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Description
We need some way to localize ourselves on the map during race time. We will have a map created offline to localize against.
Ideally, this takes in data from:
- Encoders
- IMU
- Lidar scans
We can start with any subset of the 3 to experiment on its effectiveness, but ideally all 3 are used in some capacity to increase accuracy.
Some potential avenues:
- Extended Kalman Filter
- Particle Filter