Asymptotically optimal methods in a problem of the fastest detection of a change point .2. Studies of fastest detection methods

被引:0
|
作者
Brodsky, BE
机构
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Studies are made of the asymptotic optimality properties of fastest change-point detection methods, namely, the cumulative sum (CUSUM) method and the Girshik-Rubin-Shiryaev (GRSh) method of an averaged likelihood radio for dependent random sequences. An, asymptotically optimal method of the ''moving-window'' of observations is suggested and a comparative analysis of the quality characteristics of this method and those of the CUSUM anti GRSh methods is carried out. Robustness properties of the CUSUM and GRSh fastest detection methods are investigated and results of the simulation modeling are listed.
引用
收藏
页码:1394 / 1401
页数:8
相关论文
共 50 条
  • [21] ASYMPTOTICALLY OPTIMAL QUICKEST CHANGE DETECTION UNDER A NUISANCE CHANGE
    Lau, Tze Siang
    Tay, Wee Peng
    2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2019, : 5307 - 5311
  • [22] Optimal and asymptotically optimal cusum rules for change point detection in the Brownian motion model with multiple alternatives
    Hadjiliadis, O
    Moustakides, V
    THEORY OF PROBABILITY AND ITS APPLICATIONS, 2006, 50 (01) : 75 - 85
  • [23] INTEGRAL EQUATION METHODS IN CHANGE-POINT DETECTION PROBLEMS
    Mititelu, Gabriel
    BULLETIN OF THE AUSTRALIAN MATHEMATICAL SOCIETY, 2012, 85 (03) : 518 - 520
  • [24] Basic methods of change-point detection of financial fluctuations
    Takayasu, Hideki
    2015 INTERNATIONAL CONFERENCE ON NOISE AND FLUCTUATIONS (ICNF), 2015,
  • [25] Bayesian and Expectation Maximization methods for multivariate change point detection
    Keshavarz, Marziyeh
    Huang, Biao
    COMPUTERS & CHEMICAL ENGINEERING, 2014, 60 : 339 - 353
  • [26] Change point detection for neuronal data with CUSUM and classification methods
    Lena Koepcke
    Jutta Kretzberg
    BMC Neuroscience, 14 (Suppl 1)
  • [27] Asymptotically Pointwise Optimal Change Detection in Multiple Channels
    Baron, Michael
    SEQUENTIAL ANALYSIS-DESIGN METHODS AND APPLICATIONS, 2014, 33 (04): : 440 - 457
  • [28] A study on change point detection methods applied to beam offset detection in laser welding
    Nilsen, Morgan
    Sikstrom, Fredrik
    Christiansson, Anna-Karin
    17TH NORDIC LASER MATERIALS PROCESSING CONFERENCE (NOLAMP17), 2019, 36 : 72 - 79
  • [29] An Extended Optimal Stopping Method for Structural Change Point Detection Problem
    Koyama, Yoshihide
    Hattori, Tetsuo
    Imai, Yoshiro
    Horikawa, Yo
    Kawakami, Yusuke
    Kawano, Hiromichi
    ICAROB 2017: PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS, 2017, : P583 - P586
  • [30] Second-Order Asymptotically Optimal Change-point Detection Algorithm with Sampling Control
    Xu, Qunzhi
    Mei, Yajun
    Moustakides, George, V
    2020 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2020, : 1136 - 1140