Adaptive Notch Filter Based Interference Characterization and Mitigation for GNSS Receivers

Periodic interference in Global Navigation Satellite System (GNSS) signals can be effectively suppressed using frequency domain excision, whereas instantaneous frequency-based methods achieve good performance for nonperiodic frequency modulated interference. In this study, we develop a novel interference suppression method that detects and characterizes these two types of interference. Once the interference type has been identified, the corresponding mitigation method is employed. To improve the mitigation performance against non-stationary chirp attacks, a modified adaptive notch filter-based instantaneous frequency estimation and interference mitigation method is developed. Experimental results indicate that the proposed approach outperforms both frequency domain and conventional adaptive notch filter-based interference mitigation methods.

Authors

Publication Details

Journal
Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM)
Published
2024-10-09
DOI
https://doi.org/10.33012/2024.19819
Citations
1
Primary Topic
Advanced Adaptive Filtering Techniques
Type
article
Field-Weighted Citation Impact
0.37
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article

Adaptive Notch Filter Based Interference Characterization and Mitigation for GNSS Receivers

Nabeel Ali Khan, L.E. Aguado
1 citations
Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM)
Advanced Adaptive Filtering Techniques
0.37
article

Adaptive Notch Filter Based Interference Characterization and Mitigation for GNSS Receivers

Nabeel Ali Khan, L.E. Aguado
article en
1 citations

Abstract

Periodic interference in Global Navigation Satellite System (GNSS) signals can be effectively suppressed using frequency domain excision, whereas instantaneous frequency-based methods achieve good performance for nonperiodic frequency modulated interference. In this study, we develop a novel interference suppression method that detects and characterizes these two types of interference. Once the interference type has been identified, the corresponding mitigation method is employed. To improve the mitigation performance against non-stationary chirp attacks, a modified adaptive notch filter-based instantaneous frequency estimation and interference mitigation method is developed. Experimental results indicate that the proposed approach outperforms both frequency domain and conventional adaptive notch filter-based interference mitigation methods.

Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM)
Climate action
Openalex Percentile: Top 42%
Advanced Adaptive Filtering Techniques
0.37
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Adaptive Notch Filter Based Interference Characterization and Mitigation for GNSS Receivers — Nabeel Ali Khan, L.E. Aguado · Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM) (2024) | TGRS Research Map | TGRS