An Improved Spatial Difference Smoothing Method Based on Multistage Wiener Filtering

被引:1
|
作者
Gong, Jian [1 ,2 ,3 ]
Guo, Yiduo [2 ]
Wan, Qun [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Commun & Informat Engn, Chengdu, Sichuan, Peoples R China
[2] Air Force Engn Univ, Air & Missile Def Coll, Xian, Shaanxi, Peoples R China
[3] Tong Fang Elect Sci & Technol Co Ltd, Jiujiang 332007, Jiangxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Eigenvalues and eigenfunctions;
D O I
10.1155/2019/8515606
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In order to solve the angle estimation problem of coherent sources in the colored background noise, an improved forward and backward spatial difference smoothing algorithm is proposed by combining the improved spatial smoothing algorithm with the spatial difference algorithm. By the algorithm we can not only decoherent the coherent source but also suppress the influence of the color noise. In order to further reduce the computational complexity of the IFBSDS algorithm, an improved forward and backward spatial difference smoothing algorithm based on Wiener filtering is also proposed. Thus, the eigenvalue decomposition operation of subspace class algorithm can be avoided, and at the same time, the same performance with the IFBSDS algorithm can be obtained, which is more consistent with the real demand of MIMO radar signal real-time processing.
引用
收藏
页数:8
相关论文
共 50 条
  • [41] An Improved Iterative Wiener Filtering Algorithm For Speech Enhancement
    Mao, Ruitang
    Zhou, Yi
    Yuan, Wenyi
    Liu, Hongqing
    2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2015, : 436 - 440
  • [42] An improved collaborative filtering method based on similarity
    Feng, Junmei
    Fengs, Xiaoyi
    Zhang, Ning
    Peng, Jinye
    PLOS ONE, 2018, 13 (09):
  • [43] A Method of Nonlinearity Estimation and Correction Based on Difference Filtering
    Zhao Bo
    Zhang Yueyi
    Xu Yuanhong
    Liu Xiaojun
    Fang Guangyou
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2022, 44 (04) : 1295 - 1302
  • [44] Improved FCM Clustering Algorithm Based on Spatial Correlation and Membership Smoothing
    Xiao M.
    Xiao Z.
    Wen Z.
    Zhou L.
    Xiao, Mansheng (xiaomansheng@tom.com), 1600, Science Press (39): : 1123 - 1129
  • [45] Improved Filtering-Smoothing Algorithm for GPS Positioning
    Cao, Yi
    Mao, Xuchu
    PROCEEDINGS OF THE 11TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, 2008, : 857 - 861
  • [46] Improved weighted spatial smoothing algorithm based on virtual array expansion
    Sun Z.
    Bai Q.
    Bai Y.
    Sun R.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2023, 45 (01): : 250 - 256
  • [47] A simple method for ultrafast smoothing and polarization rotation by interfering beamlets with spatial phase difference
    Yi, Muyu
    Huang, Yifei
    Zhong, Zheqiang
    OPTICS COMMUNICATIONS, 2021, 480
  • [48] Speech signal processing on graphs: The graph frequency analysis and an improved graph Wiener filtering method
    Wang, Tingting
    Guo, Haiyan
    Yan, Xue
    Yang, Zhen
    SPEECH COMMUNICATION, 2021, 127 : 82 - 91
  • [49] Improved MAX-MIN method to estimate total magnetization direction using Wiener filtering
    Wang, Tianchi
    Li, Shuang
    Zuo, Boxin
    Hu, Xiangyun
    GEOPHYSICS, 2022, 87 (06) : G137 - G156
  • [50] An Improved Adaptive Smoothing Method
    Hu, Xin
    Peng, Hui
    Kesker, Joseph
    Cai, Xiang
    Wee, William G.
    Lee, Jing-Huei
    IMAGE ANALYSIS AND PROCESSING - ICIAP 2009, PROCEEDINGS, 2009, 5716 : 757 - +