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Satellite Interference Locating Method based on Support Vector Regression


Bai Hu, Hongtao Lu


Vol. 6  No. 11  pp. 185-189


In this paper, a new satellite interference locating method based on support vector regression and the satellite multi-beam antennas (MBA) model is presented. The proposed method can achieve higher accurate estimates for direction of arrival (DOA) while avoiding the all-direction peak value searching technique used in other traditional DOA estimation methods. Meanwhile, the performance of this method in high SNR situations is better than that of RBF neutral network approach. Computer simulation results show the effectiveness of the proposed method.


interference location, satellite MBA, DOA estimation, RBF neutral network, support vector regression