期刊名称:International Journal of Computer Science and Network Security
印刷版ISSN:1738-7906
出版年度:2006
卷号:6
期号:11
页码:185-189
出版社:International Journal of Computer Science and Network Security
摘要: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.
关键词:interference location, satellite MBA, DOA estimation, RBF neutral network, support vector regression