Detecting a parking row with a vehicle radar system
A vehicle radar detection system arranged to be mounted in an ego vehicle and including at least one detector arrangement and at least one control unit arrangement. The detector arrangement is adapted to obtain a dataset initially including a number K of radar detections. The control unit arrangement is adapted to repeatedly determine a dominating line from the dataset of radar detections, remove radar detections associated with the dominating line from the dataset of radar detections until a first stopping criterion is fulfilled, thereby determining a plurality of lines from the number K of radar detections.
1. A vehicle radar system arranged to be mounted in an ego vehicle and including:
at least one detector arrangement; and
at least one control unit arrangement,
wherein the detector arrangement is configured to obtain a dataset initially including a number K of radar detections, and
wherein the control unit arrangement is configured to, for determination of a plurality of lines corresponding to dominating lines of respective iterations from the number K of radar detections, repeatedly until a first stopping criterion is fulfilled:
determine a dominating line for a current iteration from the dataset of radar detections for the current iteration, and
update the dataset of radar detections for a next iteration based on removal of radar detections associated with the dominating line for the current iteration from the dataset of radar detections for the current iteration.
2. The vehicle radar system according to claim 1 , wherein the control unit arrangement is configured to, for determination of the dominating line for the current iteration:
for determination of one or more temporary lines, repeatedly until a second stopping criterion is fulfilled:
select at least two radar detections,
determine one of the one or more temporary lines based on the at least two selected radar detections, and
determine a set of inliers from the radar detections associated with the one of the one or more temporary lines, wherein an inlier is a radar detection that lies within a certain predetermined distance from the determined one of the one or more temporary lines; and
based on the second stopping criterion being fulfilled, determine, from the one or more temporary lines, the dominating line as the temporary line associated with the set of inliers having largest cardinality.
3. The vehicle radar system according to claim 1 , wherein the control unit arrangement is configured to determine, for a line in question from the plurality of lines, a number of radar detections within each one of a plurality of spatial slots that run parallel to the line in question, where the plurality of spatial slots extend orthogonal to the line in question, such that a radar detection density distribution (P density ) is obtained along an axis that runs orthogonal to the line in question.
4. The vehicle radar system according to claim 3 , wherein each slot of the plurality of spatial slots corresponds to a distance interval r.
5. The vehicle radar system according to claim 4 , wherein the control unit arrangement is configured to analyze magnitudes of peaks of the radar detection density distribution (P density ), wherein peaks that lie within certain thresholds are determined to indicate parallel lines.
6. The vehicle radar system according to claim 1 , wherein the control unit arrangement is configured to determine which lines from the plurality of lines are mutually parallel by comparing the lines.
7. A method for a vehicle radar system arranged to be mounted in an ego vehicle, comprising:
obtaining, by at least one detector of the vehicle radar system, a dataset initially including a number K of radar detections; and
determining, by at least one controller of the vehicle radar system, a plurality of lines corresponding to dominating lines of respective iterations from the number K of radar detections by performing, repeatedly until a first stopping criterion is fulfilled:
determining a dominating line for a current iteration from the dataset of radar detections for a current iteration, and
updating the dataset of radar detections for a next iteration by removing radar detections associated with the dominating line for the current iteration from the dataset of radar detections for the current iteration.
8. The method according to claim 7 , wherein the determining the dominating line for the current iteration from the dataset of radar detections for the current iteration includes:
determining one or more temporary lines, including performing, repeatedly until a second stopping criterion is fulfilled:
selecting at least two radar detections;
determining one of the one or more temporary lines based on the at least two selected radar detections;
determining a set of inliers from the radar detections associated with the one of the one or more temporary lines, where an inlier is a radar detection that lies within a certain predetermined distance from the determined one of the one or more temporary lines; and
based on the second stopping criterion being fulfilled, determining, from the one or more temporary lines, the dominating line as the temporary line associated with the set of inliers having largest cardinality.
9. The method according to claim 7 , further comprising, for a line in question from the plurality of lines, determining a number of radar detections within each one of a plurality of spatial slots that run parallel to the line in question, where the plurality of spatial slots extend orthogonal to the line in question, such that a radar detection density distribution (P density ) is obtained along an axis that runs orthogonal to the line in question.
10. The method according to claim 9 , wherein each slot of the plurality of spatial slots corresponds to a distance interval r.
11. The method according to claim 10 , further comprising analyzing magnitudes of peaks of the radar detection density distribution (P density ), wherein peaks that lie within certain thresholds are determined to indicate parallel lines.
12. The method according to claim 7 , further comprising determining which lines from the plurality of lines are mutually parallel by comparing the lines.
13. The vehicle radar system according to claim 1 , wherein the first stopping criterion is, after the current iteration:
a predetermined number of iterations has been performed,
a predetermined number of lines has been obtained,
a predetermined number of remaining radar detections in the dataset of radar detections for the next iteration has been reached, or
the radar detections associated with the dominating line for the current iteration is less than a predetermined threshold.
14. The method according to claim 7 , wherein the first stopping criterion is, after the current iteration:
a predetermined number of iterations has been performed,
a predetermined number of lines has been obtained,
a predetermined number of remaining radar detections in the dataset of radar detections for the next iteration has been reached, or
the radar detections associated with the dominating line for the current iteration is less than a predetermined threshold.
15. A vehicle radar system arranged to be mounted in an ego vehicle and including:
at least one detector arrangement; and
at least one control unit arrangement,
wherein the detector arrangement is configured to obtain a dataset initially including a number K of radar detections,
wherein the control unit arrangement is configured to, for determination of a plurality of lines corresponding to dominating lines of respective iterations from the number K of radar detections, repeatedly until a first stopping criterion is fulfilled:
determine a dominating line for a current iteration from the dataset of radar detections for the current iteration, and
update the dataset of radar detections for a next iteration based on removal of radar detections associated with the dominating line for the current iteration from the dataset of radar detections for the current iteration, and
wherein the control unit arrangement is further configured to, for determination of the dominating line for the current iteration:
for determination of one or more temporary lines, repeatedly until a second stopping criterion is fulfilled:
select at least two radar detections,
determine one of the one or more temporary lines based on the at least two selected radar detections, and
determine a set of inliers from the radar detections associated with the one of the one or more temporary lines, wherein an inlier is a radar detection that lies within a certain predetermined distance from the determined one of the one or more temporary lines; and
based on the second stopping criterion being fulfilled, determine, from the one or more temporary lines, the dominating line as the temporary line associated with the set of inliers having largest cardinality.
16. The vehicle radar system according to claim 15 , wherein the control unit arrangement is configured to determine, for a line in question from the plurality of lines, a number of radar detections within each one of a plurality of spatial slots that run parallel to the line in question, where the plurality of spatial slots extend orthogonal to the line in question, such that a radar detection density distribution (P density ) is obtained along an axis that runs orthogonal to the line in question.
17. The vehicle radar system according to claim 16 , wherein each slot of the plurality of spatial slots corresponds to a distance interval r.
18. The vehicle radar system according to claim 17 , wherein the control unit arrangement is configured to analyze magnitudes of peaks of the radar detection density distribution (P density ), wherein peaks that lie within certain thresholds are determined to indicate parallel lines.
19. The vehicle radar system according to claim 15 , wherein the control unit arrangement is configured to determine which lines from the plurality of lines are mutually parallel by comparing the lines.
20. The vehicle radar system according to claim 15 , wherein the first stopping criterion is, after the current iteration:
a predetermined number of iterations has been performed,
a predetermined number of lines has been obtained,
a predetermined number of remaining radar detections in the dataset of radar detections for the next iteration has been reached, or
the radar detections associated with the dominating line for the current iteration is less than a predetermined threshold.