Added Path 1

This commit is contained in:
2019-06-11 17:28:33 +02:00
parent c973909580
commit 2aa7d682b3
8 changed files with 95561 additions and 53 deletions

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@@ -622,6 +622,7 @@ public:
splot.getObjects().add(gpol);
}
break;
}
// plot obstacles?

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@@ -11,25 +11,6 @@ namespace Settings {
const int numParticles = 5000;
const int numBSParticles = 50;
const MACAddress NUC1("38:de:ad:6d:77:25");
const MACAddress NUC2("38:de:ad:6d:60:ff");
const MACAddress NUC3("1c:1b:b5:ef:a2:9a");
const MACAddress NUC4("1c:1b:b5:ec:d1:82");
struct NUCSettings
{
int ID;
float ftm_offset;
float rssi_pathloss;
};
const std::unordered_map<MACAddress, NUCSettings> NUCS = {
{ NUC1, { 1, 1.25, 3.375 }},
{ NUC2, { 2, 2.00, 3.000 }},
{ NUC3, { 3, 1.75, 3.375 }},
{ NUC4, { 4, 2.75, 2.750 }}
};
namespace IMU {
const float turnSigma = 2.5; // 3.5
const float stepLength = 1.00;
@@ -113,11 +94,26 @@ namespace Settings {
const std::string errorDir = "../measurements/error/";
/** describes one dataset (map, training, parameter-estimation, ...) */
const MACAddress NUC1("38:de:ad:6d:77:25");
const MACAddress NUC2("38:de:ad:6d:60:ff");
const MACAddress NUC3("1c:1b:b5:ef:a2:9a");
const MACAddress NUC4("1c:1b:b5:ec:d1:82");
struct NUCSettings
{
int ID = 0;
Point3 position = { 0,0,0 };
float ftm_offset = 0.0f;
float rssi_pathloss = 0.0f;
float kalman_measStdDev = 0.0f;
};
struct DataSetup {
std::string map;
std::vector<std::string> training;
std::unordered_map<MACAddress, Point3> APs;
int numGTPoints;
std::unordered_map<MACAddress, NUCSettings> NUCs;
std::vector<int> gtPath;
};
/** all configured datasets */
@@ -129,13 +125,29 @@ namespace Settings {
dataDir + "Pixel2/Path0_0605.csv",
},
{
{ NUC1, { 7.5, 18.7, 0.8} }, // NUC 1
{ NUC2, { 8.6, 26.8, 0.8} }, // NUC 2
{ NUC3, {21.6, 19.1, 0.8} }, // NUC 3
{ NUC4, {20.8, 27.1, 0.8} }, // NUC 4
{ NUC1, {1, { 7.5, 18.7, 0.8}, 1.25, 3.375, 6.156} }, // NUC 1
{ NUC2, {2, { 8.6, 26.8, 0.8}, 2.00, 3.000, 5.650} }, // NUC 2
{ NUC3, {3, {21.6, 19.1, 0.8}, 1.75, 3.375, 6.107} }, // NUC 3
{ NUC4, {4, {20.8, 27.1, 0.8}, 2.75, 2.750, 3.985} }, // NUC 4
},
4
{ 0, 1, 2, 3 }
};
const DataSetup Path1 = {
mapDir + "map2_ap_path1.xml",
{
dataDir + "Pixel2/Path1_7208.csv",
},
{
{ NUC1, {1, { 8.1, 18.7, 0.8}, 0, 0, 0} }, // NUC 1
{ NUC2, {2, { 8.4, 27.3, 0.8}, 0, 0, 0} }, // NUC 2
{ NUC3, {3, {21.3, 19.3, 0.8}, 0, 0, 0} }, // NUC 3
{ NUC4, {4, {20.6, 26.8, 0.8}, 0, 0, 0} }, // NUC 4
},
{ 1, 2, 6, 7, 6, 2, 1 }
};
const DataSetup CurrentPath = Path1;
} data;
}

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@@ -308,12 +308,12 @@ public:
|| (true && wifi.second.getAP().getMAC() == Settings::NUC4)
)
{
float rssi_pathloss = Settings::NUCS.at(wifi.second.getAP().getMAC()).rssi_pathloss;
float rssi_pathloss = Settings::data.CurrentPath.NUCs.at(wifi.second.getAP().getMAC()).rssi_pathloss;
float rssiDist = LogDistanceModel::rssiToDistance(-40, rssi_pathloss, wifi.second.getRSSI());
float ftmDist = wifi.second.getFtmDist();
Point3 apPos = Settings::data.Path0.APs.find(wifi.first)->second;
Point3 apPos = Settings::data.CurrentPath.NUCs.find(wifi.first)->second.position;
Point3 particlePos = p.state.pos.pos;
particlePos.z = 1.3; // smartphone h<>he
float apDist = particlePos.getDistance(apPos);

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@@ -41,8 +41,7 @@ static Stats::Statistics<float> run(Settings::DataSetup setup, int numFile, std:
Offline::FileReader fr(setup.training[numFile]);
// ground truth
std::vector<int> gtPath;
for(int i = 0; i < setup.numGTPoints; ++i){gtPath.push_back(i);}
std::vector<int> gtPath = setup.gtPath;
Interpolator<uint64_t, Point3> gtInterpolator = fr.getGroundTruthPath(map, gtPath);
Stats::Statistics<float> errorStats;
@@ -70,10 +69,10 @@ static Stats::Statistics<float> run(Settings::DataSetup setup, int numFile, std:
// wifi
auto kalmanMap = std::make_shared<std::unordered_map<MACAddress, Kalman>>();
kalmanMap->insert({ Settings::NUC1, Kalman(1, 6.156) });
kalmanMap->insert({ Settings::NUC2, Kalman(2, 5.650) });
kalmanMap->insert({ Settings::NUC3, Kalman(3, 6.107) });
kalmanMap->insert({ Settings::NUC4, Kalman(4, 3.985) });
kalmanMap->insert({ Settings::NUC1, Kalman(1, setup.NUCs.at(Settings::NUC1).kalman_measStdDev) });
kalmanMap->insert({ Settings::NUC2, Kalman(2, setup.NUCs.at(Settings::NUC2).kalman_measStdDev) });
kalmanMap->insert({ Settings::NUC3, Kalman(3, setup.NUCs.at(Settings::NUC3).kalman_measStdDev) });
kalmanMap->insert({ Settings::NUC4, Kalman(4, setup.NUCs.at(Settings::NUC4).kalman_measStdDev) });
// mesh
@@ -144,7 +143,7 @@ static Stats::Statistics<float> run(Settings::DataSetup setup, int numFile, std:
if (e.type == Offline::Sensor::WIFI_FTM) {
auto ftm = fr.getWifiFtm()[e.idx].data;
float ftm_offset = Settings::NUCS.at(ftm.getAP().getMAC()).ftm_offset;
float ftm_offset = Settings::data.CurrentPath.NUCs.at(ftm.getAP().getMAC()).ftm_offset;
float ftmDist = ftm.getFtmDist() + ftm_offset; // in m; plus static offset
auto& kalman = kalmanMap->at(ftm.getAP().getMAC());
@@ -204,11 +203,11 @@ static Stats::Statistics<float> run(Settings::DataSetup setup, int numFile, std:
// draw wifi ranges
for (auto& ftm : obs.wifi)
{
int nucid = Settings::NUCS.at(ftm.second.getAP().getMAC()).ID;
int nucid = Settings::data.CurrentPath.NUCs.at(ftm.second.getAP().getMAC()).ID;
if (nucid == 1)
{
Point3 apPos = Settings::data.Path0.APs.find(ftm.first)->second;
Point3 apPos = Settings::data.CurrentPath.NUCs.find(ftm.first)->second.position;
//plot.addCircle(nucid, apPos.xy(), ftm.second.getFtmDist());
}
}
@@ -289,7 +288,7 @@ int main(int argc, char** argv)
for(int i = 0; i < 1; ++i){
for(int j = 0; j < 1; ++j){
tmp = run(Settings::data.Path0, j, evaluationName);
tmp = run(Settings::data.CurrentPath, j, evaluationName);
statsMedian.add(tmp.getMedian());
statsAVG.add(tmp.getAvg());
statsSTD.add(tmp.getStdDev());

View File

@@ -47,7 +47,7 @@ std::vector<std::tuple<float, float, float>> getFtmValues(Offline::FileReader& f
if (wifi.getAP().getMAC() == nuc)
{
Point3 apPos = Settings::data.Path0.APs.find(wifi.getAP().getMAC())->second;
Point3 apPos = Settings::data.CurrentPath.NUCs.find(wifi.getAP().getMAC())->second.position;
float apDist = gtPos.getDistance(apPos);
float ftmDist = wifi.getFtmDist();
float rssi = wifi.getRSSI();
@@ -152,15 +152,15 @@ void exportFtmValues(Offline::FileReader& fr, Interpolator<uint64_t, Point3>& gt
auto wifi = fr.getWifiFtm()[e.idx].data;
int nucid = Settings::NUCS.at(wifi.getAP().getMAC()).ID;
float ftm_offset = Settings::NUCS.at(wifi.getAP().getMAC()).ftm_offset;
float rssi_pathloss = Settings::NUCS.at(wifi.getAP().getMAC()).rssi_pathloss;
int nucid = Settings::data.CurrentPath.NUCs.at(wifi.getAP().getMAC()).ID;
float ftm_offset = Settings::data.CurrentPath.NUCs.at(wifi.getAP().getMAC()).ftm_offset;
float rssi_pathloss = Settings::data.CurrentPath.NUCs.at(wifi.getAP().getMAC()).rssi_pathloss;
float rssiDist = LogDistanceModel::rssiToDistance(-40, rssi_pathloss, wifi.getRSSI());
float ftmDist = wifi.getFtmDist() + ftm_offset; //in m; plus static offset
float ftmStdDev = wifi.getFtmDistStd();
Point3 apPos = Settings::data.Path0.APs.find(wifi.getAP().getMAC())->second;
Point3 apPos = Settings::data.CurrentPath.NUCs.find(wifi.getAP().getMAC())->second.position;
float apDist = gtPos.getDistance(apPos);
fs << ts.ms() << ";" << nucid << ";" << apDist << ";" << rssiDist << ";" << ftmDist << ";" << ftmStdDev << "\n";
@@ -180,8 +180,7 @@ static Stats::Statistics<float> run(Settings::DataSetup setup, int numFile, std:
Offline::FileReader fr(setup.training[numFile]);
// ground truth
std::vector<int> gtPath;
for(int i = 0; i < setup.numGTPoints; ++i){gtPath.push_back(i);}
std::vector<int> gtPath = setup.gtPath;
Interpolator<uint64_t, Point3> gtInterpolator = fr.getGroundTruthPath(map, gtPath);
Stats::Statistics<float> errorStats;
@@ -209,10 +208,10 @@ static Stats::Statistics<float> run(Settings::DataSetup setup, int numFile, std:
// wifi
auto kalmanMap = std::make_shared<std::unordered_map<MACAddress, Kalman>>();
kalmanMap->insert({ Settings::NUC1, Kalman(1, 6.156) });
kalmanMap->insert({ Settings::NUC2, Kalman(2, 5.650) });
kalmanMap->insert({ Settings::NUC3, Kalman(3, 6.107) });
kalmanMap->insert({ Settings::NUC4, Kalman(4, 3.985) });
kalmanMap->insert({ Settings::NUC1, Kalman(1, setup.NUCs.at(Settings::NUC1).kalman_measStdDev) });
kalmanMap->insert({ Settings::NUC2, Kalman(2, setup.NUCs.at(Settings::NUC2).kalman_measStdDev) });
kalmanMap->insert({ Settings::NUC3, Kalman(3, setup.NUCs.at(Settings::NUC3).kalman_measStdDev) });
kalmanMap->insert({ Settings::NUC4, Kalman(4, setup.NUCs.at(Settings::NUC4).kalman_measStdDev) });
// mesh
NM::NavMeshSettings set;
@@ -290,7 +289,7 @@ static Stats::Statistics<float> run(Settings::DataSetup setup, int numFile, std:
if (e.type == Offline::Sensor::WIFI_FTM) {
auto ftm = fr.getWifiFtm()[e.idx].data;
float ftm_offset = Settings::NUCS.at(ftm.getAP().getMAC()).ftm_offset;
float ftm_offset = Settings::data.CurrentPath.NUCs.at(ftm.getAP().getMAC()).ftm_offset;
float ftmDist = ftm.getFtmDist() + ftm_offset; // in m; plus static offset
auto& kalman = kalmanMap->at(ftm.getAP().getMAC());
@@ -323,11 +322,11 @@ static Stats::Statistics<float> run(Settings::DataSetup setup, int numFile, std:
// draw wifi ranges
for (auto& ftm : obs.wifi)
{
int nucid = Settings::NUCS.at(ftm.second.getAP().getMAC()).ID;
int nucid = Settings::data.CurrentPath.NUCs.at(ftm.second.getAP().getMAC()).ID;
if (nucid == 1)
{
Point3 apPos = Settings::data.Path0.APs.find(ftm.first)->second;
Point3 apPos = Settings::data.CurrentPath.NUCs.find(ftm.first)->second.position;
// plot.addCircle(nucid, apPos.xy(), ftm.second.getFtmDist());
}
}
@@ -402,7 +401,7 @@ int mainFtm(int argc, char** argv) {
for(int i = 0; i < 1; ++i){
for(int j = 0; j < 1; ++j){
tmp = run(Settings::data.Path0, j, evaluationName);
tmp = run(Settings::data.CurrentPath, j, evaluationName);
statsMedian.add(tmp.getMedian());
statsAVG.add(tmp.getAvg());
statsSTD.add(tmp.getStdDev());

147
map/map2_ap_path1.xml Normal file
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@@ -0,0 +1,147 @@
<map width="0" depth="1.4012985e-45">
<earthReg>
<correspondences/>
</earthReg>
<floors>
<floor atHeight="3" height="2.8" name="OG">
<outline>
<polygon name="" method="0" outdoor="false">
<point x="4.9200001" y="28.9"/>
<point x="4.9200001" y="16.6"/>
<point x="14.04" y="16.6"/>
<point x="14.04" y="17.74"/>
<point x="18.08" y="17.74"/>
<point x="18.08" y="16.6"/>
<point x="23.879999" y="16.6"/>
<point x="23.879999" y="28.9"/>
</polygon>
</outline>
<obstacles>
<wall material="3" type="1" x1="10.679999" y1="24.9" x2="5.2000003" y2="24.9" thickness="0.12">
<door type="1" material="2" x01="0.080291912" width="0.89999998" height="2.0999999" io="true" lr="false"/>
</wall>
<wall material="3" type="1" x1="10.719999" y1="28.619999" x2="10.719999" y2="22.4" thickness="0.12"/>
<wall material="3" type="1" x1="10.719999" y1="22.4" x2="13.54" y2="22.4" thickness="0.18000001"/>
<wall material="3" type="1" x1="5.0799999" y1="28.76" x2="23.719999" y2="28.76" thickness="0.30000001"/>
<wall material="3" type="1" x1="23.719999" y1="28.76" x2="23.719999" y2="16.76" thickness="0.30000001"/>
<wall material="3" type="1" x1="18.219999" y1="16.76" x2="23.719999" y2="16.76" thickness="0.30000001"/>
<wall material="3" type="1" x1="18.219999" y1="17.9" x2="18.219999" y2="16.76" thickness="0.30000001"/>
<wall material="3" type="1" x1="13.88" y1="17.9" x2="18.219999" y2="17.9" thickness="0.30000001"/>
<wall material="3" type="1" x1="13.88" y1="16.76" x2="13.88" y2="17.9" thickness="0.30000001"/>
<wall material="3" type="1" x1="5.0799999" y1="16.76" x2="13.88" y2="16.76" thickness="0.30000001"/>
<wall material="3" type="1" x1="5.0799999" y1="28.76" x2="5.0799999" y2="16.76" thickness="0.30000001"/>
<wall material="3" type="1" x1="15.259999" y1="22.4" x2="18.08" y2="22.4" thickness="0.2"/>
<wall material="3" type="1" x1="18.08" y1="28.619999" x2="18.08" y2="22.4" thickness="0.12"/>
<wall material="3" type="1" x1="9.0999994" y1="24.859999" x2="9.0999994" y2="20.799999" thickness="0.12">
<door type="1" material="2" x01="0.85221666" width="0.85000002" height="2.0999999" io="true" lr="true"/>
</wall>
<wall material="3" type="1" x1="5.2199998" y1="20.779999" x2="10.599999" y2="20.779999" thickness="0.12">
<door type="1" material="2" x01="0.93308562" width="0.85000002" height="2.0999999" io="true" lr="true"/>
</wall>
<wall material="3" type="1" x1="16.859999" y1="17.98" x2="16.859999" y2="20.779999" thickness="0.12"/>
<wall material="3" type="1" x1="18.299999" y1="18.059999" x2="18.300001" y2="20.800001" thickness="0.12"/>
<wall material="3" type="1" x1="18.1" y1="24.859999" x2="23.619999" y2="24.859999" thickness="0.12">
<door type="1" material="2" x01="0.083333187" width="0.85000002" height="2.0999999" io="false" lr="false"/>
<door type="1" material="2" x01="0.41666663" width="0.89999998" height="2.0999999" io="true" lr="false"/>
</wall>
<wall material="3" type="1" x1="19.699999" y1="20.82" x2="19.699999" y2="24.859999" thickness="0.12"/>
<wall material="3" type="1" x1="19.699999" y1="22.719999" x2="23.699999" y2="22.719999" thickness="0.12"/>
<wall material="3" type="1" x1="15.66" y1="20.779999" x2="23.68" y2="20.779999" thickness="0.12">
<door type="1" material="2" x01="0.59057063" width="0.89999998" height="2.0999999" io="false" lr="false"/>
<door type="1" material="2" x01="0.36476421" width="0.85000002" height="2.0999999" io="true" lr="false"/>
<door type="1" material="2" x01="0.30769235" width="0.75" height="2.0999999" io="true" lr="true"/>
<door type="1" material="2" x01="0.01736965" width="0.75" height="2.0999999" io="true" lr="false"/>
</wall>
<wall material="1" type="1" x1="10.7" y1="16.9" x2="10.7" y2="20.779999" thickness="0.12"/>
<wall material="1" type="1" x1="10.7" y1="20.779999" x2="15.559999" y2="20.779999" thickness="0.12">
<door type="1" material="2" x01="0.94650221" width="1.1" height="2.0999999" io="true" lr="true"/>
</wall>
<wall material="1" type="1" x1="15.559999" y1="18.039999" x2="15.559999" y2="20.779999" thickness="0.12"/>
</obstacles>
<underlays>
<underlay x="-0" y="0" sx="0.0105" sy="0.0105" name="" file="D:/Source/Navegadors/NavData/2019_06_10_prologicv2/map/Datenplan_OG.png"/>
</underlays>
<pois/>
<gtpoints>
<gtpoint id="1" x="9.8000002" y="25.800001" z="0"/>
<gtpoint id="2" x="9.8000002" y="21.700001" z="0"/>
<gtpoint id="6" x="19" y="21.700001" z="0"/>
<gtpoint id="7" x="19" y="25.700001" z="0"/>
</gtpoints>
<accesspoints>
<accesspoint name="NUC1" mac="38:de:ad:6d:77:25" x="8.1000004" y="18.700001" z="2" mdl_txp="0" mdl_exp="0" mdl_waf="0"/>
<accesspoint name="NUC2" mac="38:de:ad:6d:60:ff" x="8.4000006" y="27.300001" z="2" mdl_txp="0" mdl_exp="0" mdl_waf="0"/>
<accesspoint name="NUC3" mac="1c:1b:b5:ef:a2:9a" x="21.300001" y="19.300001" z="2" mdl_txp="0" mdl_exp="0" mdl_waf="0"/>
<accesspoint name="NUC4" mac="1c:1b:b5:ec:d1:82" x="20.6" y="26.800001" z="2" mdl_txp="0" mdl_exp="0" mdl_waf="0"/>
</accesspoints>
<beacons/>
<fingerprints/>
<stairs/>
<elevators/>
</floor>
<floor atHeight="0" height="3" name="EG">
<outline>
<polygon name="" method="0" outdoor="false">
<point x="4.9200001" y="28.9"/>
<point x="4.9200001" y="16.6"/>
<point x="14.04" y="16.6"/>
<point x="15" y="16.6"/>
<point x="17.300001" y="16.6"/>
<point x="18.08" y="16.6"/>
<point x="23.879999" y="16.6"/>
<point x="23.879999" y="28.9"/>
</polygon>
</outline>
<obstacles>
<wall material="3" type="1" x1="5.0799999" y1="28.76" x2="23.719999" y2="28.76" thickness="0.30000001"/>
<wall material="3" type="1" x1="23.719999" y1="28.76" x2="23.719999" y2="16.76" thickness="0.30000001"/>
<wall material="3" type="1" x1="17.26" y1="16.76" x2="23.719999" y2="16.76" thickness="0.30000001"/>
<wall material="3" type="1" x1="5.0799999" y1="16.76" x2="15.059999" y2="16.76" thickness="0.30000001"/>
<wall material="3" type="1" x1="5.0799999" y1="28.76" x2="5.0799999" y2="16.76" thickness="0.30000001"/>
<wall material="3" type="1" x1="5.2000003" y1="24.9" x2="23.6" y2="24.9" thickness="0.12">
<door type="1" material="2" x01="0.32608694" width="0.89999998" height="2.0999999" io="false" lr="true"/>
<door type="1" material="2" x01="0.40326083" width="0.89999998" height="2.0999999" io="false" lr="false"/>
<door type="1" material="2" x01="0.62391305" width="0.89999998" height="2.0999999" io="false" lr="true"/>
<door type="1" material="2" x01="0.6760869" width="0.89999998" height="2.0999999" io="false" lr="false"/>
</wall>
<wall material="3" type="1" x1="5.2000003" y1="20.800001" x2="10.62" y2="20.799999" thickness="0.12">
<door type="1" material="2" x01="0.93357944" width="0.89999998" height="2.0999999" io="true" lr="true"/>
</wall>
<wall material="3" type="1" x1="17.559999" y1="20.779999" x2="23.6" y2="20.779999" thickness="0.12">
<door type="1" material="2" x01="0.69536424" width="1" height="2.0999999" io="true" lr="false"/>
<door type="1" material="2" x01="0.11258282" width="0.89999998" height="2.0999999" io="true" lr="false"/>
</wall>
<wall material="3" type="1" x1="20.52" y1="16.879999" x2="20.52" y2="20.76" thickness="0.12"/>
<wall material="3" type="1" x1="9.0999994" y1="20.82" x2="9.1000004" y2="24.9" thickness="0.12">
<door type="1" material="2" x01="0.79901963" width="0.89999998" height="2.0999999" io="false" lr="true"/>
</wall>
<wall material="1" type="1" x1="10.7" y1="16.9" x2="10.7" y2="20.779999" thickness="0.12"/>
<wall material="1" type="1" x1="10.7" y1="20.779999" x2="17.48" y2="20.779999" thickness="0.12">
<door type="1" material="2" x01="0.64306784" width="1.1" height="2.0999999" io="true" lr="false"/>
<door type="1" material="2" x01="0.96755171" width="1.1" height="2.0999999" io="true" lr="true"/>
</wall>
<wall material="1" type="1" x1="17.48" y1="20.779999" x2="17.48" y2="16.879999" thickness="0.12"/>
<wall material="3" type="1" x1="11.96" y1="28.66" x2="11.96" y2="24.879999" thickness="0.12"/>
<wall material="3" type="1" x1="15.02" y1="28.699999" x2="15.02" y2="24.9" thickness="0.12"/>
<wall material="3" type="1" x1="16.859999" y1="28.699999" x2="16.859999" y2="24.9" thickness="0.12"/>
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</obstacles>
<underlays>
<underlay x="-0" y="0" sx="0.0105" sy="0.0105" name="" file="D:/Source/Navegadors/NavData/2019_06_10_prologicv2/map/Datenplan_EG.png"/>
</underlays>
<pois/>
<gtpoints/>
<accesspoints/>
<beacons/>
<fingerprints/>
<stairs/>
<elevators/>
</floor>
</floors>
</map>

156
map/map_2.xml Normal file
View File

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<map width="0" depth="1.4012985e-45">
<earthReg>
<correspondences/>
</earthReg>
<floors>
<floor atHeight="3" height="2.8" name="OG">
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</outline>
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</obstacles>
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</underlays>
<pois/>
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</gtpoints>
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</accesspoints>
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<stairs/>
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</floor>
<floor atHeight="0" height="3" name="EG">
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</outline>
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</floor>
</floors>
</map>

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