计算机科学
稳健性(进化)
去相关
多径传播
干扰(通信)
多径干扰
算法
预处理器
迭代法
人工智能
计算机网络
生物化学
化学
频道(广播)
基因
作者
Yuan Liu,Xiang-Gen Xia,Hongwei Liu,Anh V. Nguyen,Andy W. H. Khong
标识
DOI:10.1109/tgrs.2021.3131327
摘要
For the problem of target localization under the multipath propagation environment, the existing methods are mainly restricted to the limited prior information of complex reflections, especially when the target is embedded in a mixed interference environment. They may suffer from performance degradation due to the shortage of target classification ability. To address this problem, we propose a target localization method based on iterative implementation with semiunitary constraint and eigen-decomposition technique, where a practical propagation scenario based on the spherical Earth model is considered. Compared to the previous works, the proposed method can automatically distinguish a real target from the mixed interference environment with improved localization accuracy. Neither additional decorrelation preprocessing nor prior information of the dynamic scenario is required. Both simulations and real data experiments validate the effectiveness and robustness of the proposed method.
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