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Purpose
The purpose of this addition is to add fault detection and exclusion to our vision pipeline such that erroneous/low confidence AprilTag readings do not enter our position estimate.
The fundamental idea is to reject outlier measurements if multiple navigation references are available. In RAIM, this is related to the number of GPS satellites in view. In our application it is related to the number of AprilTags in View
Project Scope
Add fault detection and exclusion to AprilTag measurements
The text was updated successfully, but these errors were encountered:
Purpose
The purpose of this addition is to add fault detection and exclusion to our vision pipeline such that erroneous/low confidence AprilTag readings do not enter our position estimate.
The concept is used in GPS navigation, and you can read more about RAIM here: https://en.wikipedia.org/wiki/Receiver_autonomous_integrity_monitoring
The fundamental idea is to reject outlier measurements if multiple navigation references are available. In RAIM, this is related to the number of GPS satellites in view. In our application it is related to the number of AprilTags in View
Project Scope
The text was updated successfully, but these errors were encountered: