陈建文,,
鲍拯
空军预警学院 ??武汉 ??430019
基金项目:国家自然科学基金(61471391)
详细信息
作者简介:关泽文：男，1989年生，博士生，研究方向为天波超视距雷达信号处理研究
陈建文：男，1964年生，教授，博士生导师，研究方向为天波超视距雷达信号处理、机载预警雷达信号处理、阵列信号处理等研究
鲍拯：男，1977年生，博士，讲师，研究方向为天波超视距雷达信号处理、阵列信号处理等研究
通讯作者:陈建文 cjwll8217@163.com
中图分类号:TN958.93计量
文章访问数:1353
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被引次数:0
出版历程
收稿日期:2018-07-16
修回日期:2019-01-17
网络出版日期:2019-01-31
刊出日期:2019-07-01
A Modified Adaptive Sea Clutter Suppression Algorithm Based on PSNR-HOSVD for Skywave OTHR
Zewen GUAN,Jianwen CHEN,,
Zheng BAO
Wuhan Early Warning Academy, Wuhan 430019, China
Funds:The National Natural Science Foundation of China (61471391)
摘要
摘要:天波超视距雷达(OTHR)舰船目标的检测性能受目标区海杂波的影响严重，准确且自适应的海杂波抑制效能对改善低可探测舰船目标的检测性能意义重大。该文针对基于高阶奇异值分解(HOSVD)的海杂波抑制算法非自适应机制的不足，通过引入峰值信噪比(PSNR)，提出一种改进的基于PSNR-HOSVD的自适应算法。该算法仅利用第3等效模式展开矩阵的左奇异向量构造一个投影矩阵，相比于HOSVD算法，该文算法可有效降低计算复杂度，同时由于海杂波仅在第3等效模式展开矩阵的列空间中具有聚集特性，因此该文算法具有比HOSVD算法更好的海杂波抑制性能。实测数据处理结果表明，在电离层状态理想和非理想的情况下，该文PSNR-HOSVD自适应算法的性能均优于EVD自适应算法和HOSVD非自适应算法。
关键词:天波超视距雷达/
海杂波抑制/
峰值信噪比/
高阶奇异值分解
Abstract:The detection performance of ship targets by skywave Over-The-Horizon Radar (OTHR) is affected by the sea clutter seriously. Accurate and adaptive suppression of sea clutter is significant for improving the detection performance of ship target. To solve the non-adaptive shortness of the sea clutter suppression algorithm based on High-Order Singular Value Decomposition (HOSVD), a modified adaptive algorithm based on Peak Signal-to-Noise Ratio (PSNR)-HOSVD is proposed by introducing the PSNR. The modified algorithm has a smaller computational complexity than the one based on HOSVD, since only one projection matrix is established from the left singular vectors of the third-mode unfolding matrix. Meanwhile, the modified algorithm has a better performance than the HOSVD based one, because the components of sea clutter are only aggregated in the column space of the third-mode unfolding matrix. Experimental results based on two sets of measured data received in ideal and non-ideal situations in respective show that, the modified adaptive algorithm based on PSNR-HOSVD has a better performance than the peer algorithms.
Key words:Skywave Over-The-Horizon Radar (OTHR)/
Sea clutter suppression/
Peak Signal-to-Noise Ratio (PSNR)/
High-Order Singular Value Decomposition (HOSVD)
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https://jeit.ac.cn/article/exportPdf?id=9c89deac-624c-4ccd-8bac-cdb3e08f6f74
