DocumentCode
324788
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
Volume
2
fYear
1998
fDate
18-21 May 1998
Firstpage
1598
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Vehicular Technology Conference, 1998. VTC 98. 48th IEEE
Conference_Location
Ottawa, Ont.
ISSN
1090-3038
Print_ISBN
0-7803-4320-4
Type
conf
DOI
10.1109/VETEC.1998.686559
Filename
686559
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