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- Use a low-passed value of the signed innovation test ratio to trigger the state variance boost. The threshold of 0.2 has been chosen using log replay and simulation scenarii. - Do not reset the learned accel noise during a state variance boost. After a few tests, this does not seem to help at all. - Continue to learn the accel noise even if the measurement got rejected to avoid ignoring sudden changes of noise - Lower the acceleration noise time constant and increase min/max values to avoid learning quickly a small variance that could temporarly destabilize the filter - Update filter time constants. Increasing the speed of the residual lpf improves the quality of the learned accel noise