DocumentCode
629508
Title
Cooperative/distributed localization and characterization of GNSS jamming interference
Author
Bartolucci, Marco ; Casile, Roberta ; Corazza, Giovanni Emanuale ; Durante, Alessandro ; Gabelli, Giulio ; Guidotti, A.
Author_Institution
Dept. of Electr., Electron., & Inf. Eng. (DEI), Univ. of Bologna, Bologna, Italy
fYear
2013
fDate
25-27 June 2013
Firstpage
1
Lastpage
6
Abstract
Interference is the major threat to integrity of navigation systems. In this paper, we provide new approaches to localization and characterization operations of GNSS jamming signals in both cooperative and distributed architectures. As for localization, Differential Received Signal Strength (DRSS) and an Extended Kalman Filter (EKF) are exploited. With respect to characterization, two approaches are envisaged, both based on exploiting the Karhunen-Loève Expansion (KLE). In the first, the nodes estimate and reconstruct the received jamming signal and share this data between themselves or with a Fusion Center (FC), which exploits KLE for data aggregation. In the second approach, signal estimation and reconstruction are performed at the FC, thus decreasing the nodes´ complexity. The performance of the localization and characterization algorithms are analyzed in terms of Mean Localization Error (MLE) and Mean Square Error (MSE), respectively. Simulation results show that the proposed algorithms provide good performance.
Keywords
Kalman filters; Karhunen-Loeve transforms; jamming; mean square error methods; satellite navigation; sensor fusion; signal reconstruction; DRSS; GNSS jamming interference; Karhunen-Loeve expansion; cooperative localization; data aggregation; differential received signal strength; distributed localization; extended Kalman filter; fusion center; mean localization error; mean square error; signal estimation; signal reconstruction; Chirp; Estimation; Global Navigation Satellite Systems; Jamming; Receivers; Shadow mapping; Signal processing algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Localization and GNSS (ICL-GNSS), 2013 International Conference on
Conference_Location
Turin
ISSN
2325-0747
Print_ISBN
978-1-4799-0484-6
Type
conf
DOI
10.1109/ICL-GNSS.2013.6577274
Filename
6577274
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