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基于改进NSGA-II的雷达通信一体化信号功率优化设计 被引量:3
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作者 王莹莹 张贞凯 《火力与指挥控制》 CSCD 北大核心 2022年第1期150-155,共6页
为提高雷达通信一体化功率资源的利用率,提出一种OFDM(Orthogonal Frequency Division Multiplexing正交频分复用)一体化信号功率控制方法。根据OFDM分集特性,建立雷达互信息及通信容量与子载波功率间的多目标函数。通过改进初始种群生... 为提高雷达通信一体化功率资源的利用率,提出一种OFDM(Orthogonal Frequency Division Multiplexing正交频分复用)一体化信号功率控制方法。根据OFDM分集特性,建立雷达互信息及通信容量与子载波功率间的多目标函数。通过改进初始种群生成及自适应选择交叉算子提高NSGA-II(Non-Dominated Sorting Genetic Algorithm)第二代非支配排序遗传算法的收敛速度。基于改进算法求解多目标函数的非支配解集,确定下一时刻各子载波功率分配策略。仿真证明,在有限的功率资源下自适应分配子载波功率能够提升一体化系统性能。 展开更多
关键词 雷达通信一体化 雷达互信息 信道容量 多目标优化 非支配排序遗传算法 信号功率
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A novel SINR and mutual information based radar jamming technique 被引量:2
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作者 王璐璐 王宏强 +1 位作者 程永强 秦玉亮 《Journal of Central South University》 SCIE EI CAS 2013年第12期3471-3480,共10页
The improvements of anti-jamming performance of modem radar seeker are great threats to military targets. To protect the target from detection and estimation, the novel signal-to-interference-plus-noise ratio (SINR)... The improvements of anti-jamming performance of modem radar seeker are great threats to military targets. To protect the target from detection and estimation, the novel signal-to-interference-plus-noise ratio (SINR)-based and mutual information (Ml)-based jamming design techniques were proposed. To interfere with the target detection, the jamming was designed to minimize the S1NR of the radar seeker. To impair the estimation performance, the mutual information between the radar echo and the random target impulse response was used as the criterion. The spectral of optimal jamming under the two criteria were achieved with the power constraints. Simulation results show the effectiveness of the jamming techniques. SINR and MI of the SINR-based jamming, the MI-based jamming as well as the predefined jamming under the same power constraints were compared. Furthermore, the probability of detection and minimum mean-square error (MMSE) were also utilized to validate the jamming performance. Under the jamming power constraint of I W, the relative decrease of the probability of detection using S1NR-based optimal jamming is about 47%, and the relative increase of MMSE using Ml-based optimal jamming is about 8%. Besides, two useful jamming design principles are concluded which can be used in limited jamming power situations. 展开更多
关键词 detection jamming mutual information (MI) parameter estimation minimum mean-square error (MMSE) probabilityof detection signal-to-interference-plus-noise ratio (SINR)
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