期刊文献+

非圆特征恢复特征空间投影鲁棒波束形成 被引量:1

Noncircularity restoral eigenspace projection robust beamforming
原文传递
导出
摘要 提出了一种利用非圆特征恢复思想的鲁棒波束形成方法。该方法在特征空间投影技术的基础上,进一步利用波束形成器输出的非圆特征参数构造代价函数,通过角度搜索使代价函数最大化来修正主瓣中心指向,在保证鲁棒性的同时尽可能提升波束形成器的输出性能。同时,该方法不需要设置用户参数,且适用于任意阶非圆信号,对于旁瓣干扰信号的非圆特性不敏感,具有广泛的应用背景。最后分别针对二阶非圆信号情形和高阶非圆信号情形进行了仿真,仿真结果验证了该方法的有效性和优越性。 A new robust beamformer exploiting noncircularity restoral of desired signal is proposed.The new approach is based on the eigenspace projection,further uses the noncircularity coefficient of the beamformer output to construct the cost function and modifies the pointing direction of the main beam via azimuth searching to maximize the noncircularity coefficient of the beamformer output,so that it could improve the output performance of beamformer while the robustness is guaranteed.The new method doesn't need to set user parameters,and it is applicable for the Qth(Q≥2)order noncircular modulated signal.At the same time,the new method is not sensitive to the noncircularity of the sidelobe interference signal,which is widely used in practice.At the end of this paper,the simulations for the case of second order noncircular signal and the case of high order noncircular signal were carried out,and the results verify the validity and superiority of the proposed approach.
出处 《航空学报》 EI CAS CSCD 北大核心 2016年第9期2833-2838,共6页 Acta Aeronautica et Astronautica Sinica
基金 国家自然科学基金(61331019,61490691)~~
关键词 鲁棒波束形成 特征空间投影 非圆特征恢复 角度搜索 高阶非圆信号 robust beamforming eigenspace projection noncircularity restoral azimuth searching high-order noncircular signal
  • 相关文献

参考文献24

  • 1GERSHMAN A B. Robust adaptive beamforming in sen- sor arrays [J]. International Journal of Electronics and Communications, 1999, 53(6): 305-314.
  • 2GERSHMAN A B. Robust adaptive beamforming: An overview of recent trends and advances in the field [C]// Proceedings of International Conference on Antenna Theo ry and Techniques, 2003: 30-35.
  • 3VOROBYOV S A, GERSHMAN A B, LUO Z Q. Robust adaptive beamforming using worst-case performance opti- mization: A solution to the signal mismatch problem [J]. IEEE Transactions on Signal Processing, 2003, 51 (2): 313 324.
  • 4LI J, STOICA P, WANG Z S. On robust Capon beam- forming and diagonal loading [J]. IEEE Transactions on Signal Processing, 2003, 51(7): 1702-1715.
  • 5LORENZ R G, BOYD S P. Robust beamforming in GPS arrays [C]//Proceedings of the Institute of Navigation, 2001: 409-427.
  • 6LORENZ R G, BOYD S P. Robust minimum variance beamforming [C]//37th Asilomar Conference on Signals, Systems, and Computers, 2003: 1345-1352.
  • 7LORENZ R G, BOYD S P. Robust minimum variance beam{orming [J]. IEEE Transactions on Signal Process- ing, 2005, 53(5): 1684-1696.
  • 8SENLEN Y, ABRAHAMSSON R, STOICA P. Auto matic robust adaptive beamforming via ridge regression [J]. Signal Processing, 2007, 2(1): 33-49.
  • 9DU L, STOICA P. Fully automatic computation of diago- nal loading levels for robust adaptive beamforming [J]. IEEE Transactions on Aerospace and Electronic Systems, 2010, 46(1): 449-458.
  • 10STOICA P, LI J, TAN X. On spatial power spectrum and signal estimation using the Pisarenko framework [J ]. IEEE Transactions on Signal Processing, 2008, 56 (10) : 5109-5119.

同被引文献6

引证文献1

二级引证文献3

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部