Abstract :
This paper handles the simultaneous suppression of narrow-band and multiaccess interference in asynchronous CDMA networks. We consider both linear one-shot detection and block-detection, showing that, in both cases, the presence of an external narrow-band interferer generally results in the need for time-varying processing. As to the linear one-shot detectors, we derive both a zero-forcing and a minimum mean square error detector, showing that they are members of an only family, wherein the optimization criterion is the constrained minimization of a suitably defined output interference energy. We also present a comparative performance assessment between the various detection strategies, studying the impact of both the optimization criterion and other system parameters, such as the oversampling ratio and the length of the observation window. We also handle the problem of blind and adaptive detection. At first we show that the linear one-shot receivers are readily amenable to a blind implementation, upon off-line estimation of the covariance matrix of the observables. Next, we consider the problem of an adaptive implementation of a periodically time-varying minimum mean square error receiver, introducing and assessing a new cyclic recursive least squares (RLS) algorithm: we show that, unlike the conventional RLS algorithms, the new algorithm is capable of tracking the periodically time-varying variation of the receiver structure, induced by the presence of a data-like narrow-band interferer
Keywords :
adaptive signal detection; code division multiple access; covariance matrices; interference suppression; least mean squares methods; minimisation; multiuser channels; radio networks; radio receivers; radiofrequency interference; spread spectrum communication; DS-CDMA; MMSE detector; adaptive detection; asynchronous CDMA networks; blind detection; block-detection; constrained minimization; covariance matrix; cyclic RLS algorithm; cyclic recursive least squares algorithm; linear one-shot detection; linear one-shot receivers; minimum mean square error; minimum mean square error detector; multiaccess interference suppression; narrow-band interference suppression; observation window length; off-line estimation; optimization criterion; output interference energy; oversampling ratio; performance assessment; periodically time-varying MMSE receiver; simultaneous interference suppression; system parameters; time-varying processing; zero-forcing detector; Constraint optimization; Covariance matrix; Detectors; Interference constraints; Interference suppression; Least squares methods; Mean square error methods; Multiaccess communication; Narrowband; Resonance light scattering;