Title :
An optimal method for narrowband interference mitigation in the GPS
Author :
Nouri, M. ; Aghdam, S. Abazari ; Vakili, V. Tabataba
Author_Institution :
Dept. of Electr. Eng., Univ. of Sci. & Technol., Tehran, Iran
Abstract :
In this paper an optimal method for reducing interference to narrowband GPS interference is presented. In this method, Fast Transversal RLS algorithm is used. An Adaptive Temporal Filter (ATF) based on a Transversal form that pre-filters the interference before correlation is studied. This algorithm is designed to provide similar performance to the standard RLS algorithm while reducing the computation order. The adaptive algorithm used to adjust the filter coefficients is the FT-RLS algorithm. This algorithm has faster convergence and is independent of the gradient step size when compared to LMS, NLMS, RLS, QR-decomposition-based RLS and Sliding window-RLS algorithms. We present initial results on the performance of the described interference cancellation methods.
Keywords :
Global Positioning System; adaptive filters; interference suppression; ATF; GPS; NLMS; QR-decomposition-based RLS algorithm; adaptive temporal filter; narrowband interference mitigation; optimal method; prefilter coefficient; sliding window-RLS algorithm; transversal form; Adaptive Filters; FT-RLS; GPS; Narrowband Interference;
Conference_Titel :
Modeling, Simulation and Applied Optimization (ICMSAO), 2011 4th International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4577-0003-3
DOI :
10.1109/ICMSAO.2011.5775480