Browse > Article
http://dx.doi.org/10.5515/KJKIEES.2012.23.7.822

Approximated Modeling Technique of Weibull Distributed Radar Clutter  

Nam, Chang-Ho (Agency for Defense Development)
Ra, Sung-Woong (Division of Electrical and Information Technology Engineering, Chungnam National University)
Publication Information
Abstract
Clutters are all unwanted radar returns to affect on detection of targets. Radar clutter is characterized by amplitude distributions, spectrum, etc. Clutter is modelled with considering these kinds of characteristics. In this paper, a Weibull distribution function approximated by uniform distribution function is suggested. Weibull distribution function is used to model the various clutters. This paper shows that the data generated by the approximated solution of Weibull distribution function satisfy the Weibull probability density function. This paper shows that the data generation time of approximated Weibull distribution function solution is reduced by 20 % compared with the generation time of original Weibull probability density function.
Keywords
Radar Clutter; Amplitude Distributions; Weibull Distributions; False Alarm Rate;
Citations & Related Records
연도 인용수 순위
  • Reference
1 D. A. Shnidman, "Comparison of low angle radar clutter models", IEEE Transactions on Aerospace and Electronic Systems, vol. 41, no. 2, pp. 736-746, Apr. 2005.   DOI
2 D. A. Shnidman, "Generalized radar clutter model", IEEE Transactions on Aerospace and Electronic Systems, vol. 35, no. 3, pp. 857-865, Jul. 1999.   DOI
3 G. B. Goldstein, "False alarm regulation in log-normal and Weibull clutter", IEEE Transactions on Aerospace and Electronic Systems, vol. 9, pp. 84-92, Jan. 1973.   DOI
4 M. Abramowitz, I. A. Stegun, Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables, New York, Dover Publications, Inc., 1965.
5 D. K. Barton, Radar System Analysis and Modeling, Norwood, MA, Artech House, 2005.
6 M. I. Skolnik, Introduction to Radar Systems, 3rd Edition, New York, McGraw-Hill, 2001.
7 F. E. Nathanson, Radar Design Principles, New York, McGraw-Hill, 1969.
8 V. Anastassopoulos, G. A. Lampropoulos, "Optimal CFAR detection in Weibull clutter", IEEE Transactions on Aerospace and Electronic Systems, vol. 31, no. 1, pp. 52-64, Jan. 1995.   DOI
9 F. E. Nathanson, J. P. Reilly, and M. N. Cohen, Radar Design Principles, 2nd Edition, New York, Mc- Graw-Hill, 1991.
10 D. K. Barton, Modern Radar System Analysis, Boston, MA, Artech House, 1988.
11 J. I. Marcum, "A statistical theory of target detection by pulsed radar", IEEE Transactions on Information Theory, vol. 6, no. 2, pp. 259-267, Apr. 1960.
12 P. Swerling, "Probability of detection for fluctuating targets", IEEE Transactions on Information Theory, vol. 6, no. 2, pp. 269-308, Apr. 1960.   DOI
13 G. V. Trunk, S. F. George, "Detection of targets in non- Gaussian sea clutter", IEEE Transactions on Aerospace and Electronic Systems, vol. 6, no. 5, pp. 620- 628, Sep. 1970.   DOI
14 M. Sekine, Y. Mao, Weibull Radar Clutter, London, Peter Peregrinus Ltd., 1990.
15 D. C. Schleher, "Radar detection in Weibull clutter", IEEE Transactions on Aerospace and Electronic Systems, vol. 12, no. 6, pp. 736-743, Nov. 1976.   DOI