Order selection in fractional Fourier transform based beamforming

被引:8
|
作者
Ahmad, Muhammad Ishtiaq [1 ]
Liu, Zhiwen [1 ]
Xu, Yougen [1 ]
机构
[1] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
基金
中国国家自然科学基金;
关键词
adaptive beamforming; fractional Fourier transform (FrFT); fractional moments; chirp signal; DOMAINS; RESTORATION;
D O I
10.3969/j.issn.1004-4132.2010.03.003
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Traditionally, beamforming using fractional Fourier transform (FrFT) involves a trial-and-error based FrFT order selection which is impractical. A new numerical order selection scheme is presented based on fractional power spectra (FrFT moment) of the linear chirp signal. This method can adaptively determine the optimum FrFT order by maximizing the second-order central FrFT moment. This makes the desired chirp signal substantially concentrated whereas the noise is rejected considerably. This improves the mean square error minimization beamformer by reducing effectively the signal-noise cross terms due to the finite data length de-correlation operation. Simulation results show that the new method works well under a wide range of signal to noise ratio and signal to interference ratio.
引用
收藏
页码:361 / 369
页数:9
相关论文
共 50 条
  • [2] LCMV beamforming algorithm based on the fractional Fourier transform
    Wu, Haizhou
    Tao, Ran
    2007 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS PROCEEDINGS, VOLS 1 AND 2: VOL 1: COMMUNICATION THEORY AND SYSTEMS; VOL 2: SIGNAL PROCESSING, COMPUTATIONAL INTELLIGENCE, CIRCUITS AND SYSTEMS, 2007, : 826 - +
  • [3] Beamforming using the fractional Fourier transform
    Yetik, IS
    Nehorai, A
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (06) : 1663 - 1668
  • [4] Broadband Beamforming of LFM Signal Based on Fractional Fourier Transform
    Wu Hai-zhou
    Tao Ran
    ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 296 - 298
  • [5] Fractional correlations based on the modified fractional order Fourier transform
    Almanasreh, AM
    Abushagur, MAG
    OPTICAL ENGINEERING, 1998, 37 (01) : 175 - 184
  • [6] Fractional Fourier transform based beamforming for next generation wireless communication systems
    Khanna, R
    Singh, K
    Saxena, R
    IETE TECHNICAL REVIEW, 2004, 21 (05) : 357 - 366
  • [7] FRACTIONAL ORDER FOURIER-TRANSFORM AND FOURIER OPTICS
    PELLATFINET, P
    BONNET, G
    OPTICS COMMUNICATIONS, 1994, 111 (1-2) : 141 - 154
  • [8] Blind beamforming using fractional Fourier transform domain cyclostationarity
    Muhammad Ishtiaq Ahmad
    Muhammad Usman Sardar
    Ishfaq Ahmad
    Signal, Image and Video Processing, 2018, 12 : 379 - 383
  • [9] Cyclic beamforming using fractional Fourier transform domain cyclostationarity
    Ahmad M.I.
    Liu Z.
    Xu Y.
    High Technology Letters, 2011, 17 (01) : 57 - 63
  • [10] Blind beamforming using fractional Fourier transform domain cyclostationarity
    Ahmad, Muhammad Ishtiaq
    Sardar, Muhammad Usman
    Ahmad, Ishfaq
    SIGNAL IMAGE AND VIDEO PROCESSING, 2018, 12 (02) : 379 - 383