Wide-view LIDAR with areas of special attention
A system and method include scanning a light detection and ranging (LIDAR) device through a range of orientations corresponding to a scanning zone while emitting light pulses from the LIDAR device. The method also includes receiving returning light pulses corresponding to the light pulses emitted from the LIDAR device and determining initial point cloud data based on time delays between emitting the light pulses and receiving the corresponding returning light pulses and the orientations of the LIDAR device. The initial point cloud data has an initial angular resolution. The method includes identifying, based on the initial point cloud data, a reflective feature in the scanning zone and determining an enhancement region and an enhanced angular resolution for a subsequent scan to provide a higher spatial resolution in at least a portion of subsequent point cloud data from the subsequent scan corresponding to the reflective feature.
1. A sensor system comprising:
a controller, having one or more processors and one or more forms of memory, wherein the one or more processors are operable to execute instructions stored in the memory so as to carry out operations, the operations comprising:
causing the sensor system to obtain an initial scan of a scanning zone according to a first mode of operation;
based on the initial scan, determining a high reflectance feature; and
in response to determining the high reflectance feature, causing the sensor system to obtain a further scan of the high reflectance feature according to a second mode of operation, wherein the first mode of operation and the second mode of operation differ in at least one of: a scan region of the scanning zone, pulse rate, angular resolution, or temporal resolution.
2. The sensor system of claim 1 , wherein the operations further comprise determining distance information based on the initial scan and the further scan.
3. The sensor system according to claim 1 , wherein the operations further comprise:
analyzing the initial scan and the further scan to identify one or more obstacles interfering with a current path of an autonomous vehicle associated with the sensor system;
determining a modified path of the autonomous vehicle that avoids the identified one or more obstacles; and
instructing the autonomous vehicle to navigate along the modified path.
4. The sensor system of claim 1 , wherein the operations further comprise predicting a position of the high reflectance feature in motion, based on the initial scan, wherein the second mode of operation is determined based on the predicted position of the high reflectance feature in motion.
5. The sensor system of claim 1 , wherein the operations further comprise:
analyzing the initial scan;
based on the analysis, ranking regions of the scanning zone based on at least one of a spatial frequency or a temporal frequency; and
based on the ranking, determining the scan region of the further scan.
6. The sensor system of claim 1 , wherein the operations further comprise:
analyzing the initial scan;
based on the analysis, identifying regions of the scanning zone with spatial resolution below an object detection resolution threshold; and
based on the identified regions, determining the scan region of the further scan.
7. The sensor system of claim 1 , wherein the sensor system further comprises:
a light detection and ranging (LIDAR) device.
8. The sensor system of claim 7 , wherein causing the sensor system to obtain the initial scan of the scanning zone according to the first mode of operation comprises:
causing the LIDAR device to scan the scanning zone while emitting light pulses at a first pulse rate.
9. The sensor system of claim 8 , wherein causing the sensor system to obtain the further scan of the high reflectance feature according to the second mode of operation comprises:
causing the LIDAR device to scan the high reflectance feature while emitting light pulses at a second pulse rate, wherein the second pulse rate is different than the first pulse rate.
10. The sensor system of claim 8 , wherein determining the high reflectance feature comprises:
determining a presence of the high reflectance feature based on an intensity of a reflected light pulse in the initial scan and a distance indicated by a time delay associated with the reflected light pulse.
11. The sensor system of claim 10 , wherein determining the high reflectance feature further comprises:
identifying a type of object associated with the high reflectance feature.
12. The sensor system of claim 11 , wherein the type of object is a traffic sign or lane marker.
13. The sensor system of claim 7 , wherein the sensor system further comprises:
a camera.
14. The sensor system of claim 13 , wherein the operations further comprise:
in response to determining the high reflectance feature, causing the camera to image the high reflectance feature.
15. The sensor system of claim 7 , wherein the LIDAR device comprises beam steering optics configured to change orientations of light pulses emitted by the LIDAR device.
16. The sensor system of claim 7 , wherein causing the sensor system to obtain the initial scan of the scanning zone according to the first mode of operation comprises:
operating the beam steering optics to change orientations of emitted light pulses at a first slew rate.
17. The sensor system of claim 16 , wherein causing the sensor system to obtain the further scan of the high reflectance feature according to the second mode of operation comprises:
operating the beam steering optics to change orientations of emitted light pulses at a second slew rate, wherein the second slew rate is different than the first slew rate.
18. The sensor system of claim 15 , wherein the beam steering optics comprise at least one of a lens, a mirror, or an aperture.
19. The sensor system of claim 1 , wherein the sensor system further comprises:
a plurality of light detection and ranging (LIDAR) devices.
20. The sensor system of claim 19 , wherein causing the sensor system to obtain the initial scan of the scanning zone according to the first mode of operation comprises:
causing the plurality of LIDAR devices to scan the scanning zone, wherein each LIDAR device scans a respective section of the scanning zone.