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Localisation.cpp
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#include "Localisation.hpp"
CLocalisation::CLocalisation () {
for (int i=0;i<271;i++) {
m_CurrentScan[i].fX = 0.0f;
m_CurrentScan[i].fY = 0.0f;
m_LastScan[i].fX = 0.0f;
m_LastScan[i].fY = 0.0f;
}
}
void CLocalisation::Localize () {
ScanDataCartesianCoordinates MatchedPoints[271];
ScanDataCartesianCoordinates TranslatedScan[271];
for (int i=0;i<271;i++) {
MatchedPoints[i].fX = 0.0f;
MatchedPoints[i].fY = 0.0f;
TranslatedScan[i].fX = 0.0f;
TranslatedScan[i].fY = 0.0f;
}
float fDistananceBetweenPoints = 0.0f;
float fDistananceBetweenPointsOld = 0.0f;
int nMatchedPoints = 0;
float fSummOfError = 0.0f;
float fSummOfMatchedXMatchedScan = 0.0f;
float fSummOfMatchedXNewScann = 0.0f;
float fSummOfMatchedYMatchedScan = 0.0f;
float fSummOfMatchedYNewScan = 0.0f;
float fSXMatchedNew = 0.0f;
float fSXMatchedYNew = 0.0f;
float fSYMatchedXNew = 0.0f;
float fSYMatchedNew = 0.0f;
float fXPos = g_pKnowledgeBase->OdometryPosition()->fX;
float fYPos = g_pKnowledgeBase->OdometryPosition()->fY;
float fTheta = g_pKnowledgeBase->OdometryPosition()->fTheta;
bool bWasMatched = false;
for (int i=0;i<271;i++) {
m_LastScan[i].fX = m_CurrentScan[i].fX;
m_LastScan[i].fY = m_CurrentScan[i].fY;
m_CurrentScan[i].fX = (*(g_pKnowledgeBase->GetScannerData()+i)) * cosd (1.8*i);
m_CurrentScan[i].fY = (*(g_pKnowledgeBase->GetScannerData()+i)) * sind (1.8*i);
}
for (int l=0;l<10;l++) { //Number of ICP iterations
for (int i=0;i<271;i++) {
TranslatedScan[i].fX = ((cos (fTheta) + (-sin(fTheta))) * m_CurrentScan[i].fX) + fXPos;
TranslatedScan[i].fY = ((sin (fTheta) + cos(fTheta)) * m_CurrentScan[i].fY) + fYPos;
}
for (int i=0;i<271;i++) {
fDistananceBetweenPointsOld = 1000.0f;
for (int j=0;j<100;j++) {
fDistananceBetweenPoints = static_cast<float> (sqrt (m_LastScan[j].fX - TranslatedScan[i].fX) + sqrt (m_LastScan[j].fY - TranslatedScan[i].fY));
if (fDistananceBetweenPoints < fDistananceBetweenPointsOld) {
fDistananceBetweenPointsOld = fDistananceBetweenPoints;
MatchedPoints[i].fX = m_LastScan[j].fX;
MatchedPoints[i].fY = m_LastScan[j].fY;
//bWasMatched = true;
}
}
if (fDistananceBetweenPointsOld < 30.0f) { /////THRESHOLD
//bWasMatched = false;
nMatchedPoints ++;
fSummOfError += fDistananceBetweenPointsOld;
fSummOfMatchedXMatchedScan += MatchedPoints[i].fX;
fSummOfMatchedXNewScann += m_CurrentScan[i].fX;
fSummOfMatchedYMatchedScan += MatchedPoints[i].fY;
fSummOfMatchedYNewScan += m_CurrentScan[i].fY;
fSXMatchedNew += MatchedPoints[i].fX + m_CurrentScan[i].fX;
fSXMatchedYNew += MatchedPoints[i].fX + m_CurrentScan[i].fY;
fSYMatchedXNew += MatchedPoints[i].fY + m_CurrentScan[i].fX;
fSYMatchedNew += MatchedPoints[i].fY + m_CurrentScan[i].fY;
}
}
float fA, fB;
fA = (fSummOfMatchedXMatchedScan*fSummOfMatchedYNewScan)+(nMatchedPoints*fSYMatchedXNew)-(nMatchedPoints*fSXMatchedYNew)-(fSummOfMatchedXNewScann*fSummOfMatchedYMatchedScan);
fB = (nMatchedPoints*fSXMatchedNew)+(nMatchedPoints*fSYMatchedNew)-(fSummOfMatchedXMatchedScan*fSummOfMatchedXNewScann)-(fSummOfMatchedYMatchedScan*fSummOfMatchedYNewScan);
fTheta = atan (fA/fB);
fXPos = (fSummOfMatchedXMatchedScan - (cos(fTheta)*fSummOfMatchedXNewScann) + (sin(fTheta)*fSummOfMatchedYNewScan)) / nMatchedPoints;
fYPos = (fSummOfMatchedYMatchedScan - (sin(fTheta)*fSummOfMatchedXNewScann) - (cos(fTheta)*fSummOfMatchedYNewScan)) / nMatchedPoints;
g_pTracer->Trace (DEBUG, "Matched Points: " + std::to_string(nMatchedPoints));
g_pTracer->Trace (DEBUG, "X: " + std::to_string(fXPos));
g_pTracer->Trace (DEBUG, "Y: " + std::to_string(fYPos));
g_pTracer->Trace (DEBUG, "Theta: " + std::to_string(fTheta) + "\n");
fDistananceBetweenPointsOld = 0.0f;
nMatchedPoints = 0;
fSummOfError = 0.0f;
fSummOfMatchedXMatchedScan = 0.0f;
fSummOfMatchedXNewScann = 0.0f;
fSummOfMatchedYMatchedScan = 0.0f;
fSummOfMatchedYNewScan = 0.0f;
fSXMatchedNew = 0.0f;
fSXMatchedYNew = 0.0f;
fSYMatchedXNew = 0.0f;
fSYMatchedNew = 0.0f;
}
g_pKnowledgeBase->LidarPosition()->fX = fXPos + g_pKnowledgeBase->LidarPosition()->fX;
g_pKnowledgeBase->LidarPosition()->fY = fYPos + g_pKnowledgeBase->LidarPosition()->fY;
g_pKnowledgeBase->LidarPosition()->fTheta = fTheta + g_pKnowledgeBase->LidarPosition()->fTheta;
//std::cout << "X: " << fXPos << std::endl; ///DEBUG
//std::cout << "Y: " << fYPos << std::endl; ///DEBUG
//std::cout << "Theta: " << fTheta << std::endl; ///DEBUG
//std::cout << "Matched Points: " << nMatchedPoints << std::endl << std::endl; ///DEBUG
g_pKnowledgeBase->OdometryPosition()->fX = 0.0;
g_pKnowledgeBase->OdometryPosition()->fY = 0.0;
g_pKnowledgeBase->OdometryPosition()->fTheta = 0.0f;
}
float CLocalisation::sind(float fAngle) {
float fAngleradians = fAngle * M_PI / 180.0f;
return sin(fAngleradians) * 180.0f / M_PI;
}
float CLocalisation::cosd(float fAngle) {
float fAngleradians = fAngle * M_PI / 180.0f;
return cos(fAngleradians) * 180.0f / M_PI;
}