Simulation of dependent samples of symmetric alpha-stable clutter

被引：23
|
作者：
Szajnowski, WJ [1 ]
Wynne, JB
机构：
[1] Univ Surrey, Sch Elect Engn Informat Technol & Math, Guildford GU2 5XH, Surrey, England
[2] Def Evaluat & Res Agcy, Farnborough GU14 0LX, Hants, England
来源：
IEEE SIGNAL PROCESSING LETTERS | 2001年 / 8卷 / 05期
关键词：
alpha-stable processes; non-Gaussian clutter; random variable generation;
D O I：
10.1109/97.917700
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：
Discrete-time samples of isotropic clutter with symmetric alpha-stable (S alphaS) distribution are generated by modulating a complex correlated Gaussian sequence with a nonnegative sequence with skewed stable distribution. The quadrature components of such simulated clutter are uncorrelated, yet dependent, with uniform phase. Statistical dependence between samples of the modulating sequence is induced by employing an autoregressive moving-average scheme with nonnegative stable innovations. A simple autoregressive scheme is analyzed in more detail, and a special technique for simulating isotropic Cauchy clutter is presented.
引用
收藏
页码：151 / 152
页数：2
相关论文
共 50 条
  • [1] Symmetric alpha-stable filter theory
    Univ of Southern California, Los Angeles, United States
    IEEE Trans Signal Process, 9 (2301-2306):
  • [2] Symmetric alpha-stable filter theory
    Bodenschatz, JS
    1997 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I - V: VOL I: PLENARY, EXPERT SUMMARIES, SPECIAL, AUDIO, UNDERWATER ACOUSTICS, VLSI; VOL II: SPEECH PROCESSING; VOL III: SPEECH PROCESSING, DIGITAL SIGNAL PROCESSING; VOL IV: MULTIDIMENSIONAL SIGNAL PROCESSING, NEURAL NETWORKS - VOL V: STATISTICAL SIGNAL AND ARRAY PROCESSING, APPLICATIONS, 1997, : 1945 - 1948
  • [3] The Symmetric alpha-Stable Privacy Mechanism
    Zawacki, Christopher C.
    Abed, Eyad H.
    2024 58TH ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS, CISS, 2024,
  • [4] Symmetric alpha-stable filter theory
    Bodenschatz, JS
    Nikias, CL
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (09) : 2301 - 2306
  • [5] GLRT-Based Coherent Detection in Sub-Gaussian Symmetric Alpha-Stable Clutter
    Liu, Xu
    Du, Lan
    Xu, Shuwen
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19
  • [6] ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION
    Bibalan, Mohammadreza Hassannejad
    Amindavar, Hamidreza
    2016 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING PROCEEDINGS, 2016, : 4328 - 4332
  • [7] The stability test for symmetric alpha-stable distributions
    Brcich, RF
    Iskander, DR
    Zoubir, AA
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2005, 53 (03) : 977 - 986
  • [8] Performance of CA-CFAR Receivers in Alpha-Stable Clutter
    Aalo, Valentine A.
    Peppas, Kostas P.
    Efthymoglou, George
    Alwakeel, Mohammed
    Alwakeel, Sami
    2013 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (IEEE ISSPIT 2013), 2013, : 130 - 134
  • [9] NUMERICAL GENERATION OF SYMMETRIC alpha-STABLE RANDOM VARIABLES
    Popa, S.
    Stanescu, D.
    Wulff, S. S.
    STUDIA UNIVERSITATIS BABES-BOLYAI MATHEMATICA, 2008, 53 (03): : 105 - 117
  • [10] AN ASYMPTOTIC EVALUATION OF THE TAIL OF A MULTIPLE SYMMETRIC ALPHA-STABLE INTEGRAL
    SAMORODNITSKY, G
    SZULGA, J
    ANNALS OF PROBABILITY, 1989, 17 (04): : 1503 - 1520
12345