<html>
<head><title>
Link Analysis and Rain Attenuation
Considerations in AIII-AIT Satellite Link Project</title></head>
<BODY bgcolor=#ffffff>

<TABLE width=100%>
<TR><TD><A HREF="http://www.ait.ac.th/"><IMG SRC="/images/ait100.gif" ALIGN=top ALT="Logo AIT" border=0></A>   <TD align=right>  <H2>Link Analysis and Rain Attenuation Considerations  <BR>in AI3-AIT Satellite Link Project
</H2></TABLE><HR>

 <P>
<A NAME=intro><H2>Introduction</H2></a>

<H3>General</H3>

<ul>
<LI>Asian Internet Interconnection Initiative (AI3) is a series of research
activities performed on a test bed, constructed using Ku band star VSAT
network provided by JCSAT-3 communication satellite.</li>
<p>
<LI>Goals of AI3 project:
<ol><li>Promote internet technologies on Asian countries
<li>Develop an efficient Internet topology for Asian countries.
<li>Develop recommendations and requirements for Internet connection
among Asian countries
</ol>
<p>
<LI>From hub station in Nara, Japan, 2 Mbps satellite links are connected to
earth stations at the AI3 partners' site in several Asian contries.
</li>
</ul>

<H3>Problem Statement</H3>

<uL>
<LI>AI3 satellite link may be downed in case of heavy rain around AI3 earth
stations of south east Asia.
<LI>The satellite link is operating round the year at lower rate than designed
to avoid frequent failure.
<LI>It is nor worthful to operate the satellite link at lower rate
continuously, without properly analyzing the effect of rain on the
satellite link.
</uL>

<H3>Objectives</H3>

<ul><LI>Study of different rain attenuation prediction models 
<LI>Selection of appropriate rain attenuation model for Thailand
<LI>Analysis of AI3-AIT satellite link, operating with different compatible
transmission rates, at various rain rates.
<LI>Assessment of AI3-AIT satellite link, operating with different coding
schemes, at various rain rates.
</ul>
<p>

<H3>Scope and Limitations</H3>

<ul>
<LI>Selection of link bit rates required for AI3-AIT satellite link at
different rain rates will enable the efficient operation of such link.
<LI>Shut down of the satellite link due to heavy rain can be avoided.
<LI>Stable operation of link is greatly desired for countries where only AI3
project provides Internet connectivity.
<LI>Such study would be useful to assess other VSAT networks also.
<LI>Rain in only uplink and downlink of the satellite link is considered i.e.
effects of simultaneous rain in uplink and downlink are not considered.
<LI>The result of this study, however, cannot be verified by other measurement
procedure.
<p>
</ul>
<p>

<a name=methodology>
<H2>Methodology</H2>
</a>

<H3>General</H3>


<ul><li>H channels of ISDN server higher data rate user for the
purpose

	<ul><li>Video conferencing
	<li>Digital program
	<li>Fast facsimile
	<li>Internet
	</ul>
</ul>
<p>
<ul><li>H channel transmission rates are 
	<ul><li>0.384 Mbps (H0)
	<li>1.536 Mbps (H11)
	<li>1.920 Mbps (H12)
	</ul>
</ul>
<p>
<ul><li>Primary Rate Interface (PRI) transmission rate of ISDN are
	<ul><li>2.488 Mbps (E1)
	<li>1.544 Mbps (T1)
	</ul>
</ul>
<p>
<ul>
<LI>Modem of AI3 satellite earth stations is compatible to H0, H11, H12, E1
and T1 transmission rates
<LI>Currently, AI3-AIT satellite link is operating at H11 transmission rate.
<LI>Also, AI3 earth stations are equipped with convolutional encoder and
Viterbi decoder.
<LI>Modem of the ground stations is equipped with convolutional encoders of
rates' 3/4, 1/2 and 7/8
<LI>Currently, AI3-AIT is operating with convolutional encoder of rate 3/4
</ul>

<H3>Procedures</H3>

<ul><LI>Rain attenuation : Garcia Model
  <ul><li>Reasons for selecting Garcia Model
	<dd><ul><li>Simple in use
	<li>gives similar accuracy in different regions of earth 
	<li>	applicable to different regions of earth.
      	<li>	Experimental results have verified that this model
provides more accurate results than CCIR (1986) model.
	</ul>
	</ul>
</ul>
</dl><p>
<ul><LI>	Rain rate exceeded percentage of a year calculation : CCIR Report
563
<LI>	Threshold rain rate and threshold outage time of designed AI3-AIT
satellite link
<LI>	Analyzing AI3-AIT satellite link with compatible transmission
rates of H0, H11, H12, E1 and T1
<uL><LI>	Calculation of bit error rate (BER) at different rain rates
	<li>Determination of threshold rain rate and threshold outage time
	</ul>
</uL>
<p>
<ul><LI>	Analyzing AI3-AIT satellite link with its applicable codind rates
of 3/4, 1/2 and 7/8
	<ul><LI>		Calculation of BER
		<li>Determination of threshold rain rate and threshold
rain rate.
	</ul>
</ul>
<center>
<img src=pict1.jpg>
<br>
<b>Comparision between CCIR method and Garcia method for worldwide</b>
<p>
<img src=pict2.jpg>
<br><b>Comparision between CCIR and Garcia Methods for tropical
region<br></b>
<p>
</center>

<H2>Parameters Given for Link VSAT (AIT) Parameters</H2>


<center>
<table border=1><caption><B>Parameters of transmit earth station.</B></caption>
<tr><td>Name: <td>AI3-AIT</tr>
<tr><td>Geographical coordinater: <td></tr>
<tr><td><dd>Longitude: <td>100.12E</tr>
<tr><td><dd>Latitude: <td>14.08N</tr>
<tr><td valign=top>Associated space station: <td> JCSAT-3<br>
	(Geostationary)</tr>
<tr><td>Elevation angle (<FONT FACE="Symbol">&#113;</FONT>): <td>54.6<sup>0</sup></tr>
<tr><td>Azimuth angle (Az): <td>114.6<sup>0</sup></tr>
<tr><td>Uplink frequency (f<sub>u</sub>): <td>14064.75 MHz</tr>
<tr><td>Downlink frequency (f<sub>d</sub>): <td>12318.25 MHz</tr>
<tr><td>Height from mean sea level(g) <td>30m</tr>
<tr><td>Polarization: <td>Linear</tr>
<tr><td><dd>Uplink:<td>Horizontal</tr>
<tr><td><dd>Downlink: <td>Vertical</tr>
<tr><td>Gain-to-Noise ratio (G/T) <td>26.9 dB/K</tr>
<tr><td>Cross-polarization discrimination of antenna<td><FONT FACE="Symbol">&#179;</FONT> 30 dB</tr>
<tr><td>Modulation Method <td>QPSK</tr>
<tr><td>Encoding method <td>Convolutional</tr>
<tr><td>Decoding method <td>Viterbi</tr>
</table>
<i>Source: JCSAT Corporation</i>
</center>

<H2>Satellite (JCSAT-3) Parameters</H2>

<center>
<table border=1><caption><b>Satellite Parameters</b></caption>
<tr><td>Saturation power flux density (<FONT FACE="Symbol">&#87;</FONT>
<sub>sat</sub>): <td>&nbsp; </tr>
<tr><td align=right>Inbound link<td>-90.6 dBW/m<sup>2</sup></tr>
<tr><td align=right>Outbound link <td>-92.7 dBW/m<sup>2</sup></tr>
<tr><td>Saturation EIRP of satellite (EIRP<sub>s,sat</sub>):<td>&nbsp;  </tr>
<tr><td align=right>Inbound link <td>46.2 dBW</tr>
<tr><td align=right>Outbound link <td>46.4 dBW</tr>
<tr><td>No. of Ku-band transponder: <td>16</tr>
<tr><td>Bandwidth of each Ku-band transponder: <td>36 MHz</tr>
<tr><td>Gain-to-Noise ratio(G<sub>u</sub>/T<sub>u</sub>):<td>&nbsp;  </tr>
<tr><td align=right>Inbound link<td>1.5 dBW/<sup>0</sup>K</tr>
<tr><td align=right>Outbound link <td>3.6 dBW/0K</br>
<tr><td>Input back-off (BOI): <td>17.7 dB</tr>
<tr><td>Output back-off (BOO): <td>17.5 dB</tr>
<tr><td>Relation between output and input back-off: <td>BOI=BOO+0.2
dB</tr>
<tr><td>Cross-polarization discrimination of satellite <br>
antenna for both uplink and downlink:<td valign=top>
<FONT FACE="Symbol">&#179;</FONT> 30 dB</tr>
<tr><td>Access method: <td>SCPC-FDMA</tr>
</table>
<i>Source : JCSAT Corporation.</i>
</center>

<H2>Hub (Nara, Japan) Parameters</H2>

<center>
<table border=1><caption><b>Parameters of Nara earth station</b><br></caption>
<tr><td>Geographical Coordinates: <td>&nbsp; </tr>
<tr><td><dd> Longitude: <td> 135.83<sup>0</sup>E</tr>
<tr><td><dd> Latitude: <td> 34.683<sup>0</sup>N</tr>
<tr><td>Elevation Angle (<FONT FACE="Symbol">&#113;</FONT>): <td>49.4<sup>0</sup></tr>
<tr><td>Azimuth Angle (Az): <td> 193.6<sup>0</sup></tr>
<tr><td>Cross-polarization discrimination of antenna <td><FONT FACE="Symbol">&#179;</FONT> 30 dB</tr>
<tr><td>Gain-to-Noise ratio (G/T): <td>26.9 dB/<sup>0</sup>K</tr>
<tr><td>Encoding method:<td> Convolutional</tr>
<tr><td>Decoding method: <td> Viterbi</tr>
<tr><td>Polarization: <td> Linear</tr>
<tr><td><dd>Uplink: <td> Horizontal</tr>
<tr><td><dd>Downlink: <td> Vertical</tr>
<tr><td>Height from mean sea level (g): <td> 110m</tr>
</table>
<i>Source: JCSAT Corporation</i>
</center>

<H2>Interference Parameters
(assumed)</H2>

<center>

<table border=1><caption><b>Interference Parameters</b></caption>
<tr><td>Carrier-to-adjacent satellite interference ratio for both uplink
and downlink: <td valign=top>25dB</tr>
<tr><td>Carrier-to-adjacent channel interference ratio for both uplink and
downlink: <td valign=top>20dB</tr>
<tr><td>Rain depolarization at receive earth station antenna <td>20dB</tr>
<tr><td>Inter Symbol Interference (ISI) <td valign=top>1.5dB</tr>
<tr><td>Antenna tracking and atmospheric loss <br>
at receive earth station
(L<sub>1</sub>) <td valign=top>0.5db</tr>
</table>
<i>Source : (Ha, 1990) and (CCIR 1988)</i>
</center>

<a name=results><H2>Results</H2></a>

<H3>Rain attenuation</H3>

<ul><li>Rain attenuation calculated for uplink frequency approached to
higher value
</ul>

<H3>Rain rate exceeded percentage</H3>

<ul><LI>It is higher for Bangkok rain than Japan rain, as Bangkok and Japan are
situated in tropical and temperate regions of CCIR rain climate zone
respectively.
</ul>
<p>
<center>
<img src=bk-jp.jpg><br>
<b>Rain attenuation for different uplink and downlink rain
rates for inbound link (Bangkok-Japan)</b>
<p>
<img src=jp-bk.jpg><br>
<b>Rain attenuation for both uplink and downlink of AI3-AIT
satellite link for outbound (Japan-Bangkok)</b>
</center>

<H2>Outage time of designed AI3-AIT satellite
link</H2>

<UL>
<LI>Inbound (Bangkok-Japan) and Outbound (Japan-Bangkok) satellite
communication</LI>
</UL>
<center>
<TABLE BORDER CELLSPACING=2 COLS=6 WIDTH="70%" >
<TR><TD ALIGN=CENTER ROWSPAN=2 COLSPAN=2>Parameter
<TD ALIGN=CENTER COLSPAN=2>Inbound link<BR>(Bangkok-Japan)
<TD ALIGN=CENTER COLSPAN=2>Outbound link<BR>(Japan-Bangkok)
<TR><td align=center>Uplink<TD ALIGN=CENTER>Downlink<TD ALIGN=CENTER>Uplink<td align=center>Downlink
<TR><TD ALIGN=CENTER COLSPAN=2>Threshold rain rate<br>(mm/h)
<td align=center>38<td align=center>49<td align=center>21<td align=center>75
<TR><TD ALIGN=CENTER ROWSPAN=3>
Threshold outage<BR>time
<td align=center>% of a year<td align=center>0.070436<td align=center>0.006327<td align=center>
0.048904<td align=center>0.018889
<TR><td align=center>hour<td align=center>6.17<td align=center>0.55<td align=center>4.28<td align=center>1.65
<TR><td align=center>min.<td align=center>370<td align=center>33<td align=center>257<td align=center>99
</TABLE></center>
<p>

<ul><LI>Figure shows the outage time contributed by different rain rates on total
outage time corresponding to threshold rain rate of 38 mm/h of Bangkok 
rain and 21 mm/h of Japan rain.
</ul>

<H2>Bi-directional
communication</H2>

<center>
<TABLE BORDER CELLSPACING=2 COLS=4 WIDTH="70%" >
<TR><TD ALIGN=CENTER ROWSPAN=2 COLSPAN=2>Parameter<TD ALIGN=CENTER COLSPAN=2>Rain Location
<TR><td align=center>Bangkok<TD ALIGN=CENTER>Japan
<TR><TD ALIGN=CENTER COLSPAN=2>Threshold rain rate<br>(mm/h)<td align=center>38<td align=center>21
<TR><TD ALIGN=CENTER ROWSPAN=3>Threshold outage time<td align=center>% of a year<td align=center>0.070436<td align=center>0.048904
<TR><td align=center>hour<td align=center>6.17<td align=center>4.28
<TR><td align=center>min.<td align=center>370<td align=center>257
</TABLE></center>

<ul><li>threshold rain rate is the rain rate up to which reliable
opeartion of satellite link be maintained
<li>threshold outage time is total outage time of the satellite link.
</ul>


<center>
<img src=cumulative.jpg>
<br>
<b>Cumulative link outage time</b>
</center>

<H2>AI3-AIT satellite link at different transmission rate</H2>

<H3>Inbound Link (Bangkok-Japan)</H3>

<ul><LI>Bit Error rate
<p>
<ul><LI>	BER is calculated for the satellite link, operating with
transmission rates of H1, H11, H12, T1 and E1 at different rain rates
<li>	BER of 10<sup>-7</sup>  is specified as criterion for reliable
operation of
satellite link
<li>	Rain rate corresponds to BER of 10<sup>-7</sup> is determined,
which is a
threshold rain rate.
<li>	Percentage of a year, in which the threshold rain rate is
exceeded, is determined, which is a threshold outage time.

<p>
<center>
<img src=pict18-1.jpg> <BR>
<b>
BER at different uplink and downlink rain rates for inbound link at
transmission bit rate of 1.920 Mbps (H12).
</b></center>
 <P>

<LI>threshold rain rates: 31 mm/h of uplink (Bangkok) only rain and 36 mm/h of
downlink (Japan) only rain.
<LI>threshold outage time: 0.094334 and 0.015111 percentage of a year for the
case of uplink only and downlink only rain.

<p>
<center>
<img src=pict19-1.jpg>
<br>
<b>
BER at different uplink and downlink rain rates for inbound link at
transmission bit rate of 2.0488 Mbps (E1)
</b></center>
 <P>

<LI>threshold rain rate: 29 mm/h of Bangkok rain and 33 mm/h of downlink rain
<LI>threshold outage time: 0.0103049 and 0.018747 percentage of a year in the
case of Bangkok rain and Japan rain respectively.
</ul>
</ul>

<H2>Inbound Link
(Bangkok-Japan)</H2>

Threshold rain rate and threshold outage time of AI3 satellite link at
different transmission rates for inbound communication (Bangkok-Japan)
<p>

<center>
<TABLE BORDER COLS=9 WIDTH="90%" >
<TR><TD ALIGN=CENTER ROWSPAN=3>Transmission <BR>rate <BR>(Mbps)
<TD ALIGN=CENTER COLSPAN=4>Uplink only rain<TD ALIGN=CENTER COLSPAN=4>Downlink only rain
<TR><TD ALIGN=CENTER ROWSPAN=2>Threshold <BR>rain rate <BR>(mm/h)
<TD ALIGN=CENTER COLSPAN=3>Threshold outage time<TD ALIGN=CENTER ROWSPAN=2>Threshold <BR>rain rate <BR>(mm/h)<TD ALIGN=CENTER COLSPAN=3>Threshold outage time
<TR><td align=center>% of a year<td align=center>hour<td align=center>min.<td align=center>% of a year<td align=center>hour<td align=center>min.
<TR><td align=center>0.384  <BR>(H0)<TD ALIGN=CENTER>66<TD ALIGN=CENTER>0.02546<TD ALIGN=CENTER>2.23<TD ALIGN=CENTER>134<TD ALIGN=CENTER>146<TD><CENTER>2.92*10<SUP>-5</SUP></CENTER><TD ALIGN=CENTER>0.00256<TD ALIGN=CENTER>0.153
<TR><TD ALIGN=CENTER>1.536 <BR>(H11)<TD ALIGN=CENTER>38<TD ALIGN=CENTER>0.070436<TD ALIGN=CENTER>6.17<TD ALIGN=CENTER>370<TD ALIGN=CENTER>49<TD ALIGN=CENTER>0.006327<TD ALIGN=CENTER>0.55<TD ALIGN=CENTER>33
<TR><TD ALIGN=CENTER>1.544 <BR>(T1)<TD ALIGN=CENTER>35<TD ALIGN=CENTER>0.079601<TD ALIGN=CENTER>6.97<TD ALIGN=CENTER>418<TD ALIGN=CENTER>47<TD ALIGN=CENTER>0.007195<TD ALIGN=CENTER>0.63<TD ALIGN=CENTER>38
<TR><TD ALIGN=CENTER>1.920 <BR>(H12)<TD ALIGN=CENTER>31<TD ALIGN=CENTER>0.094334<TD ALIGN=CENTER>8.26<TD ALIGN=CENTER>496<TD ALIGN=CENTER>36<TD ALIGN=CENTER>0.015111<TD ALIGN=CENTER>1.32<TD ALIGN=CENTER>79
<TR><TD ALIGN=CENTER>2.0488 <BR>(E1)<TD ALIGN=CENTER>29<TD ALIGN=CENTER>0.103049<TD ALIGN=CENTER>9.03<TD ALIGN=CENTER>542<TD ALIGN=CENTER>33<TD ALIGN=CENTER>0.018747<TD ALIGN=CENTER>1.64<TD ALIGN=CENTER>144
</TABLE>
</center>

<H2>Outbound Link
(Japan-Bangkok)</H2>

Threshold rain rate and threshold outage time of AI3 satellite link at
different transmission rates for outbound communication (Japan-Bangkok)
<p>

<center>
<TABLE BORDER COLS=9 WIDTH="90%" >
<TR><TD ALIGN=CENTER ROWSPAN=3>Transmission <BR>rate <BR>(Mbps)
<TD ALIGN=CENTER COLSPAN=4>Uplink (Japan) only rain
<TD ALIGN=CENTER COLSPAN=4>Downlink (Bangkok) only rain
<TR><TD ALIGN=CENTER ROWSPAN=2>Threshold <BR>rain rate <BR>(mm/h)
<TD ALIGN=CENTER COLSPAN=3>Threshold outage time
<TD ALIGN=CENTER ROWSPAN=2>Threshold <BR>rain rate <BR>(mm/h)
<TD ALIGN=CENTER COLSPAN=3>Threshold outage time
<TR><td align=center>% of a year<td align=center>hour<td align=center>min.<td align=center>% of a year<td align=center>hour<td align=center>min.
<TR><td align=center>0.384 <BR>(H0)<TD ALIGN=CENTER>42<TD ALIGN=CENTER>0.01<TD ALIGN=CENTER>0.876<TD ALIGN=CENTER>53<TD ALIGN=CENTER>148<TD ALIGN=CENTER>0.00206<TD ALIGN=CENTER>0.18<TD ALIGN=CENTER>11
<TR><TD ALIGN=CENTER>1.536 <BR>(H11)<TD ALIGN=CENTER>21<TD ALIGN=CENTER>0.048904<TD ALIGN=CENTER>4.28<TD ALIGN=CENTER>257<TD ALIGN=CENTER>75<TD ALIGN=CENTER>0.018889<TD ALIGN=CENTER>1.65<TD ALIGN=CENTER>99
<TR><TD ALIGN=CENTER>1.544 <BR>(T1)<TD ALIGN=CENTER>20<TD ALIGN=CENTER>0.053521<TD ALIGN=CENTER>4.7<TD ALIGN=CENTER>281<TD ALIGN=CENTER>74<TD ALIGN=CENTER>0.019517<TD ALIGN=CENTER>1.71<TD ALIGN=CENTER>103
<TR><TD ALIGN=CENTER>1.920 <BR>(H12)<TD ALIGN=CENTER>17<TD ALIGN=CENTER>0.071212<TD ALIGN=CENTER>6.2<TD ALIGN=CENTER>374<TD ALIGN=CENTER>61<TD ALIGN=CENTER>0.030188<TD ALIGN=CENTER>2.64<TD ALIGN=CENTER>158
<TR><TD ALIGN=CENTER>2.0488 <BR>(E1)<TD ALIGN=CENTER>16<TD ALIGN=CENTER>0.078794<TD ALIGN=CENTER>6.9<TD ALIGN=CENTER>414<TD ALIGN=CENTER>57<TD ALIGN=CENTER>0.03469<TD ALIGN=CENTER>3.03<TD ALIGN=CENTER>182
</TABLE>
</center>

<a name=bi-directional><H2>Bi-directional satellite
communication</H2></a>

<ul><li>Threshold rain rate and threshold outage time of AI3-AIT
satellite link, operating at different transmission rate for
bi-directional communication.
</ul>

<center>
<TABLE BORDER COLS=6 WIDTH="70%">
<TR><TD ALIGN=CENTER ROWSPAN=2>Transmission rate <BR>(Mbps)
<TD ALIGN=CENTER ROWSPAN=2>Rain <BR>Location
<TD ALIGN=CENTER ROWSPAN=2>Threshold <BR>Rain rate <BR>(mm/h)
<TD ALIGN=CENTER COLSPAN=3>Threshold outage time
<TR><td align=center>% of a year<td align=center>hour<td align=center>minutes
<TR><TD ALIGN=CENTER ROWSPAN=2>0.384 <BR>(H0)<td align=center>Bangkok<TD ALIGN=CENTER>66<TD ALIGN=CENTER>0.02546<TD ALIGN=CENTER>2.23<TD ALIGN=CENTER>134
<TR><td align=center>Japan<TD ALIGN=CENTER>42<TD ALIGN=CENTER>0.01<TD ALIGN=CENTER>0.876<TD ALIGN=CENTER>53
<TR><TD ALIGN=CENTER ROWSPAN=2>1.536 <BR>(H11)<td align=center>Bangkok<TD ALIGN=CENTER>38<TD ALIGN=CENTER>0.070436<TD ALIGN=CENTER>6.17<TD ALIGN=CENTER>370
<TR><td align=center>Japan<TD ALIGN=CENTER>21<TD ALIGN=CENTER>0.048904<TD ALIGN=CENTER>4.28<TD ALIGN=CENTER>257
<TR><TD ALIGN=CENTER ROWSPAN=2>1.544 <BR>(T1)<td align=center>Bangkok<TD ALIGN=CENTER>35<TD ALIGN=CENTER>0.079601<TD ALIGN=CENTER>6.97<TD ALIGN=CENTER>418
<TR><td align=center>Japan<TD ALIGN=CENTER>20<TD ALIGN=CENTER>0.053521<TD ALIGN=CENTER>4.7<TD ALIGN=CENTER>281
<TR><TD ALIGN=CENTER ROWSPAN=2>1.920 <BR>(H12)<td align=center>Bangkok<TD ALIGN=CENTER>31<TD ALIGN=CENTER>0.094334<TD ALIGN=CENTER>8.26<TD ALIGN=CENTER>496
<TR><td align=center>Japan<TD ALIGN=CENTER>17<TD ALIGN=CENTER>0.071212<TD ALIGN=CENTER>6.2<TD ALIGN=CENTER>374
<TR><TD ALIGN=CENTER ROWSPAN=2>2.0488 <BR>(E1)<td align=center>Bankok<TD ALIGN=CENTER>29<TD ALIGN=CENTER>0.103049<TD ALIGN=CENTER>9.03<TD ALIGN=CENTER>542
<TR><td align=center>Japan<TD ALIGN=CENTER>16<TD ALIGN=CENTER>0.078794<TD ALIGN=CENTER>6.9<TD ALIGN=CENTER>414
</TABLE>
</center>
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<TR><TD>Page maintained by <A HREF="mailto:on@cs.ait.ac.th"><I>Olivier Nicole</I></A>  <TD ALIGN=CENTER><A HREF="http://www.cs.ait.ac.th/"><IMG SRC="/images/csim50.GIF" ALT="CSIM" NOSAVE BORDER=0 HEIGHT=49 WIDTH=50></A>&nbsp;<A HREF="http://www.ait.ac.th/"><IMG SRC="/images/ait50.GIF" ALT="AIT" NOSAVE BORDER=0 HEIGHT=50 WIDTH=50></A>  <TD ALIGN=RIGHT>Last update: 

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