SIGNAL ENHANCEMENT OF THE SPATIAL SMOOTHING ALGORITHM

被引:5
|
作者
MOGHADDAMIOO, A
CHANG, TC
机构
[1] Department of Electrical Engineering and Computer Science, University of Wisconsin-Milwaukee, Milwaukee
关键词
D O I
10.1109/78.91164
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A spatial smoothing algorithm is developed to decorrelate highly correlated sources for direction-of-arrival (DOA) estimation in narrow-band problems. The rate of decorrelation of the coherent sources is very low and sensitive to the signal-to-noise ratio (SNR) for sources with close DOA's. In this correspondence, a method is proposed to enhance the signal (to remove the effects of the sensor noise) and to make the spatial smoothing robust with respect to SNR. This approach will significantly improve the resolution or the algorithm. Statistical characteristics of the improved spatial smoothing are compared with that of the standard spatial smoothing.
引用
收藏
页码:1907 / 1911
页数:5
相关论文
共 50 条
  • [1] Virtual spatial smoothing algorithm
    School of Information Science Information and Engineering, Northeastern University, Shenyang 110004, China
    [J]. Tien Tzu Hsueh Pao, 2007, 9 (1762-1765):
  • [2] A high resolution spatial smoothing algorithm
    Me, Dong
    Mang Shouhong
    Wu Xiangdong
    Zhang Huanying
    [J]. IEEE 2007 INTERNATIONAL SYMPOSIUM ON MICROWAVE, ANTENNA, PROPAGATION AND EMC TECHNOLOGIES FOR WIRELESS COMMUNICATIONS, VOLS I AND II, 2007, : 1031 - 1034
  • [3] An Improved Forward/backward Spatial Smoothing Root-MUSIC Algorithm Based on Signal Decorrelation
    Shu Changgan
    Liu Yumin
    [J]. PROCEEDINGS OF 2014 IEEE WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS (WARTIA), 2014, : 1252 - 1255
  • [4] Monte Carlo smoothing with application to audio signal enhancement
    Fong, W
    Godsill, S
    [J]. 2001 IEEE WORKSHOP ON STATISTICAL SIGNAL PROCESSING PROCEEDINGS, 2001, : 18 - 21
  • [5] Monte Carlo smoothing with application to audio signal enhancement
    Fong, W
    Godsill, SJ
    Doucet, A
    West, M
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2002, 50 (02) : 438 - 449
  • [6] Spatial smoothing algorithm-random spatial gain method
    Xue, Feng
    Gao, Mei-Guo
    [J]. 2003, Chinese Institute of Electronics (31):
  • [7] AN ITERATIVE ALGORITHM FOR SPECTRAL ESTIMATION WITH SPATIAL SMOOTHING
    Blasinski, Henryk
    Farrell, Joyce
    Wandell, Brian
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2015, : 936 - 940
  • [8] A NOVEL SPATIAL SMOOTHING TECHNIQUE FOR THE MUSIC ALGORITHM
    TAGA, F
    SHIMOTAHIRA, H
    [J]. IEICE TRANSACTIONS ON COMMUNICATIONS, 1995, E78B (11) : 1513 - 1517
  • [9] SIGNAL DECORRELATION BY SPATIAL SMOOTHING FOR SPHERICAL MICROPHONE ARRAYS
    Khaykin, Dmitry
    Rafaely, Boaz
    [J]. 2008 IEEE 25TH CONVENTION OF ELECTRICAL AND ELECTRONICS ENGINEERS IN ISRAEL, VOLS 1 AND 2, 2008, : 270 - 274
  • [10] The genetic algorithm for a signal enhancement
    Karimova, L
    Kuadykov, E
    Makarenko, N
    [J]. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2004, 534 (1-2): : 170 - 174