Chirp-Like Jamming Mitigation for GPS Receivers Using Wavelet-Packet-Transform-Assisted Adaptive Filters

Interfering signals from various sources may cause a severe performance degradation to GPS receivers. Therefore, lots of efforts have been dedicated to mitigating such interfering signals. However, most of those efforts focused on narrow-band interference cancellation. In this paper, we propose a new anti-jamming scheme by using a wavelet-packet-transform-based (WPT-based) adaptive filter to eliminate chirp-like jammers. We apply a WPT-based de-noising algorithm, which is based on minimax criterion, to generate a reference input to the adaptive filter. Hence, this de-noised signal is able to assist the adaptive filter in generating a better estimation of jamming signals. Simulation results have shown the benefits of the WPT-assisted adaptive filters, which can effectively mitigate a linear chirp with a sweep rate of 2.046 GHz/s and JSR of 45 dB with decomposition level of five. However, a traditional wavelet packet filter can combat the same chirp with the JSR of approximately 35 dB only.

[1]  Hen-Wai Tsao,et al.  Impact of jamming excisor on the tracking loops for GPS receivers , 2014, 2014 Proceedings of the SICE Annual Conference (SICE).

[2]  Lin Zhao,et al.  Frequency-Domain Adaptive Filtering of Batch Dealing Used for GPS Anti-jamming , 2008, ISICA.

[3]  Elliott D. Kaplan Understanding GPS : principles and applications , 1996 .

[4]  Fabio Dovis,et al.  Use of Wavelet transforms for interference mitigation , 2011, 2011 International Conference on Localization and GNSS (ICL-GNSS).

[5]  Daniele Borio,et al.  Two-Pole and Multi-Pole Notch Filters: A Computationally Effective Solution for GNSS Interference Detection and Mitigation , 2007, IEEE Systems Journal.

[6]  C. Burrus,et al.  Introduction to Wavelets and Wavelet Transforms: A Primer , 1997 .

[7]  I. Johnstone,et al.  Ideal spatial adaptation by wavelet shrinkage , 1994 .

[8]  A. Bruce,et al.  Understanding WaveShrink: Variance and bias estimation , 1996 .

[9]  Wann-Jiun Ma,et al.  Design of adaptive all-pass based notch filter for narrowband anti-jamming GPS system , 2005, 2005 International Symposium on Intelligent Signal Processing and Communication Systems.

[10]  Yong-Jun Liu,et al.  The Research on GPS Frequency Domain Anti-Jamming Algorithms , 2009, 2009 5th International Conference on Wireless Communications, Networking and Mobile Computing.

[11]  Sun Young Kim,et al.  A GNSS interference identification using an adaptive cascading IIR notch filter , 2014, GPS Solutions.

[12]  Ying-Ren Chien,et al.  Design of GPS Anti-Jamming Systems Using Adaptive Notch Filters , 2015, IEEE Systems Journal.

[13]  Mohammad Reza Mosavi,et al.  Jamming mitigation in global positioning system receivers using wavelet packet coefficients thresholding , 2015, IET Signal Process..