The multifractal spectrum of a sea clutter using a random walk model

被引:0
作者
Jingbo He
Jianghu Xu
机构
[1] Naval University of Engineering,Electronics Engineering College
来源
Acta Oceanologica Sinica | 2017年 / 36卷
关键词
random walk; sea clutter; multifractal;
D O I
暂无
中图分类号
学科分类号
摘要
The radar echo signal of a sea clutter is nonlinear, nonstationary and time varying. A multifractal measure analysis can describe the local singularity of a physics system. The random walk model of a sea clutter scattering is analysed to disclose the intrinsic physical characteristics and laws of the sea clutter. Stochastic differential equations are given for the physical quality of the sea clutter. A diffusion process model is established Itô using formula. The singularity of the random walk model is tested by a multifractal spectroscopy, and the accuracy of this model is proven by the multifractal spectroscopy of a real-life IPIX radar data set. Thus, the random walk model is effective for describing the dynamics mechanism of the sea clutter.
引用
收藏
页码:23 / 26
页数:3
相关论文
共 43 条
[1]  
Feng T(2007)Stochastic differential equation theory applied to wireless channels IEEE Transactions on Communications 55 1478-1483
[2]  
Field T R(2015)Gamma Gaussian inverse wishart probability hypothesis density for extended target tracking using X-band marine radar data IEEE Transactions on Geoscience and Remote Sensing 53 6617-6631
[3]  
Haykin S(2010)Multifractal correlation characteristic of real sea clutter and low-observable targets detection Journal of Electronics & Information Technology 32 54-61
[4]  
Granström K(2015)Bivariate empirical mode decomposition for cognitive radar scene analysis IEEE Signal Processing Letters 22 603-607
[5]  
Natale A(1976)A model for non-Rayleigh sea echo IEEE Transactions on Antennas and Propagation 24 806-814
[6]  
Braca P(1987)Generalized K distribution: a statistical model for weak scattering Journal of the Optical Society of America A 4 1764-1772
[7]  
Guan J(2014)Fractal-based weak target detection within sea clutter Acta Oceanologica Sinica 33 68-72
[8]  
Liu N(2012)Fractal analysis of real sea clutter in frequency domain Journal of Electronics & Information Technology 34 929-935
[9]  
Zhang J(2015)Application of the Pareto plus noise distribution to medium grazing angle sea-clutter IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8 255-261
[10]  
Güntürkün U(2015)Fourier-bessel transform and time-frequency-based approach for detecting manoeuvring air target in sea-clutter IET Radar, Sonar & Navigation 9 481-491