Radar detector with tracking feedback
A radar system comprises a transmit antenna that transmits a radar signal and a receive antenna that receives a radar return. The system further comprises one or more processors configured to perform acts comprising: detecting object based on information in the radar return. The acts further comprise generating and providing to a tracking system a point cloud comprising information related to the detected object. Additionally, the acts comprise receiving from the tracking system an indication of a predicted cell in which the detected object is predicted to be located in a subsequent radar frame, wherein the predicted cell is associated with a confidence value. The acts further comprise reducing, for the subsequent radar frame, a detection threshold value for the predicted cell.
1 . A method performed by a radar system, the method comprising:
receiving at a receive antenna a radar return;
detecting an object based on information in the radar return;
generating and providing to a tracking system a point cloud comprising information related to the detected object;
receiving from the tracking system an indication of a predicted cell in which the detected object is predicted to be located in a subsequent radar frame, wherein the predicted cell is associated with a confidence value which represents a likelihood that the detected object will be in the predicted cell in the subsequent radar frame; and
modifying, for the subsequent radar frame and based on the confidence value, a detection threshold value for detecting the detected object with respect to the predicted cell, wherein modifying the detection threshold value comprises:
reducing the detection threshold value toward a minimum power threshold for detecting the detected object as the confidence value approaches 1; and
adjusting the detection threshold value toward an originally assigned power threshold for detecting the detected object as the confidence value approaches 0.
2 . The method of claim 1 , wherein reducing the detection threshold value comprises calculating a reduced detection threshold value based on the confidence value.
3 . The method of claim 1 , wherein:
the confidence value ranges from 0 to 1, and wherein
the detection threshold value equals the minimum power threshold for detecting the detected object when the confidence value equals 1; and
the detection threshold value equals the originally assigned power threshold for detecting the detected object when the confidence value equals 0.
4 . The method of claim 1 , further comprising identifying one or more neighboring cells near the predicted cell, and reducing a detection threshold value for detecting the detected object for a given neighboring cell based on a confidence value associated with the given neighboring cell, wherein the confidence value which represents a likelihood that the detected object will be in the given neighboring cell in the subsequent radar frame.
5 . The method of claim 1 , wherein the confidence value is based on object information from one or more of a radar system, a lidar system, and a camera system.
6 . The method of claim 1 , performed on a frame-by-frame basis.
7 . A radar system comprising:
a transmit antenna that transmits a radar signal;
a receive antenna that receives a radar return; and
circuitry configured to perform acts comprising:
detecting an object based on information in the radar return;
generating and providing to a tracking system a point cloud comprising information related to the detected object;
receiving from the tracking system an indication of a predicted cell in which the detected object is predicted to be located in a subsequent radar frame, wherein the predicted cell is associated with a confidence value which represents a likelihood that the detected object will be in the predicted cell in the subsequent radar frame; and
modifying, for the subsequent radar frame and based on the confidence value, a detection threshold value for detecting the detected object with respect to the predicted cell, wherein modifying the detection threshold value comprises:
reducing the detection threshold value toward a minimum power threshold for detecting the detected object as the confidence value approaches 1; and
adjusting the detection threshold value toward an originally assigned power threshold for detecting the detected object as the confidence value approaches 0.
8 . The radar system of claim 7 , wherein reducing the detection threshold value comprises calculating a reduced detection threshold value based on the confidence value.
9 . The radar system of claim 7 , wherein:
the confidence value ranges from 0 to 1, and wherein
the detection threshold value equals the minimum power threshold for detecting the detected object when the confidence value equals 1; and
the detection threshold value equals the originally assigned power threshold for detecting the detected object when the confidence value equals 0 .
10 . The radar system of claim 7 , further comprising identifying one or more neighboring cells near the predicted cell, and reducing a detection threshold value for detecting the detected object for a given neighboring cell based on a confidence value associated with the given neighboring cell, wherein the confidence value which represents a likelihood that the detected object will be in the given neighboring cell in the subsequent radar frame.
11 . The radar system of claim 7 , wherein the confidence value is based on object information from one or more of a radar system, a lidar system, and a camera system.
12 . The radar system of claim 7 , wherein the acts are performed on a frame-by-frame basis.
13 . A radar system comprising:
a transmit antenna that transmits a radar signal;
a receive antenna that receives a radar return; and
a hardware logic component that is configured to perform acts comprising:
receiving from the receive antenna a radar signal received by the receive antenna in the radar return;
detecting an object based on information in the radar signal;
generating and providing to a tracking system a point cloud comprising information related to the detected object;
receiving from the tracking system an indication of a predicted cell in which the detected object is predicted to be located in a subsequent radar frame, wherein the predicted cell is associated with a confidence value which represents a likelihood that the detected object will be in the predicted cell in the subsequent radar frame; and
modifying, for the subsequent radar frame and based on the confidence value, a detection threshold value for detecting the detected object with respect to the predicted cell, wherein modifying the detection threshold value comprises:
reducing the detection threshold value toward a minimum power threshold for detecting the detected object as the confidence value approaches 1; and
adjusting the detection threshold value toward an originally assigned power threshold for detecting the detected object as the confidence value approaches 0.
14 . The radar system of claim 13 , wherein reducing the detection threshold value comprises calculating a reduced detection threshold value based on the confidence value.
15 . The radar system of claim 13 , wherein the confidence value ranges from 0 to 1,
the detection threshold value equals the minimum power threshold for detecting the detected object when the confidence value equals 1; and
the detection threshold value equals the originally assigned power threshold for detecting the detected object when the confidence value equals 0 .
16 . The radar system of claim 13 , further comprising identifying one or more neighboring cells near the predicted cell, and reducing a detection threshold value for detecting the detected object for a given neighboring cell based on a confidence value associated with the given neighboring cell, wherein the confidence value which represents a likelihood that the detected object will be in the given neighboring cell in the subsequent radar frame.
17 . The radar system of claim 13 , wherein the confidence value is based on object information from one or more of a radar system, a lidar system, and a camera system.