Analyze Linearity and Time-Varying Characteristic of Continuous Detecting Distorted Current System Based on LMS Algorithm

被引:0
|
作者
Liu, Kaipei [1 ]
Liu, Chuanlin [1 ]
机构
[1] Wuhan Univ, Sch Elect Engn, Wuhan 430072, Peoples R China
关键词
distorted current detection; ananlogy continuous system based on LMS algorithm; linearity and time-varying characteristic of detecting system;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The discrete adaptive system have been used in detecting distorted currunt widely. This paper presented an analogy continuous system based on least mean square (LMS) algorithm, and proved that the analogy system has characteristics of linearity and time-varying system. Based on the adaptive noise canceling technology in the signal processing, this paper presented an improved algorithm of LMS for distorted current detection, which can overtake effectively the drawback of normal LMS algorithm. Moreover, the algorithm presented is easy to implement and solve the contravention between the detecting precision and speediness. The simulation results showed that the algorithm's capability is superior to those of the normal LMS, the proposed approach gives faster dynamic performance and better precision than the normal method.
引用
收藏
页码:3196 / 3200
页数:5
相关论文
共 50 条
  • [21] Combined algorithm for time-varying system based on improved particle swarm optimization and EWRLS algorithm
    Jian, W
    Xue, YC
    Huang, J
    2004 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT), VOLS. 1- 3, 2004, : 1474 - 1477
  • [22] A continuous-time consensus algorithm using neurodynamic system for distributed time-varying optimization with inequality constraints
    He, Shuang
    He, Xing
    Huang, Tingwen
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2021, 358 (13): : 6741 - 6758
  • [23] A TIME-VARYING STEP-SIZE NORMALIZED LMS ALGORITHM FOR ADAPTIVE ECHO CANCELER STRUCTURES
    MIYATAKE, MN
    MEANA, HP
    DERIVERA, LN
    SANCHEZ, FC
    GARCIA, JCS
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 1995, E78A (02) : 254 - 258
  • [24] Tracking time-varying channels with adaptive step-size transform domain LMS algorithm
    Bilcu, Radu Ciprian
    Kuosmanen, Pauli
    Egiazarian, Karen
    Recent Advances in Intelligent Systems and Signal Processing, 2003, : 104 - 109
  • [25] Robust filtering algorithm based on time-varying noise
    Shao, Hui
    Xiong, Zhi
    Xu, Jianxin
    Hua, Bing
    Han, Song
    AIRCRAFT ENGINEERING AND AEROSPACE TECHNOLOGY, 2016, 88 (01): : 189 - 196
  • [26] Adaptive Control Strategy for Time-Varying Power System Based on Continuous Markov Model
    Ma, Jing
    Kang, Wenbo
    Zhao, Dong
    Zhang, Jiaxin
    Thorp, James S.
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2019, 47 (6-7) : 551 - 560
  • [27] New Algorithms for the Estimation of Distorted Time-varying Power System Signal Parameters in Noise
    Dash, P. K.
    Patra, J. P.
    Padhee, Malhar
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2011, 39 (15) : 1712 - 1731
  • [28] Distributed Continuous-Time Algorithm for Time-Varying Optimization With Affine Formation Constraints
    Wu, Chu
    Fang, Hao
    Zeng, Xianlin
    Yang, Qingkai
    Wei, Yue
    Chen, Jie
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2023, 68 (04) : 2615 - 2622
  • [29] Distributed continuous-time algorithm for time-varying optimization with desired shape constraints
    Zhang, Xiaotang
    Lin, Siman
    Tan, Manchun
    NONLINEAR DYNAMICS, 2024, 112 (20) : 18079 - 18097
  • [30] Performance analysis of an LMS based Fourier analyzer for sinusoidal signals with time-varying amplitude
    Kudoh, N
    Tadokoro, Y
    IEEE TENCON 2003: CONFERENCE ON CONVERGENT TECHNOLOGIES FOR THE ASIA-PACIFIC REGION, VOLS 1-4, 2003, : 1409 - 1413