Title :
Incorporation of linear constraints into the constant modulus algorithm
Author :
Rude, Michael J. ; Griffiths, Lloyd J.
Author_Institution :
Dept. of Electr. Eng. Syst., Southern California Univ., Los Angeles, CA, USA
Abstract :
A linearly constrained version of the constant modulus algorithm (CMA) is developed. It is based on the decomposition property of the generalized sidelobe canceller (GSC) filter structure. When they can be specified, linear constraints are an effective means of incorporating a priori information into the constant modulus algorithm. Exploitation of this knowledge makes the linearly constrained constant modulus (LCCM) approach much less vulnerable to interfering constant-envelope signals, which can cause cancellation of the signal of interest. This is demonstrated in a simulation of the LCCM algorithm in an adaptive array application that includes multipath and constant-modulus interference
Keywords :
adaptive filters; filtering and prediction theory; adaptive array; constant modulus algorithm; decomposition; filtering; generalized sidelobe canceller; linear constraints; Adaptive arrays; Cost function; Distortion; Fading; Filters; Interference constraints; Least squares approximation; Quadrature phase shift keying; Signal restoration; Vectors;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1989. ICASSP-89., 1989 International Conference on
Conference_Location :
Glasgow
DOI :
10.1109/ICASSP.1989.266591