Title :
An adaptive fuzzy logic enhancer for rejection of narrowband interference in DS-spread spectrum
Author :
Pérez-Neira, Ana ; Antón-Haro, Carles ; Lagunas, Miguel A.
Author_Institution :
Dept. of Signal Theory & Commun., Univ. Politecnica de Catalunya, Barcelona, Spain
Abstract :
This work develops a novel adaptive fuzzy line enhancer that, based on a fuzzy basis function expansion, successfully solves the non-linear problem of narrowband interference estimation and rejection in direct sequence-spread spectrum (DS-SS) in non-stationary environments. A fuzzy basis function representation provides a natural framework for combining both numerical and linguistic information in a uniform fashion and towards a least-mean-square objective. The result is a low complexity non-linear adaptive line enhancer (ALE), which presents a fast acquisition time and a better SNR improvement than other well-known non-linear ALEs
Keywords :
adaptive filters; adaptive signal processing; filtering theory; fuzzy logic; interference suppression; land mobile radio; least mean squares methods; nonlinear filters; parallel algorithms; personal communication networks; spread spectrum communication; DS-spread spectrum; SNR; adaptive fuzzy line enhancer; adaptive fuzzy logic enhancer; direct sequence-spread spectrum; fast acquisition time; fuzzy basis function expansion; fuzzy basis function representation; least-mean-square objective; linguistic information; low complexity nonlinear adaptive line enhancer; narrowband interference estimation; narrowband interference rejection; nonlinear ALE; nonlinear problem; nonstationary environments; numerical information; parallel algorithmic structure; transversal adaptive filter; Adaptive filters; Filtering algorithms; Fuzzy logic; Interference suppression; Line enhancers; Narrowband; Niobium; Nonlinear filters; Spread spectrum communication; Transversal filters;
Conference_Titel :
Vehicular Technology Conference, 1998. VTC 98. 48th IEEE
Conference_Location :
Ottawa, Ont.
Print_ISBN :
0-7803-4320-4
DOI :
10.1109/VETEC.1998.686559