Radar signal compression using wavelet transforms

被引:0
|
作者
Zhou, Y [1 ]
Li, FP [1 ]
Xu, Y [1 ]
Qin, QQ [1 ]
Li, D [1 ]
机构
[1] Command Automat Engn Dept, Wuhan 430010, Peoples R China
关键词
wavelet transform; soft-threshold; Morphological Fidelity; radar echo signal; de-noising;
D O I
10.1117/12.442930
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Generally, the echo of radar can be regarded as a combination of useful signal and noise. In this paper, an efficient wavelet-based non-linear signal compression scheme is presented, which takes full advantage of the two-dimensional correlation consisted in the radar signal. The whole process begins with a 4-scale QMF decomposition, then thresholding, quantization, zerotree scan and finished with arithmetic coding. Since radar signal usually is corrupted by a great amount of noise, a particular process of de-noising is added to the compression. For typical radar signal, testing results show that when compressed at a ratio of 200, the signal is still good fairly. Further more, a new criterion fit for quality evaluation of radar signal, i.e. Morphological Fidelity, is proposed.
引用
收藏
页码:49 / 54
页数:6
相关论文
共 50 条
  • [21] Wavelet transforms and compression of computer tomograms
    D. V. Sushko
    Yu. M. Shtar’kov
    [J]. Journal of Communications Technology and Electronics, 2010, 55 : 1474 - 1481
  • [22] Analysis of Encrypted ECG Signal in Steganography Using Wavelet Transforms
    Awasthi, Deepali
    Madhe, Swati
    [J]. 2015 2ND INTERNATIONAL CONFERENCE ON ELECTRONICS AND COMMUNICATION SYSTEMS (ICECS), 2015, : 718 - 723
  • [23] Dither Filtering of Real RLG Signal Using Wavelet Transforms
    Bharath Regimanu
    Das K.C.
    Rao K.S.
    Koteswara Rao N.V.
    [J]. Gyroscopy and Navigation, 2019, 10 (04): : 275 - 282
  • [24] Air-ground ranging of airborne radar using wavelet transforms
    Li, CN
    Liu, MJ
    [J]. ISTM/99: 3RD INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, 1999, : 1073 - 1076
  • [25] Wavelet transforms for speech signal processing
    Wang, JF
    Chen, SH
    Shyuu, JS
    [J]. JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 1999, 22 (05) : 549 - 560
  • [26] WAVELET TRANSFORMS WITH APPLICATION IN SIGNAL DENOISING
    Tomic, Mladen
    [J]. ANNALS OF DAAAM FOR 2008 & PROCEEDINGS OF THE 19TH INTERNATIONAL DAAAM SYMPOSIUM, 2008, : 1401 - 1402
  • [27] Wavelet transforms for speech signal processing
    Wang, Jhing-Fa
    Chen, Shi-Huang
    Shyuu, Jyh-Shing
    [J]. Journal of the Chinese Institute of Engineers, Transactions of the Chinese Institute of Engineers,Series A/Chung-kuo Kung Ch'eng Hsuch K'an, 1999, 22 (05): : 549 - 560
  • [28] Fractal Image compression for HD images with Noise using Wavelet Transforms
    Prashanth, N.
    Singh, Arun Vikas
    [J]. 2015 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2015, : 1194 - 1198
  • [29] Multivariate statistical modeling for medical image compression using wavelet transforms
    Wan, Yuehua
    Ji, Shiming
    Yuan, Qiaoling
    Xie, Yi
    [J]. PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS, VOLS 1 AND 2, 2006, : 214 - 217
  • [30] Lossy and lossless image compression using reversible integer wavelet transforms
    Sheng, F
    Bilgin, A
    Sementilli, PJ
    Marcellin, MW
    [J]. 1998 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL 3, 1998, : 876 - 880