ZHOU Junwei, SHEN Qing, CUI Wei, “A Novel Carrier Leakage Cancellation Algorithm for Multiple Target Detection,” Chinese Journal of Electronics, vol. 28, no. 1, pp. 100-106, 2019, doi: 10.1049/cje.2018.10.004
Citation: ZHOU Junwei, SHEN Qing, CUI Wei, “A Novel Carrier Leakage Cancellation Algorithm for Multiple Target Detection,” Chinese Journal of Electronics, vol. 28, no. 1, pp. 100-106, 2019, doi: 10.1049/cje.2018.10.004

A Novel Carrier Leakage Cancellation Algorithm for Multiple Target Detection

doi: 10.1049/cje.2018.10.004
Funds:  This work is supported by the National Natural Science Foundation of China (No.61672097).
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  • Corresponding author: SHEN Qing (corresponding author) was born in Jiangxi, China, in May 1988. He received his B.E. degree in 2009 and Ph.D. degree in 2016, both from Beijing Institute of Technology, Beijing, China. From 2013 to 2015, He was a visiting researcher in the Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield, UK. He is currently a post doctoral researcher in Beijing Institute of Technology. His research interests include radar and array signal processing. (Email:qing-shen@outlook.com)
  • Received Date: 2018-05-11
  • Rev Recd Date: 2018-06-21
  • Publish Date: 2019-01-10
  • False alarms and misdetections caused by the carrier leakage problem attract increasing attention for resource-limited platforms. To tackle the problem, we propose a target protected carrier leakage cancellation algorithm to rebuild the leakage signal from reference cells with those cells randomly updated based on each detection result to exclude the targets. The proposed algorithm eliminates the carrier leakage effectively without introducing false target due to the non-involvement of the target information in the reference cells based on a random update strategy. The noise level of our proposed algorithm is less than that of the commonly used algorithms such as the Cell average constant false alarm rate (CA-CFAR) detection method. As verified in the simulations, the proposed algorithm performs better than the CA-CFAR method.
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  • M. Skolnik, Radar Handbook, Third Edition, McGraw-Hill Professional, 2008.
    R. Svitek and S. Raman, "DC offsets in direct-conversion receivers:characterization and implications", Microwave Magazine IEEE, Vol.6, No.3, pp.76-86, 2005.
    L. Tabet and F. Soltani, "A generalized switching CFAR processor based on test cell statistics", Signal Image & Video Processing, Vol.3, No.3, pp.265-273, 2009.
    M. Weiss, "Analysis of some modified cell-averaging CFAR processors in multiple-target situations", IEEE Transactions on Aerospace & Electronic Systems, Vol. AES-18, No.1, pp.102-114, 1982.
    S. Blake, "OS-CFAR theory for multiple targets and nonuniform clutter", IEEE Transactions on Aerospace & Electronic Systems, Vol.24, No.6, pp.785-790, 1988.
    E. Hyun and J.H. Lee, "A new OS-CFAR detector design", First Acis/jnu International Conference on Computers, Networks, Systems and Industrial Engineering, pp.133-136, 2011.
    A.R. Elias-Fuste and E. De, los Reyes Davo, "Analysis of some modified ordered statistic cfar:OSGO and OSSO CFAR", IEEE Transactions on Aerospace & Electronic Systems, Vol.26, No.1, pp.197-202, 1990.
    A. Hezarkhani and A. Kashaninia, "Performance analysis of a CA-CFAR detector in the interfering target and homogeneous background", International Conference on Electronics, Communications and Control, pp.1568-1572, 2011.
    J.J. Lehtomaki, J. Vartiainen, M. Juntti, and H. Saarnisaari, "CFAR outlier detection with forward methods", IEEE Transactions on Signal Processing, Vol.55, No.9, pp.4702-4706, 2007.
    W. Zhou, J. Xie, G. Li, and Y. Du, "Robust CFAR detector with weighted amplitude iteration in nonhomogeneous sea clutter", IEEE Transactions on Aerospace & Electronic Systems, Vol.53, No.3, pp.1520-1535, 2017.
    G. Galati, M. Leonardi, A. Cavallin, and G. Pavan, "Airport surveillance processing chain for high resolution radar", IEEE Transactions on Aerospace & Electronic Systems, Vol.46, No.3, pp.1522-1533, 2010.
    R. Nitzberg, "Clutter map CFAR analysis", IEEE Transactions on Aerospace & Electronic Systems, Vol.22, No.4, pp.419-421, 1986.
    T. Shan, R. Tao, Y. Wang, and S. Zhou, "Performance of order statistic clutter map CFAR", International Conference on Signal Processing, Vol.2, pp.1572-1575, 2002.
    E. Conte and M. Lops, "Clutter-map cfar detection for rangespread targets in non-gaussian clutter. i. system design", IEEE Transactions on Aerospace & Electronic Systems, Vol.33, No.2, pp.432-443, 1997.
    V. Lakshmanan, J. Zhang, K. Hondl, and C. Langston, "A statistical approach to mitigating persistent clutter in radar reflectivity data", IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing, Vol.5, No.2, pp.652-662, 2012.
    Q. Shen, W. Cui, J. Hou, S. Wu, and H. Li, "Carrier leakage cancellation in pulse doppler radar applied for single target detection", IET International Radar Conference 2013, pp.1-5, 2013.
    M.K. Steven, "Fundamentals of statistical signal processing", Technometrics, Vol.37, No.4, pp.465-466, 1993.
    R.P. Millane and J.L. Eads, "Polynomial approximations to bessel functions", IEEE Transactions on Antennas & Propagation, Vol.51, No.6, pp.1398-1400, 2003.
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