Title :
Adaptive lattice filters for narrowband interference rejection in DS spread spectrum systems
Author_Institution :
Dept. of Electron. Eng., Natal Univ., Durban, South Africa
Abstract :
In the presence of narrowband interference, the performance of direct sequence (DS) spread spectrum communication systems can be improved by using various types of interference rejection filters. The performance of a DS spread spectrum receiver employing a lattice filter for interference rejection is analysed. The filter parameters are adjusted using the stochastic gradient lattice algorithm. For ease of analysis, the adaptive lattice filter is modelled as an optimal Wiener filter followed by an additive misadjustment noise. Analytical expressions for the reflection coefficients and general expressions for the minimum mean square error and the variance of the misadjustment noise are presented. An expression for the system bit error rare, which takes into account, the filter misadjustment noise is derived and numerical results are presented
Keywords :
Wiener filters; adaptive filters; error statistics; filtering theory; interference suppression; lattice filters; pseudonoise codes; spread spectrum communication; stochastic processes; DS spread spectrum receiver; DS spread spectrum systems; adaptive lattice filter; additive misadjustment noise; bit error rate; filter misadjustment noise; filter parameters; interference rejection filters; linear prediction filter; minimum mean square error; narrowband interference rejection; noise variance; numerical results; optimal Wiener filter; receiver performance; reflection coefficients; stochastic gradient lattice algorithm; Adaptive filters; Additive noise; Analysis of variance; Interference; Lattices; Narrowband; Performance analysis; Spread spectrum communication; Stochastic resonance; Wiener filter;
Conference_Titel :
Communications and Signal Processing, 1994. COMSIG-94., Proceedings of the 1994 IEEE South African Symposium on
Conference_Location :
Stellenbosch
Print_ISBN :
0-7803-1998-2
DOI :
10.1109/COMSIG.1994.512350