Hi Craig! This is the most-basic version of the algorithm and was intended for educational purposes, and as you have seen, this algorithm collapses when the noise-to-signal ratio is high. To avoid the estimator to track noise frequency, we need to add a band-pass filter prior to the adaptive band-stop filter so as to better condition the input signal (de-noising).

Here you can find an example of what I was suggesting:


Keep playing with the code! By the way, the band-pass filter transfer function I have implemented in the previous example is 1 - BAND-STOP-FILTER.

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