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Use Hardware In the Loop (HIL) testing rather than wait for a final hardware
Item | Value |
---|---|
Guideline Number | 16 |
Guideline Responsible (Name, Affiliation) | Sebastian Monka, Aleksej Buller, Fraunhofer IOSB |
Guideline Reviewer (Name, Affiliation) | Timoteo García Bertoa, Sundance |
Guideline Audience (Category) | HW designers, System architect |
Guideline Expertise (Category) | TBD |
Guideline Keywords (Category) | testing, drones, project management, time management |
Use Hardware in the loop (HIL) testing with early prototypes rather then wait for an fully integrated hardware[1].
How the drone (new Tulipp platform) communicates with the outside world please look at guidline 17 [1]: "How to get EMC2 Board communicate with an UAV"
Recommended implementation method of the guideline along with a solid motivation for the recommendation
If you use a drone simulation to test your algorithms you can do this in parallel with the integration work and save time. This also gives you the advantage of a higher testing density as your are not limited to the Weather or risks of drone crashes.
There are a couple of software tools that replicate a UAV in a computer (HIL [3]). All properties of the drone (communication, flight parameters) are displayed in the simulation. It is also possible to control a UAV in the simulation via a manual remote control (flight simulator).
It is correct to test the new software-algorithms not immediately on the drone, but in the simulation. A small mistake can have a big impact. On a land robot you can install a wireless emergency stop, but on a UAV an emergency stop function does not work in a fault condition. Made a mistake and the drone can fly away or crash. The big effort would have been for nothing.
With AIRSIM [2] the MAVLink communication between the Tulipp platform and the flight controller was tested. The algorithms for the video evaluation were tested in the QT Creator [4] with openCV library [5].
Obstacle detection on the Tulip reference platform was implemented. The safe flight of the obstacles only with the help of the depth maps is currently not possible.
In the last phase of development, the "hardware in the loop" helps us very little, because we want to evaluate the pictures from the real world and deal with real obstacles.
We could not change a parameter for the altitude above ground. The drone in the simulation has been rising higher and higher. Software compilation in SDSoC took about 2.5 hours. There are many other unexplainable issues that sporadically appear and slow our progress.
[1] Guidline 17: https://github.com/tulipp-eu/tulipp-guidelines/wiki/How-to-get-EMC2-Board-communicate-with-an-UAV
[2] AIRSIM: https://dev.px4.io/en/simulation/airsim.html
[3] Hardware in the loop: https://en.wikipedia.org/wiki/Hardware-in-the-loop_simulation
[4] QT-Creator: https://en.wikipedia.org/wiki/Qt_Creator
[5] OpenCV Library: https://opencv.org/
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TULIPP Guideline Wiki