AN ANALYSIS OF THE STANDARD DEVIATION OF THE ENTROPY PARAMETER FOR TARGET DETECTION ON THE BACKGROUND CLUTTER

  • T. Pham Military Technical Academia, Vietnam Republic
  • T. Nguyen Military Technical Academia Vietnam Republic
  • V. Nguyen Military Technical Academia Vietnam Republic
Keywords: standard deviation, target detection on the background clutter, polarization entropy.

Abstract

The paper proposes a method to improve the performance of target detection on the background clutter using the standard deviation of polarization entropy H parameter. The performance of target detection is analyzed with different types of target, on the background clutter models Rayleigh, Weibull and Laplace. Also examined the special case when the target has the same H parameter as the background clutter. The results showed that the performance of the method using the standard deviation of H in the target detection on the background clutter has increased significantly compared to the case where only the H parameter is used.

Author Biographies

T. Pham , Military Technical Academia, Vietnam Republic

Ph-D

T. Nguyen , Military Technical Academia Vietnam Republic

Ph-D

V. Nguyen , Military Technical Academia Vietnam Republic

Ph-D

References

[1] Novak L. M. en Sechtin M. B., „Studies of target detection algorithms that use polarimetric radar data,” IEEE Trans. on Aerosp. Electron. Syst, vol. 25, nr. 2, Mar. 1989., pp. 150-165, 1989.
[2] Park H. R, Li J en Wang H, „Polarization-spacetime domain generalized likelihood ratio detection of radar targets,” Signal Processing, vol. 41, p. 153—164, 1995.
[3] Pastina D, Lombardo P en Bucciarelli T, „Adaptive polarimetric target detection with coherent radar. Part I: Detection against Gaussian background,” IEEE Trans. on Aerosp. Electron. Syst, Vols. %1 van %237, No. 4, pp. 1194-1206, 2001.
[4] Hurtado. M en Nehoira. A, „Polarimetric detection of target in heavy inhomogenous clutter,” IEEE Transactions on Signal Processing, vol. 56, nr. 4, pp. 1349-1361, 2008.
[5] Kelly E. J, „An adaptive detection algorithm,” IEEE Transactions on Aerospace and Electronic Systems, AES-22, vol. 1, p. 115—127, 1986.
[6] Park. H en Wang. H, „Adaptive polarizationspace-time domain radar target detection in inhomogeneous clutter enviroments,” Inst. Elect. Eng. Proc. Radar Sonar Navig., vol. 153, pp. 3543, 2006.
[7] Lombardo. P, Pastina. D en Bucciarelli. T, „Adaptive polarimetric target detection with coherent radar. Part II: Detection against nonGaussian background,” IEEE Trans. Aerosp. Electr. Syst, vol. 37, pp. 1207-1220, 2001.
[8] De Maio.A en Alfano. G, „Polarimetric adaptive detection in non-Gaussian noise,” Signal Processing, vol. 83, pp. 297-306, 2003.
[9] Bo Ren, Longfei Shi en Guoyu Wang, „Polarimetric Target Detection Using Statistic of the Degree of Polarization,” Progress In Electromagnetics Reserch M, vol. 46, pp. 143152, 2016.
[10] Peng Wu, Jun Wang en Wenguang Wang, „A Novel Method of Small Target Detection in Sea Clutter,” International Scholarly Research Network ISRN Signal Processing, vol. 33, nr. 4, pp. 816-822, 2011.
[11] Cloude S.R en Pottier E, „An entropy based classification scheme for land applications of polarimetric SAR,” IEEE Transactions on Geoscience and Remote Sensing, vol. 35, nr. 1, pp. 68-78, 2008.
[12] S. Kay, Fundamentals of Statistical Signal Processing: Detection Theory, NJ: Prentice-Hall: Englewood Cliffs, 1993.
Published
2021-04-15
How to Cite
Pham , T., T. Nguyen, and V. Nguyen. 2021. “AN ANALYSIS OF THE STANDARD DEVIATION OF THE ENTROPY PARAMETER FOR TARGET DETECTION ON THE BACKGROUND CLUTTER ”. EurasianUnionScientists 6 (3(84), 4-9. https://doi.org/10.31618/ESU.2413-9335.2021.6.84.1305.