MEASUREMENTS OF THE RESONANCE FREQUENCY BY THE METHOD OF STOCHASTIC APPROXIMATION

被引：0
|
作者：
Fateev, V. Ya [1 ]
机构：
[1] Russian Acad Sci IPU RAN, Trapeznikov Inst Control Sci, Moscow, Russia
来源：
MEASUREMENT TECHNIQUES | 2019年 / 62卷 / 06期
关键词：
resonance frequency; amplitude-frequency characteristic; stochastic approximation; convergence;
D O I：
10.1007/s11018-019-01659-1
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
We consider the problem of measuring of the resonance frequency according to the amplitude-frequency characteristic of a resonator with the help of the method of stochastic approximation (SA). Various modifications of SA algorithms in the MATLAB software are investigated for a computer model of resonator with given parameters. The influence of the parameters of SA algorithms, noise, and the Q-factor of the resonator on the accuracy of measurements and the rate of convergence is analyzed. We also perform the comparative analysis of the indicated modifications of the algorithms.
引用
收藏
页码：546 / 553
页数：8
相关论文
共 50 条
  • [31] A STATIONARY STOCHASTIC-APPROXIMATION METHOD
    LIDDLE, RF
    MONAHAN, JF
    JOURNAL OF ECONOMETRICS, 1988, 38 (1-2) : 91 - 102
  • [32] Study of stochastic resonance by method of stochastic energetics
    Iwai, T
    PHYSICA A, 2001, 300 (3-4): : 350 - 358
  • [33] Quasi-deterministic approximation, metastability and stochastic resonance
    Freidlin, MI
    PHYSICA D, 2000, 137 (3-4): : 333 - 352
  • [34] FREQUENCY CALCULATION OF RANDOM STRUCTURES USING RECURSIVE STOCHASTIC FINITE ELEMENT METHOD AND PADE′ APPROXIMATION
    Chen, Xuelong
    Zhang, Heng
    Huang, Bin
    Fundamental Research in Structural Engineering: Retrospective and Prospective, Vols 1 and 2, 2016, : 421 - 427
  • [35] Stochastic Approximation Proximal Method of Multipliers for Convex Stochastic Programming
    Zhang, Liwei
    Zhang, Yule
    Xiao, Xiantao
    Wu, Jia
    MATHEMATICS OF OPERATIONS RESEARCH, 2023, 48 (01) : 177 - 193
  • [36] A SINGLE TIMESCALE STOCHASTIC APPROXIMATION METHOD FOR NESTED STOCHASTIC OPTIMIZATION
    Ghadimi, Saeed
    Ruszczynski, Andrzej
    Wang, Mengdi
    SIAM JOURNAL ON OPTIMIZATION, 2020, 30 (01) : 960 - 979
  • [37] A generalized stochastic resonance based instantaneous frequency estimation method under low SNR
    Liu, Yang
    Xiong, Zhenhua
    Mechanical Systems and Signal Processing, 2022, 164
  • [38] Study of the Method of Multi-Frequency Signal Detection Based on the Adaptive Stochastic Resonance
    Lu, Zhenyu
    Yang, Tingya
    Zhu, Min
    ABSTRACT AND APPLIED ANALYSIS, 2013,
  • [39] A generalized stochastic resonance based instantaneous frequency estimation method under low SNR
    Liu, Yang
    Xiong, Zhenhua
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2022, 164
  • [40] Frequency Domain Design for Quasi-Stochastic Approximation
    不详
    IEEE CONTROL SYSTEMS MAGAZINE, 2023, 43 (05): : 125 - 125
12345