期刊文献+

一种子空间识别DOA估计算法的研究 被引量:2

Research on Subspace Identification Algorithm for DOA Estimation
下载PDF
导出
摘要 在传统MUSIC的基础上介绍了SSMUSIC,并以ULA为例,通过计算机模拟发现SSMUSIC比传统的MUSIC具有更好的角度分辨力。但是当阵列入射信号相干时,SSMUSIC的估计性能明显下降。为了解决此问题,首先对数据协方差矩阵进行前后向平滑,再用SSMUSIC进行波达方向(DOA)估计。计算机仿真结果表明,引入了前后向平滑后,提高了SSMUSIC的解相干能力。 A SSMUSIC algorithm is introduced based on traditional MUSIC algorithm,which has better angle resolution between two closely sources by the computer simulation based on the ULA.When the sources are coherent,the performance of SSMUSIC for DOA estimation deteriorates clearly.A forward-backward-smoothing technique is used and the SSMUSIC is applied to estimate DOA,in order to resolve this problem.The computer simulation indicates that the ability of SSMUSIC to differentiate coherent signals is improved by the forward-backward-smoothing technique.
作者 王磊 束坤
出处 《现代电子技术》 2010年第11期29-31,共3页 Modern Electronics Technique
关键词 波达方向(DOA)估计 MUSIC SSMUSIC 前后向平滑 DOA estimation MUSIC SSMUSIC forward-backward-smoothing
  • 相关文献

参考文献8

  • 1SCHMIDT R O.Multiple emitter location and signal parameter estimation[J].IEEE Trans,on AP,1986,34(3):276-280.
  • 2MCCLOUD Michael L,SCHARF Louis L.A new subspace identification algorithm for high-resolution DOA estimation[J].IEEE Trans.on Antennas and Propagation,2002,50(10):1382-1390.
  • 3MESTER Xavier,LAGUNAS Miguel Angel.Modified subspace algorithm for DOA estimation with large arrays[J].IEEE Trans.on Signal Processing,2008,56(2):598-613.
  • 4SHAN T J,WAX M,KAILATH T.On spatial smoothing for estimation of coherent signals[J].IEEE Trans.on ASSP,1985,33(4):806-811.
  • 5PILLAI S U,KWON B H.Forward-backward spatial smoo-thing techniques for coherent signal identification[J].IEEE Trans.on ASSP,1989,37(1):8-15.
  • 6WILLIAMS R T,PRASAD S,MAHALANABIS A K,et al.An improved spatial smoothing technique for bearing estimation in a multipath environment[J].IEEE Trans,on ASSP,1988,36(4):425-432.
  • 7叶中付.空间平滑差分方法[J].通信学报,1997,18(9):1-7. 被引量:17
  • 8陈辉,王永良.空间谱估计算法结构及仿真分析[J].系统工程与电子技术,2001,23(8):76-79. 被引量:16

二级参考文献9

  • 1叶中付,电子学报,1996年,7期
  • 2Gao Shiwei,Electron Lett,1987年,23卷,12期,643页
  • 3Shan T J,IEEE Trans ASSP,1985年,33卷,4期
  • 4Du W,IEEE Trans SP,1939年,5期,1208页
  • 5Moghaddamjoo A,IEEE Trans SP,1992年,40卷,3期,692页
  • 6Chan Y M,IEEE Transon SP,1991年,39卷,1期,194页
  • 7Rao B D,IEEE Transon ASSP,1989年,37卷,12期,1939页
  • 8Shan T J,IEEE Transon ASSP,1985年,33卷,4期,806页
  • 9叶中付.空间平滑差分方法[J].通信学报,1997,18(9):1-7. 被引量:17

共引文献31

同被引文献12

  • 1LIBERTI Joseph C,RAPPAPORT Theodore S.无线通信中的智能天线:IS-95和第3代CDMA应用[M].马凉,译.北京:机械工业出版社,2002.
  • 2SHANBAZPANAHI Shahram,VABEE Shahrokh,BAS-TANI Mohammad Hasan.Distributed source localization using ESPRIT algorithm[J].IEEE Trans.on Signal Proessing,2001,49(10):2164-2178.
  • 3GREEN Peter J,TAYLOR Desmond P.Dynamic signal enumeration algorithm for smart antennas[J].IEEE Trans.on Signal Processing,2002,50(6):1307-1314.
  • 4GODARA L C.无线通信天线手册[M].左群声,金林,胡明春,等译.北京:国防工业出版社,2004.
  • 5GHAVAI Mohammad.Wideband smart antenna theory using rectangular structures[J].IEEE Trans.on Signal Processing,2002,50(9):2143-2151.
  • 6SCHMIDT R O. Multiple emitter location and signal parameter estimation[J].IEEE Trans. on AP, 1986, 34 (3) : 276-280.
  • 7MARCOS S, MARSAL A, BENIDER M. Performances analysis of the propagator method for source bearing estimation[J]. Signal Processing, 1995, 42 (2): 121-138.
  • 8NEFF C A, REIF J H. An efficient algorithm for the complex roots problem [J]. Journal of Complexity, 199G, 12 (2) : 81-115.
  • 9吴伟陵.移动通信中的关键技术[M].北京:北京邮电大学出版社,2001.8..
  • 10马洪,杨琳琳,黎英云.二维快速子空间DOA估计算法[J].华中科技大学学报(自然科学版),2008,36(4):20-23. 被引量:15

引证文献2

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