L2-sensitivity analysis and minimization of 2-D separable-denominator state-space digital filters

被引：18
|
作者：
Hinamoto, T [1 ]
Sugie, Y [1 ]
机构：
[1] Hiroshima Univ, Grad Sch Engn, Hiroshima, Japan
来源：
IEEE TRANSACTIONS ON SIGNAL PROCESSING | 2002年 / 50卷 / 12期
关键词：
L-2-sensitivity analysis; L-2-sensitivity minimization; optimal filter realization; Roesser's local state-space models; separable denominator; two-dimensional digital filters;
D O I：
10.1109/TSP.2002.805238
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：
For two-dimensional (2-D) state-space digital filters that are separable in the denominator, the coefficient sensitivity is analyzed by using a pure L-2-norm, and then, the problem of minimizing the L-2-sensitivity is considered. First, a novel expression is developed in closed form for the evaluation of the L-2-sensitivity. Next, an iterative procedure is presented for synthesizing the optimal filter structures that minimize the L-2-sensitivity. Finally, a numerical example is given to illustrate the utility of the proposed technique.
引用
收藏
页码：3107 / 3114
页数：8
相关论文
共 50 条
  • [1] A fast convergence algorithm for L2-sensitivity minimization of 2-D separable-denominator state-space digital filters
    Yamaki, Shunsuke
    Abe, Masahide
    Kawamata, Masayuki
    2007 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, 2007, : 2722 - 2725
  • [2] Minimization of L2-sensitivity subject to L2-scaling constraints for 2-D separable-denominator state-space digital filters
    Omoifo, Osemekhian I.
    Hinamoto, Takao
    WSEAS Transactions on Circuits and Systems, 2006, 5 (10): : 1506 - 1513
  • [3] Minimization of L2-sensitivity for 2-D separable-denominator state-space digital filters subject to L2-scaling constraints
    Hinamoto, Takao
    Shibata, Yukihiro
    Lu, Wu-Sheng
    2006 IEEE ASIA PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS, 2006, : 390 - +
  • [4] Synthesis of 3-D Separable-Denominator State-Space Digital Filters with Minimum L2-Sensitivity
    Takao Hinamoto
    Yuji Sugie
    Akimitsu Doi
    Mitsuji Muneyasu
    Multidimensional Systems and Signal Processing, 2004, 15 : 147 - 167
  • [5] Synthesis of 3-D separable-denominator state-space digital filters with minimum L2-sensitivity
    Hinamoto, T
    Sugie, Y
    Doi, A
    Muneyasu, M
    MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 2004, 15 (02) : 147 - 167
  • [6] Minimization of l2-sensitivity for 2-D separable-denominator state-space digital filters subject to l2-scaling constraints using a Lagrange function and a bisection method
    Hinamoto, Takao
    Shibata, Yukihiro
    Nakamoto, Masayoshi
    ICINCO 2007: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL SPSMC: SIGNAL PROCESSING, SYSTEMS MODELING AND CONTROL, 2007, : 190 - 195
  • [7] ANALYSIS OF l2-SENSITIVITY FOR CANONICAL FORMS IN 1-D AND 2-D SEPARABLE-DENOMINATOR DIGITAL FILTERS
    Hinamoto, Yoichi
    Doi, Akimitsu
    2012 IEEE 55TH INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS), 2012, : 920 - 923
  • [8] On the L2-sensitivity minimization of a class of 2-D state-space digital filters
    Hinamoto, T
    Ohnishi, H
    PROCEEDINGS OF THE 44TH IEEE 2001 MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1 AND 2, 2001, : 389 - 392
  • [9] l2-Sensitivity Analysis and Minimization for Generalized Direct-Form II Realization of 2-D Separable-Denominator Digital Filters
    Hinamoto, Takao
    Doi, Akimitsu
    Lu, Wu-Sheng
    2019 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2019,
  • [10] A design technique of 2-D separable-denominator state-space digital filters via projection
    Doi, A
    Fujiwara, H
    Hinamoto, T
    2000 IEEE ASIA-PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS: ELECTRONIC COMMUNICATION SYSTEMS, 2000, : 670 - 673
12345