Time domain model order reduction by wavelet collocation method

被引:0
|
作者
Xuanzeng [1 ]
Feng, Lihong [1 ]
Su, Yangfeng [2 ]
Cai, Wei [3 ]
Zhou, Dian [4 ]
Chiang, Charles [5 ]
机构
[1] Fudan Univ, Microelect Dept, ASIC, Shanghai 200433, Peoples R China
[2] Fudan Univ, Dept Math, Shanghai, Peoples R China
[3] Unvi North Carolina & Charlotte, Dept Math, Charlotte, NC 28269 USA
[4] Univ Texas Dallas, Dept Elect Engn, Richardson, TX 75083 USA
[5] Synopsys Inc, Mountain View, CA 94043 USA
关键词
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a wavelet based approach is proposed for the model order reduction of linear circuits in time domain. Compared with Chebyshev reduction method, the wavelet reduction approach can achieve smaller reduced order circuits with very high accuracy, especially for those circuits with strong singularities. Furthermore, to compute the basis function coefficient vectors, a fast Sylvester equation solver is proposed, which works more than one or two orders faster than the vector equation solver employed by Chebyshev reduction method. The proposed wavelet method is also compared with the frequency domain model reduction method, which may loose accuracy in time domain. Both theoretical analysis and experiment results have demonstrated the high speed and high accuracy of the proposed method.
引用
收藏
页码:19 / +
页数:2
相关论文
共 50 条
  • [21] Piecewise Polynomial Model Reduction Method for Nonlinear Systems in Time Domain
    Qiu, Zhi-Yong
    Jiang, Yao-Lin
    ASIAN JOURNAL OF CONTROL, 2020, 22 (02) : 868 - 878
  • [22] Wavelet-like collocation method for finite-dimensional reduction of distributed systems
    Adrover, A
    Continillo, G
    Crescitelli, S
    Giona, M
    Russo, L
    COMPUTERS & CHEMICAL ENGINEERING, 2000, 24 (12) : 2687 - 2703
  • [23] ORDER REDUCTION OF LINEAR-SYSTEM MODELS WITH A TIME FREQUENCY-DOMAIN METHOD
    PAPADOPOULOS, DP
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 1986, 322 (04): : 209 - 220
  • [24] Order Reduction of Real Time Electromechanical Systems by Using a New Model Order Reduction Method and Controller Design
    Prajapati, Arvind Kumar
    Sen, Sachidananda
    Kumar, Maneesh
    Mehrotra, Monica
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2024, : 1559 - 1594
  • [25] Model order reduction methods for coupled systems in the time domain using Laguerre polynomials
    Wang, Xiao-Long
    Jiang, Yao-Lin
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2011, 62 (08) : 3241 - 3250
  • [26] Model order reduction based on general orthogonal polynomials in the time domain for coupled systems
    Qi, Zhen-Zhong
    Jiang, Yao-Lin
    Xiao, Zhi-Hua
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2014, 351 (06): : 3200 - 3214
  • [27] A Robust Numerical Approach for the Fractional Polio Model by the Genocchi Wavelet Collocation Method
    Manohara, G.
    Kumbinarasaiah, S.
    JOURNAL OF COMPUTATIONAL AND NONLINEAR DYNAMICS, 2025, 20 (04):
  • [28] Numerical approximation of the typhoid disease model via Genocchi wavelet collocation method
    Manohara G.
    Kumbinarasaiah S.
    Journal of Umm Al-Qura University for Applied Sciences, 2024, 10 (4): : 682 - 697
  • [29] A connection between time domain model order reduction and moment matching for LTI systems
    Hund, Manuela
    Saak, Jens
    MATHEMATICAL AND COMPUTER MODELLING OF DYNAMICAL SYSTEMS, 2018, 24 (05) : 455 - 484
  • [30] A wavelet collocation method for fractional Black-Scholes equations by subdiffusive model
    Damircheli, Davood
    Razzaghi, Mohsen
    NUMERICAL METHODS FOR PARTIAL DIFFERENTIAL EQUATIONS, 2024, 40 (05)