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
Link To Document :
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