This paper presents a notch filter based on recursive least-squares si
nusoidal modelling. This gives analytical insight both into least-squa
res modelling of sine waves in noise and the use of constrained notch
filters. Especially, the derived filter corresponds to a commonly used
notch filter with constrained poles and zeros.