Aircraft steering angle determination
A computer-implemented method of determining a steering angle of an aircraft landing gear including: obtaining an input image of the aircraft landing gear; comparing the input image against a plurality of reference images, the plurality of reference images comprising images of the aircraft landing gear at known steering angles; determining a most similar reference image, the most similar reference image comprising the reference image of the plurality of reference images most closely matched to the input image; and determining, based at least in part on the most similar reference image, the steering angle of the aircraft landing gear.
1 . A computer-implemented method of determining a steering angle of an aircraft landing gear, the method comprising:
obtaining an input image of the aircraft landing gear by capturing the input image with an imaging device positioned on a strut of the aircraft landing gear and directly above a tire of the aircraft landing gear when the aircraft landing gear is extended;
comparing the input image against a plurality of reference images, the plurality of reference images comprising images of the aircraft landing gear at known steering angles;
determining a most similar reference image, the most similar reference image comprising a reference image of the plurality of reference images most closely matched to the input image; and
determining, based at least in part on the most similar reference image, the steering angle of the aircraft landing gear.
2 . The computer-implemented method according to claim 1 , wherein the comparing the input image against the plurality of reference images comprises comparing input image pixel values against corresponding reference image pixel values of each of the plurality of reference images.
3 . The computer-implemented method according to claim 2 , wherein the comparing the input image pixel values against the corresponding reference image pixel values comprises calculating the root mean square deviation (RMSD) between the input image pixel values and the corresponding reference image pixel values.
4 . The computer-implemented method according to claim 3 , wherein the determining the most similar reference image comprises determining the reference image with the smallest root mean square deviation between the input image pixel value and the corresponding reference image pixel value.
5 . The computer-implemented method according to claim 1 , comprising determining a subset of the plurality of reference images to be compared against the input image and comparing the input image against the subset.
6 . The computer-implemented method according to claim 5 , wherein the determining the subset comprises determining the subset based on a previous determination of the steering angle of the aircraft landing gear.
7 . The computer-implemented method according to claim 1 , further comprising:
determining a region of interest of the image, the region of interest comprising part of the image in which a component of interest of the aircraft landing gear is expected to be located in normal operation,
wherein the comparing the input image against the plurality of reference images comprises comparing the region of interest against the plurality of reference images.
8 . The computer-implemented method according to claim 1 , further comprising processing the input image to remove background noise from the input image.
9 . The computer-implemented method according to claim 1 , further comprising applying a filter to the input image to greyscale the image.
10 . The computer-implemented method according to claim 1 , further comprising performing gamma correction on the input image.
11 . The computer-implemented method according to claim 1 , wherein the plurality of references images are generated by capturing images of the aircraft landing gear while receiving information indicative of the steering angle of the aircraft landing gear, and saving the images and the corresponding steering angle to a memory.
12 . An aircraft controller comprising:
a non-transitory computer-readable storage medium storing instructions, and
a processor which executes the instructions to:
obtain an image of an aircraft landing gear by capturing the input image with an imaging device positioned on a strut of the aircraft landing gear and directly above a tire of the aircraft landing gear when the aircraft landing gear is extended;
compare the input image against a plurality of reference images, the plurality of reference images comprising images of the aircraft landing gear at known steering angles;
determine a most similar reference image, the most similar reference image comprising the reference image of the plurality of reference images most closely matched to the input image; and
determine, based at least in part on the most similar reference image, the steering angle of the aircraft landing gear.
13 . A system for determining a steering angle of an aircraft landing gear, the system comprising:
an imaging device positioned on a strut of the aircraft landing gear and directly above a tire of the aircraft landing gear when the aircraft landing gear is extended, and;
an aircraft controller configured to:
obtain an image of an aircraft landing gear from the imaging device;
compare the input image against a plurality of reference images, the plurality of reference images comprising images of the aircraft landing gear at known steering angles;
determine a most similar reference image, the most similar reference image comprising the reference image of the plurality of reference images most closely matched to the input image; and
determine, based at least in part on the most similar reference image, the steering angle of the aircraft landing gear.
14 . The system according to claim 13 , wherein the imaging device comprises a first imaging device and a second imaging device.
15 . The system according to claim 14 , wherein the first imaging device and the second imaging device are different types of imaging device.
16 . The system according to claim 15 , wherein the first imaging device comprises a lidar sensor and the second imaging device comprises a camera.
17 . A method of determining a steering angle of an aircraft landing gear, the method comprising:
capturing an input image with an imaging device positioned on a strut of the aircraft landing gear and directly above a tire of the aircraft landing gear when the aircraft landing gear is extended;
determining a condition affecting the aircraft landing gear, wherein the determination is based on the input image;
selecting, based at least in part on the condition, a first mode of determining the steering angle of the aircraft landing gear or a second mode of determining the steering angle of the aircraft landing gear; and
determining the steering angle of the aircraft landing gear using the selected mode,
wherein the steering angle is determined in the first mode by detecting at least one edge of the tire as shown in the input image and determining the steering angle based on a relative angular position of the edge in the input image, and
wherein the steering angle is determined in the second mode by comparing the input image to reference images of the aircraft landing gear each corresponding to a respective known steering angle, selecting a most similar reference image of the reference images and using the most similar reference image to determine the steering angle.
18 . A method of determining an aircraft steering angle, the method comprising:
capturing an input image with an imaging device positioned on a strut of the aircraft landing gear and directly above a tire of the aircraft landing gear when the aircraft landing gear is extended
obtaining image information of the input image of the aircraft landing gear;
comparing the image information of the input image against a database of image information of the aircraft landing gear at known steering angles; and
determining, based at least in part on the image information of the aircraft landing gear at known steering angles, the steering angle of the aircraft landing gear.
19 . A non-transitory computer-readable storage medium storing instructions that, when executed by an aircraft controller, cause the aircraft controller to carry out the method according to claim 1 .
20 . An aircraft comprising the aircraft controller according to claim 12 .