Enhanced pulse amplitude estimation for electronic warfare systems

被引:2
作者
Lee, Yu-Ri [1 ]
Kim, Dong-Gyu [1 ]
Kim, Hyoung-Nam [1 ]
机构
[1] Pusan Natl Univ, Dept Elect Engn, Busan, South Korea
关键词
time-of-arrival estimation; signal detection; amplitude estimation; image denoising; signal denoising; computational complexity; blind source separation; wavelet transforms; electronic warfare; enhanced pulse amplitude estimation; electronic warfare systems; received signals; essential quantities; mixed source signals; pulse width; PW; arrival; TOA; TOD estimation performance; sample units; time domain; low computational complexity; denoising techniques; EW systems; TOD estimation errors; power estimation-based PA estimation method; wavelet packet denoising; unmodulated signal; frequency-modulated signal; PARAMETER-ESTIMATION; WAVELET;
D O I
10.1049/iet-rsn.2018.5415
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
In electronic warfare systems, the pulse amplitude (PA) of the received signals, which are emitted by enemies, has been used as one of the essential quantities for separating the mixed source signals. The PA is affected by time of arrival (TOA) and time of departure (TOD) estimation performance. Among methods of estimating TOA and TOD, there is a method of processing a signal in sample units in the time domain. This method has a disadvantage that it is completely affected by noise. This disadvantage can be overcome by using denoising techniques as in previous studies. However, conventional studies applying denoising are limited to the subject of signal detection, and there is no discussion on the problem of PA estimation due to the TOA and TOD estimation errors that occur after denoising. Therefore, we propose a power estimation-based PA estimation method using shrinked PW to be robust for TOA and TOD errors in sample units after wavelet packet denoising with high-order statistics. Simulation results show that the proposed PA estimation method has a smaller error at the same SNR when an unmodulated signal is received. Moreover, the proposed method can provide good performance even when a frequency modulated signal is received.
引用
收藏
页码:1123 / 1130
页数:8
相关论文
共 23 条
  • [1] Signal Acquisition and Parameter Estimation of Radio Frequency Pulse Radar Using Novel Method
    Albaker, B. M.
    Rahim, N. A.
    [J]. IETE JOURNAL OF RESEARCH, 2009, 55 (03) : 128 - 134
  • [2] Aly OAM, 2006, PROG ELECTROMAGN RES, V58, P301
  • [3] Electronic Warfare Receiver with Multiple FFT Frame Sizes
    Cheng, Chi-Hao
    Lin, David M.
    Liou, Lihyeh L.
    Tsui, James B.
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2012, 48 (04) : 3318 - 3330
  • [4] Childers G., 1997, PROBABILITY RANDOM P
  • [5] Comparative Analysis of Wavelet and EMD in the Filtering of Radar Signal Affected by Brown Noise
    Grispino, A. S.
    Petracca, G. O.
    Dominguez, A. E.
    [J]. IEEE LATIN AMERICA TRANSACTIONS, 2013, 11 (01) : 81 - 85
  • [6] Kawalec A., 2004, 1 EUROPEAN RADAR C E, P249
  • [7] KIM Y H, 2009, P IEEE MIL COMM C, P1
  • [8] Kumar U., 2014, International Journal of Emerging Technology and Advanced Engineering, V4, P490
  • [9] Lakshmi G., 2013, PROC INT C EMERGING, P632
  • [10] Lesnik C, 2009, ACTA PHYS POL A, V116, P351