Two-dimensional Fourier transform for joint frequency-AOA estimation

被引:0
作者
Cheng, Chi-Hao [1 ]
Pennington, Jason [2 ]
机构
[1] Miami Univ, Dept Elect & Comp Engn, Oxford, OH 45056 USA
[2] Def Engn Corp, Beavercreek, OH 45434 USA
关键词
Angle of arrival (AOA); Fourier transform; Space-time signal processing; Uniform linear array;
D O I
10.1007/s11760-023-02727-4
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
The determination of the signal's angle of arrival (AOA) is crucial for civilian and military applications. Popular AOA determination techniques such as MUSIC are often calculation intensive and require a priori knowledge about signal frequency and incoming signals need to have the same frequency. In this paper, an efficient joint frequency-AOA determination method based on a 2-dimensional fast Fourier transform (2D-FFT) is proposed and investigated. The major advantages of the proposed method lie in its simplicity and the availability of efficient hardware/software designed for FFT calculation. Simulation results demonstrate the validity of the proposed method and its advantage over MUSIC in terms of calculation efficiency and better noise immunity. The results show that the proposed method outperforms MUSIC in a low signal-to-noise ratio (SNR) environment (SNR < - 4 dB) and that it requires CPU time merely a fraction of what is required by MUSIC. Therefore, the proposed method provides a feasible approach for realizing AOA detection in a real-time processing device.
引用
收藏
页码:137 / 142
页数:6
相关论文
共 13 条
  • [1] [Anonymous], 2004, Digital Techniques for Wideband Receivers
  • [2] Barber Taylor S, 2019, Master's thesis
  • [3] A Sub-Nyquist Uniform Linear Array Receiver Design
    Cheng, Chi-Hao
    [J]. IEEE ACCESS, 2021, 9 : 114359 - 114366
  • [4] Wideband in-phase/quadrature imbalance compensation using finite impulse response filter
    Cheng, Chi-Hao
    Liou, Lee L.
    Lin, David M.
    Tsui, James B.
    Tai, Heng-Ming
    [J]. IET RADAR SONAR AND NAVIGATION, 2014, 8 (07) : 797 - 804
  • [5] HORNG CY, 2018, P 2018 IEEE 23 INT C, P1
  • [6] Liou LL, 2009, NAECON: PROCEEDINGS OF THE IEEE 2009 NATIONAL AEROSPACE & ELECTRONICS CONFERENCE, P149, DOI 10.1109/NAECON.2009.5426635
  • [7] Melvin W. L., 2013, PRINCIPLES MODERN RA, V2
  • [8] Joint Channel and AoA Estimation in OFDM Systems: One Channel Tap With Multiple AoAs Problem
    Sheng, Huan-Tang
    Wu, Wen-Rong
    Hsiao, Wei-Han
    Servetnyk, Mykola
    [J]. IEEE COMMUNICATIONS LETTERS, 2021, 25 (07) : 2245 - 2249
  • [9] Sklar B., 2003, DIGITAL COMMUNICATIO, V2nd
  • [10] Joint Estimation of 2D-DOA and Frequency Based on Space-Time Matrix and Conformal Array
    Wan, Liang-Tian
    Liu, Lu-Tao
    Si, Wei-Jian
    Tian, Zuo-Xi
    [J]. SCIENTIFIC WORLD JOURNAL, 2013,