Adaptive Null Broadening Algorithm Based on Sidelobes Cancellation
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摘要:
现有的零陷展宽算法忽略了锥化矩阵的相位信息,在对抗强方向性、大偏差角干扰时,零陷深度变浅,干扰抑制性能严重下降。该文以虚拟空域密集干扰为切入点,推导并提出一种可用于旁瓣对消器的自适应零陷优化设计算法。该算法通过对辅助阵列数据的自协方差矩阵和主辅阵列数据的互协方差矩阵同时进行重构实现零陷区域的自适应控制,锥削矩阵只与阵元位置和展宽宽度有关,无需干扰信息,可以离线生成,不占用系统运算资源。仿真结果表明,该方法可以实现零陷区域的自适应展宽,提高非平稳干扰抑制的稳健性。
Abstract:In existing null broadening algorithm, the taper matrix does not contain phase information, and when it is used to against strong directional and large deviation angle interference, the null depth becomes shallow and the interference suppression performance drops seriously. An adaptive null broadening algorithm for sidelobe canceller is proposed based on dense disturbance in virtual airspace. The algorithm reconstructs the self-covariance matrix of the auxiliary array data and the co-covariance matrix of the main and auxiliary array data at the same time to realize the adaptive control of the null region. The taper matrix is only related to the position and width of the array elements, and it can be generated offline without disturbing information and occupying no computing resources of the system. The simulation results show that this method can achieve adaptive broadening of the null region and improve the robustness of non-stationary interference suppression.
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Key words:
- Array signal processing /
- Sidelobe canceller /
- Robustness /
- Null broadening
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表 1 不同展宽算法运算时间比较(ms)
零陷展宽算法 运算时间 文献[15] 0.157076 本文算法 0.175632 -
王永良, 丁前军, 李荣锋. 自适应阵列处理[M]. 北京: 清华大学出版社, 2009: 203–208. ZHENG Zhi, ZHENG Yan, WANG Wenqin, et al. Covariance matrix reconstruction with interference steering vector and power estimation for robust adaptive beamforming[J]. IEEE Transactions on Vehicular Technology, 2018, 67(9): 8495–8503. doi: 10.1109/TVT.2018.2849646 DUAN Keqing, YUAN Huadong, XU Hong, et al. Sparsity-based non-stationary clutter suppression technique for airborne radar[J]. IEEE Access, 2018, 6: 56162–56169. doi: 10.1109/ACCESS.2018.2873021 HUANG Yongwei and VOROBYOV S A. An inner SOCP approximate algorithm for robust adaptive beamforming for General-Rank signal model[J]. IEEE Signal Processing Letters, 2018, 25(11): 1735–1739. doi: 10.1109/LSP.2018.2871612 LIU Jun, ORLANDO D, ADDABBO P, et al. SINR distribution for the persymmetric SMI beamformer with steering vector mismatches[J]. IEEE Transactions on Signal Processing, 2019, 67(5): 1382–1392. doi: 10.1109/TSP.2019.2892027 FENG Yang, LIAO Guisheng, XU Jingwei, et al. Robust beamforming using multiple constraints relaxation[C]. The 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, Sheffield, UK, 2018: 514–518. doi: 10.1109/SAM.2018.8448458. 李文兴, 毛晓军, 孙亚秀. 一种新的波束形成零陷展宽算法[J]. 电子与信息学报, 2014, 36(12): 2882–2888. doi: 10.3724/SP.J.1146.2013.02018LI Wenxing, MAO Xiaojun, and SUN Yaxiu. A new algorithm for null broadening beamforming[J]. Journal of Electronics &Information Technology, 2014, 36(12): 2882–2888. doi: 10.3724/SP.J.1146.2013.02018 范展, 梁国龙, 王逸林. 一种零陷展宽鲁棒自适应波束形成算法[J]. 电子与信息学报, 2013, 35(11): 2764–2770. doi: 10.3724/SP.J.1146.2013.00087FAN Zhan, LIANG Guolong, and WANG Yilin. Robust adaptive beamforming with null widening[J]. Journal of Electronics &Information Technology, 2013, 35(11): 2764–2770. doi: 10.3724/SP.J.1146.2013.00087 MAILLOUX R J. Covariance matrix augmentation to produce adaptive array pattern troughs[J]. Electronics Letters, 1995, 31(10): 771–772. doi: 10.1049/el:19950537 ZATMAN M. Production of adaptive array troughs by dispersion synthesis[J]. Electronics Letters, 1995, 31(25): 2141–2142. doi: 10.1049/el:19951486 GUERCI J R. Theory and application of covariance matrix tapers for robust adaptive beamforming[J]. IEEE Transactions on Signal Processing, 1999, 47(4): 977–985. doi: 10.1109/78.752596 GERSHMAN A B and ERMOLAEV V T. Synthesis of the weight distribution of an adaptive antenna array with wide dips in the directional pattern[J]. Radiophysics and Quantum Electronics, 1991, 34(6): 600–603. doi: 10.1007/BF01039589 李荣锋, 王永良, 万山虎. 自适应天线方向图干扰零陷加宽方法研究[J]. 现代雷达, 2003, 25(2): 42–45. doi: 10.3969/j.issn.1004-7859.2003.02.012LI Rongfeng, WANG Yongliang, and WAN Shanhu. Research on adapted pattern null widening techniques[J]. Modern Radar, 2003, 25(2): 42–45. doi: 10.3969/j.issn.1004-7859.2003.02.012 SU Hongtao, LIU Hongwei, SHUI Penglang, et al. Adaptive beamforming for nonstationary HF interference cancellation in skywave over-the-Horizon radar[J]. IEEE Transactions on Aerospace and Electronic Systems, 2013, 49(1): 312–324. doi: 10.1109/taes.2013.6404105 刘子威, 苏洪涛, 胡勤振. 一种零陷展宽稳健旁瓣相消算法[J]. 电子与信息学报, 2016, 38(3): 565–570. doi: 10.11999/JEIT150686LIU Ziwei, SU Hongtao, and HU Qinzhen. Robust sidelobes cancellation algorithm with null broadening[J]. Journal of Electronics &Information Technology, 2016, 38(3): 565–570. doi: 10.11999/JEIT150686