W. Pora et al., COMBINATION OF KALMAN FILTER AND CONSTANT MODULUS ALGORITHM WITH VARIABLE STEPSIZE FOR THE EQUALIZATION OF FAST-FADING CHANNELS, Electronics Letters, 34(18), 1998, pp. 1718-1719
In fast-fading channels, the constant modulus algorithm (CMA) is unabl
e to properly track the rime-variations because the magnitude of the r
eceived signal changes too rapidly. The Kalman filter (KF), however, w
orks well in time-varying channels but needs a training sequence to op
erate. Therefore, a combined CMA and KF algorithm is proposed in order
to utilise the advantages of both algorithms. The associated step siz
es of the CMA and the KF algorithm are also varied in accordance with
the magnitude of the output. Simulations are presented to demonstrate
the potential of the combination.