We consider the problem of recovering a spread-spectrum (SS) signal in the
presence of unknown highly correlated spread-spectrum interference and impu
lsive noise. In terms of basic system and signal model considerations, we a
ssume availability of a narrowband adaptive antenna array that experiences
additive white Gaussian noise in time and across elements, as well as impul
sive disturbance with direction-of-arrival (DOA) that changes at the chip r
ate. The space-time receiver design developed in this work is characterized
by the following attributes: (i) Adaptive interference suppression is purs
ued in the joint space-time domain. (ii) An adaptive parametric nonlinear f
ront end offers effective suppression of impulsive disturbances at low comp
utational cost. (iii) An adaptive auxiliary-vector linear filter postproces
sor offers effective, low-complexity suppression of SS interferers and lead
s to superior bit-error-rate (BER) performance under rapid, short-data-reco
rd system adaptation. Numerical and simulation comparisons with plain and o
utlier resistant space-time minimum-variance-distortionless-response (MVDR)
filtering procedures are included to illustrate and support the theoretica
l developments. (C) 2001 academic Press.