Closed-form parameter estimators for Pareto distributed clutter with noise

被引:3
|
作者
Bocquet, S. [1 ]
机构
[1] Def Sci & Technol Grp, Joint & Operat Anal Div, Fishermans Bend, Vic 3207, Australia
关键词
D O I
10.1049/el.2015.2565
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Closed-form parameter estimators are obtained for Pareto distributed clutter with noise. The estimators consist of simple combinations of data moments, with no special functions, but they are only applicable to multilook data, because they make use of the harmonic mean, which is zero for the single-look clutter plus noise distribution. They have been tested on simulated two-look clutter and noise data. The closed-form estimators have about the same accuracy as the numerically solved z log z estimators obtained in previous work, but they are much simpler and quicker to compute.
引用
收藏
页码:1924 / 1925
页数:2
相关论文
共 50 条
  • [1] Closed-form estimators for the Pareto clutter plus noise parameters based on non-integer positive and negative order moments
    Sahed, Mohamed
    Mezache, Amar
    Soltani, Faouzi
    [J]. IET RADAR SONAR AND NAVIGATION, 2017, 11 (02): : 359 - 369
  • [2] Widening valid estimation range of multilook Pareto shape parameter with closed-form estimators
    Hu, Chong
    Luo, Feng
    Zhang, Linrang
    Fan, Yifei
    Chen, Shuailin
    [J]. ELECTRONICS LETTERS, 2016, 52 (17) : 1486 - 1487
  • [3] Closed-Form Fractional-Moment-Based Estimators for K-Distributed Clutter-Plus-Noise Parameters
    Sahed, Mohamed
    Mezache, Amar
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2017, 53 (04) : 2094 - 2100
  • [4] Closed-form estimators of CGIG distributed parameters
    Mezache, A.
    Sahed, M.
    [J]. ELECTRONICS LETTERS, 2018, 54 (02) : 99 - 101
  • [5] Parameter estimation for Pareto and K distributed clutter with noise
    Bocquet, Stephen
    [J]. IET RADAR SONAR AND NAVIGATION, 2015, 9 (01): : 104 - 113
  • [6] Some efficient closed-form estimators of the parameters of the generalized Pareto distribution
    From, Steven G.
    Ratnasingam, Suthakaran
    [J]. ENVIRONMENTAL AND ECOLOGICAL STATISTICS, 2022, 29 (04) : 827 - 847
  • [7] Some efficient closed-form estimators of the parameters of the generalized Pareto distribution
    Steven G. From
    Suthakaran Ratnasingam
    [J]. Environmental and Ecological Statistics, 2022, 29 : 827 - 847
  • [8] Closed-form estimator for widening valid estimation range of Pareto parameter
    National Key Lab. of Radar Signal Processing, Xidian Univ., Xi'an
    710071, China
    [J]. Xi'an Dianzi Keji Daxue Xuebao, 2 (33-36 and 113):
  • [9] ESTIMATION OF DISTRIBUTED PARAMETER-SYSTEMS - SOME CLOSED-FORM SOLUTIONS
    SCHAECHTER, DB
    [J]. JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1986, 9 (04) : 408 - 412
  • [10] Bipercentile parameter estimators of bias reduction for generalised Pareto clutter model
    Yu, Han
    Shui, Peng-Lang
    Lu, Kai
    Zeng, Wei-Liang
    [J]. IET RADAR SONAR AND NAVIGATION, 2020, 14 (07): : 1105 - 1112