Files
SLAM-Sim/tests/ScanGraph/ScanMatcherTest.java

75 lines
3.1 KiB
Java

package ScanGraph;
import org.ejml.simple.SimpleMatrix;
import org.junit.jupiter.api.Test;
import Vector.Vector;
import java.lang.reflect.Array;
import java.util.ArrayList;
import static org.junit.jupiter.api.Assertions.*;
class ScanMatcherTest {
/**
* @brief Generate a scan point from a scan description
* @param offset The offset of the scan point from the origin
* @param scanDescription A vector which describes the length of the line and direction of the line
* @return A scan point with the given offset and scan description
*/
ScanPoint generateScanPoint(Vector offset, Vector scanDescription, int numPoints){
// generate a scan point with the given offset and scan description
ArrayList<Vector> scan = new ArrayList<>();
// divide the scan description by the number of points to allow us to scale it back up in the loop
Vector directionVector = scanDescription.div(numPoints-1);
for (int i = 0; i < numPoints; i++) {
scan.add(offset.add(directionVector.mul(i)));
}
return new ScanPoint(new Vector(0, 0), 0, scan);
}
@Test
void applyRotationAndTranslationMatrices() {
// generate one scan that is level and another that is rotated 45 degrees.
Vector scanDescription = new Vector(10, 0);
ScanPoint referenceScan = generateScanPoint(new Vector(0, 0), scanDescription, 10);
ScanPoint newScan = generateScanPoint(new Vector(0, 0), scanDescription.rotate2D((float) Math.PI / 4), 10);
Vector test = scanDescription.rotate2D((float) Math.PI / 4);
float mag = test.mag();
// calculate the rotation and translation matrices between the two scans
ScanMatcher matcher = new ScanMatcher();
matcher.calculateRotationAndTranslationMatrices(referenceScan, newScan);
// apply the rotation and translation matrices to the new scan
ScanPoint newScanWithRotationAndTranslation = matcher.applyRotationAndTranslationMatrices(newScan);
// Get the first and last points of the new scan with rotation and translation and calculate the angle between them
ArrayList<Vector> points = newScanWithRotationAndTranslation.getPoints();
Vector firstPoint = points.get(0);
Vector lastPoint = points.get(points.size() - 1);
Vector rotatedDirection = lastPoint.sub(firstPoint);
float angle = scanDescription.angleDiff(rotatedDirection);
// The angle between the first and last points should be zero
assertEquals(0, angle);
}
@Test
void getError() {
// generate two scans that are the same. The error should be zero.
ScanPoint scan1 = generateScanPoint(new Vector(0, 0), new Vector(10, 10), 12);
ScanPoint scan2 = generateScanPoint(new Vector(0, 0), new Vector(10, 10), 12);
ScanMatcher matcher = new ScanMatcher();
matcher.calculateRotationAndTranslationMatrices(scan1, scan2);
assertEquals(0, matcher.getError(scan1, scan2));
}
@Test
void iterativeScanMatch() {
// TODO: Write a test for this
}
}