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
  • [21] Efficient closed-form maximum a posteriori estimators for the gamma distribution
    Louzada, Francisco
    Ramos, Pedro Luiz
    [J]. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2018, 88 (06) : 1134 - 1146
  • [22] Closed-Form Pseudolinear Estimators for DRSS-AOA Localization
    Li, Jun
    Dogancay, Kutluyil
    Hmam, Hatem
    [J]. SENSORS, 2021, 21 (21)
  • [23] New closed-form efficient estimators for the negative binomial distribution
    Zhao, Jun
    Kim, Hyoung-Moon
    [J]. STATISTICAL PAPERS, 2023, 64 (06) : 2119 - 2135
  • [24] New closed-form efficient estimators for the negative binomial distribution
    Jun Zhao
    Hyoung-Moon Kim
    [J]. Statistical Papers, 2023, 64 : 2119 - 2135
  • [25] Closed-form estimators for multi-pulse TDOA localization
    Dogançay, K
    Gray, DA
    [J]. ISSPA 2005: The 8th International Symposium on Signal Processing and its Applications, Vols 1 and 2, Proceedings, 2005, : 543 - 546
  • [26] Improved Shape Parameter Estimation in Pareto Distributed Clutter with Neural Networks
    Machado Fernandez, Jose Raul
    Bacallao Vidal, Jesus de la Concepcion
    [J]. INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2016, 4 (02): : 7 - 11
  • [27] CLOSED-FORM DETECTOR FOR SOLID SUB-PIXEL TARGETS IN MULTIVARIATE T-DISTRIBUTED BACKGROUND CLUTTER
    Theiler, James
    Zimmer, Beate
    Ziemann, Amanda
    [J]. IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 2773 - 2776
  • [28] Closed-Form Solutions to the Pareto Boundary and Optimal Distributed Strategy for the Two-User MISO Interference Channel
    Li, Jiamin
    Wang, Dongming
    Zhu, Pengcheng
    Tang, Lan
    You, Xiaohu
    [J]. 2012 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP 2012), 2012,
  • [29] Closed-Form Solutions to the Pareto Boundary and Distributed Beamforming Strategy for the Two-User MISO Interference Channel
    Jiamin Li
    Dongming Wang
    Pengcheng Zhu
    Lan Tang
    Xiaohu You
    [J]. Wireless Personal Communications, 2013, 72 : 175 - 190
  • [30] Closed-Form Solutions to the Pareto Boundary and Distributed Beamforming Strategy for the Two-User MISO Interference Channel
    Li, Jiamin
    Wang, Dongming
    Zhu, Pengcheng
    Tang, Lan
    You, Xiaohu
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2013, 72 (01) : 175 - 190