Title :
Simultaneous adaptation of bandwidth and frequency parameters within a complex notch filter
Author :
Wheeler, P.T. ; Chambers, Jonathon A.
Author_Institution :
Adv. Signal Process. Group, Loughborough Univ., Loughborough, UK
Abstract :
We extend a recently developed recursive complex adaptive notch filter (CANF) structure, to enable the simultaneous adaptation of both the bandwidth and frequency parameters. This allows the design to track the frequencies of single, and when cascaded, multiple complex sinusoidal signals (CSSs); whilst optimising the bandwidth of each notch to reduce the noise output from the CANF structure. Comparative simulations and studies confirm the performance advantage of the proposed approach over using a fixed bandwidth parameter.
Keywords :
adaptive filters; gradient methods; notch filters; recursive filters; tracking; CANF; CSS; complex sinusoidal signals; fixed bandwidth parameter; frequency parameter; recursive complex adaptive notch filter; adaptive bandwidth; complex notch filter;
Conference_Titel :
Intelligent Signal Processing Conference 2013 (ISP 2013), IET
Conference_Location :
London
Electronic_ISBN :
978-1-84919-774-8
DOI :
10.1049/cp.2013.2045