Complex sentence: Several methods for the noise covariance estimation have been proposed during past decades, including ALS, mentioned in the previous paragraph.
Split into simpler sentences: Several methods for the noise covariance estimation have been proposed during past decades. One, ALS, was mentioned in the previous paragraph.