Title :
Narrow-band interference rejection in DS/CDMA systems using adaptive (QRD-LSL)-based nonlinear ACM interpolators
Author :
Yuan, Jenq-Tay ; Lee, Jenq-Nan
Author_Institution :
Dept. of Electron. Eng., Fu Jen Catholic Univ., Taipei, Taiwan
fDate :
3/1/2003 12:00:00 AM
Abstract :
An Mth order adaptive lattice filter automatically generates all M of the outputs that would be provided by M separate transversal filters. This feature may effectively suppress narrow-band interference (NBI) of either unknown or time-varying bandwidth (or number of frequency bands) in direct-sequence code-division multiple access systems for which the order of the interference rejection filter that achieves the optimal performance is unknown or constantly changing. Moreover, a lattice filter may significantly outperform its transversal counterpart in complex jamming environments in which the adaptive lattice filter must suppress multiple jammers, since each stage of a lattice filter adapts to suppress an orthogonal component of the NBI. The paper develops a computationally efficient and numerically stable adaptive QR-decomposition-based least squares lattice (QRD-LSL)-based nonlinear approximate conditional mean interpolator to suppress NBI effectively. Simulation results demonstrate that both the signal-to-noise ratio improvement and the convergence rate achieved by the proposed interpolators outperform those of other existing prediction-based techniques.
Keywords :
adaptive filters; code division multiple access; interference suppression; interpolation; jamming; lattice filters; least squares approximations; nonlinear filters; spread spectrum communication; DS-CDMA; DS/CDMA; SNR; adaptive filter; adaptive interpolators; adaptive lattice filter; approximate conditional mean interpolator; convergence rate; direct-sequence code-division multiple access; least squares lattice; multiple jammers; narrowband interference rejection; nonlinear filter; nonlinear interpolators; signal-to-noise ratio; transversal filters; Adaptive filters; Adaptive systems; Interference suppression; Jamming; Lattices; Least squares approximation; Multiaccess communication; Narrowband; Time varying systems; Transversal filters;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2003.808808