• DocumentCode
    2781067
  • Title

    A robust Chinese remainder theorem with its applications in moving target Doppler estimation

  • Author

    Li, Xiaowei ; Xia, Xiang-Gen ; Liang, Hong

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Delaware, Newark, DE, USA
  • fYear
    2010
  • fDate
    10-14 May 2010
  • Firstpage
    1289
  • Lastpage
    1294
  • Abstract
    The Chinese remainder theorem (CRT) is an ancient result about simultaneous congruences in number theory, which reconstructs a large integer from its remainders modulo several moduli. It is well known that the CRT has tremendous applications in many fields, such as computing and cryptography, an important one of which could be radar signal processing and radar imaging. However, it is also well-known that CRT is not robust in the sense that a small error in any remainders may cause a larger error in the reconstruction result, which will lead to a non-robust estimation. In this paper, we introduce a robust reconstruction algorithm called robust CRT. We show that, using this robust CRT algorithm, the reconstruction error is upper bounded by the maximal remainder error range named remainder error bound, if the remainder error bound is less than one quarter of the greatest common divisor (gcd) of all the moduli. Although CRT has existed for about 2500 years, this robustness is the first time in the literature. Then, we show how this robust CRT can be used into the field of radar detection and Doppler ambiguity resolution, especially for fast moving targets, and later, simulations are given to illustrate the effectiveness and validness of this robust CRT algorithm.
  • Keywords
    Doppler radar; image motion analysis; image reconstruction; number theory; radar detection; Chinese remainder theorem; Doppler ambiguity resolution; greatest common divisor; maximal remainder error range; moving target Doppler estimation; number theory; radar detection; radar imaging; radar signal processing; reconstruction algorithm; reconstruction error; remainder error bound; Application software; Cathode ray tubes; Cryptography; Frequency estimation; Image reconstruction; Noise robustness; Object detection; Radar imaging; Radar signal processing; Signal processing algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radar Conference, 2010 IEEE
  • Conference_Location
    Washington, DC
  • ISSN
    1097-5659
  • Print_ISBN
    978-1-4244-5811-0
  • Type

    conf

  • DOI
    10.1109/RADAR.2010.5494420
  • Filename
    5494420