欺骗
计算机科学
干扰
雷达干扰与欺骗
雷达
因子图
消息传递
航程(航空)
最大化
算法
最大后验估计
人工智能
数学优化
最大似然
电信
数学
雷达成像
脉冲多普勒雷达
统计
工程类
分布式计算
心理学
热力学
物理
航空航天工程
社会心理学
解码方法
作者
Zehua Yu,Jun Li,Qinghua Guo
标识
DOI:10.1109/lsp.2021.3108674
摘要
Recent research shows that distributed radar has great potential in recognizing and countering deception jamming. In this letter, we investigate how to use deception bistatic range measurements to estimate the target location and deception ranges, and propose a message passing based method for target localization under range deception jamming in distributed MIMO radar. Firstly, the a posteriori distribution of the target location is derived, but its maximization is intractable. Then we represent the joint distribution of the relevant variables as a factor graph model and a highly efficient message passing algorithm is developed, where the target location and deception ranges are estimated iteratively. The Cramer-Rao bound is also derived and numerical simulations are provided to demonstrate the superiority of the proposed method.
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