Method, device, and computer program for determining a change in position and/or orientation of a mobile apparatus
The present disclosure relates to methods, devices, and computer programs for determining a change in a position and/or orientation of a mobile apparatus. In an aspect, described is a method of determining a change in a position and/or orientation of a mobile apparatus that includes: acquiring a first data stream indicating a first estimated change in at least one of a position or an orientation of the mobile apparatus in respective ones of a plurality of time frames; acquiring a second data stream indicating a second estimated change in the at least one of the position or the orientation of the mobile apparatus in the respective ones of the plurality of time frames; and determining a change in the at least one of the position or the orientation of the mobile apparatus using the first estimated change or the second estimated change.
1. A method comprising:
acquiring a first data stream, the first data stream indicating a first estimated change in at least one of a position or an orientation of a mobile apparatus in respective ones of a plurality of time frames, the first estimated change indicating a first offset with regard to at least one of a previous position or a previous orientation of the mobile apparatus;
acquiring a second data stream, the second data stream indicating a second estimated change in the at least one of the position or the orientation of the mobile apparatus in the respective ones of the plurality of time frames, the second estimated change indicating a second offset with regard to the at least one of the previous position or the previous orientation of the mobile apparatus, the first data stream having a higher accuracy in indicating the first estimated change in the at least one of the position or the orientation when compared to an actual change in the at least one of the position or the orientation than the second data stream in indicating the second estimated change in the at least one of the position or the orientation, and the first data stream having a lower reliability in indicating the first estimated change in the at least one of the position or the orientation than the second data stream in indicating the second estimated change in the at least one of the position or the orientation;
determining a difference between the first offset and the second offset; and
determining a change in the at least one of the position or the orientation of the mobile apparatus by using the first estimated change to determine the change in the at least one of the position or the orientation of the mobile apparatus if the difference between the first offset and the second offset is smaller than the predetermined threshold and using the second estimated change to determine the change in the at least one of the position or the orientation of the mobile apparatus if the difference between the first offset and the second offset is larger than or equal to a predetermined threshold.
2. The method of claim 1 , wherein the first data stream and the second data stream are independently acquired.
3. The method of claim 1 , wherein the first data stream is acquired from a simultaneous localization and mapping (SLAM) based algorithm.
4. The method of claim 1 , wherein the second data stream is acquired from at least one of an inertial measurement unit (IMU) based sensor or an acceleration sensor of the mobile apparatus.
5. The method of claim 4 , wherein the first data stream is acquired from a simultaneous localization and mapping (SLAM) based algorithm.
6. The method of claim 1 , wherein the predetermined threshold is a mobile apparatus specific threshold.
7. The method of claim 1 , further comprising:
using the second estimated change to determine the change in at least one of the position or orientation of the mobile apparatus if the difference between the first offset and the second offset is larger than or equal to a predetermined error interval; and
using the first estimated change to determine the change in at least one of the position or orientation of the mobile apparatus if the difference between the first offset and the second offset is smaller than the predetermined error interval.
8. The method of claim 7 , wherein the predetermined error interval is a mobile apparatus specific error interval.
9. A device comprising:
an acquisition unit, the acquisition unit configured to:
acquire a first data stream, the first data stream indicating a first estimated change in at least one of a position or an orientation of a mobile apparatus in respective ones of a plurality of time frames, the first estimated change indicating a first offset with regard to at least one of a previous position or a previous orientation of the mobile apparatus; and
acquire a second data stream, the second data stream indicating a second estimated change in the at least one of the position or the orientation of the mobile apparatus in the respective ones of the plurality of time frames, the second estimated change indicating a second offset with regard to the at least one of the previous position or the previous orientation of the mobile apparatus, the first data stream having a higher accuracy in indicating the first estimated change in the at least one of the position or the orientation when compared to an actual change in the at least one of the position or the orientation than the second data stream in indicating the second estimated change in the at least one of the position or the orientation, and the first data stream having a lower reliability in indicating the first estimated change in the at least one of the position or the orientation than the second data stream in indicating the second estimated change in the at least one of the position or the orientation; and
a determination unit configured to:
determine a difference between the first offset and the second offset;
determine a change in the at least one of the position or orientation of the mobile apparatus by using the first estimated change to determine the change in the at least one of the position or the orientation of the mobile apparatus if the difference between the first offset and the second offset is smaller than the predetermined threshold and using the second estimated change to determine the change in the at least one of the position or the orientation of the mobile apparatus if the difference between the first offset and the second offset is larger than or equal to a predetermined threshold.
10. The device of claim 9 , wherein the first data stream and the second data stream are independently acquired.
11. The device of claim 9 , wherein the first data stream is acquired from a simultaneous localization and mapping (SLAM) based algorithm.
12. The device of claim 9 , wherein the second data stream is acquired from at least one of an inertial measurement unit (IMU) based sensor or an acceleration sensor of the mobile apparatus.
13. The device of claim 12 , wherein the first data stream is acquired from a simultaneous localization and mapping (SLAM) based algorithm.
14. The device of claim 9 , wherein the determination unit is further configured to:
use the second estimated change to determine the change in at least one of the position or orientation of the mobile apparatus if the difference between the first offset and the second offset is larger than or equal to a predetermined error interval; and
use the first estimated change to determine the change in at least one of the position or orientation of the mobile apparatus if the difference between the first offset and the second offset is smaller than the predetermined error interval.