
      <p>In this paper we studied a stand-alone cell scenario for limit power policy with SIR as the licensee
QoS parameter for LTE network using LSA. Numerical analysis shows that for the cells along the airplane's
path transmission power and DL transmission rate would be minimal for those, whose centers are directly
located under the airplane, while for the cells located away from the airplane's trajectory the worst case
would be reached for the cell, closest to the airplane trajectory. Also it was shown, that the two-ray
groundreflection model gives us better estimation of the power behavior for the considered scenario, and periods
of sharp power and transmission rate reduction for this model are comparatively short, so it is still possible
to use the spectrum even when it is simultaneously used for telemetry if SIR is used as the licensee QoS
parameter by the airport, although the transmission rate would be lower compared to the case of vacant
spectrum.</p>
      <p>Литература</p>
    </sec>
  </body>
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</article>