Title :
Performance of output-modulator-structured linear almost periodically time-varying adaptive filter
Author :
Ding, H. ; Fahmy, M.M.
Author_Institution :
Dept. of Electr. Eng., Queen´´s Univ., Kingston, Ont., Canada
fDate :
4/1/1993 12:00:00 AM
Abstract :
Extending the existing results of the performance analysis for the LMS adaptive filter, the authors study the performance of the output-modulator-structured linear periodically time-varying adaptive filter, proposed elsewhere by the authors (see ibid., vol.139, no.4, p.429-36, 1992) for adaptively processing almost cyclostationary signals. Transient and steady-state behaviours and convergence conditions are studied. Simulation results agree well with analytical derivations.<>
Keywords :
adaptive filters; convergence of numerical methods; least squares approximations; transient response; LMS adaptive filter; almost cyclostationary signals; convergence conditions; output-modulator-structured linear almost periodically time-varying adaptive filter; performance analysis; steady-state behaviours; transient behaviour;
Journal_Title :
Communications, Speech and Vision, IEE Proceedings I
