On l_1 Mean and Variance Filtering

Bo Wahlberg, Cristian R. Rojas, Mariette Annergren

This paper addresses the problem of segmenting a time-series with respect to changes in the mean value or in the variance. The first case is when the time data is modeled as a sequ…