LMI stability tests for the Fornasini-Marchesini model

被引:21
作者
Dumitrescu, Bogdan [1 ]
机构
[1] Tampere Univ Technol, TICSP, FIN-33101 Tampere, Finland
关键词
Fornasini-Marchesini model; linear matrix inequality; robust stability; stability; 2-D systems;
D O I
10.1109/TSP.2008.921768
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
We present a linear matrix inequality (LMI) for testing the stability of a 2-D system described by the Fornasini-Marchesini first model. The test is based on the properties of sum-of-squares polynomials with matrix coefficients. Although the test implements a sufficient condition, extensive experiments suggest that the gap to necessity is very small. We also derive an LMI describing stability conditions around a given model and useful in robust stability testing.
引用
收藏
页码:4091 / 4095
页数:5
相关论文
共 10 条
[1]   On factorization of trigonometric polynomials [J].
Dritschel, MA .
INTEGRAL EQUATIONS AND OPERATOR THEORY, 2004, 49 (01) :11-42
[2]   Stability test of multidimensional discrete-time systems via sum-of-squares decomposition [J].
Dumitrescu, B .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2006, 53 (04) :928-936
[3]  
Dumitrescu B. A., 2007, POSITIVE TRIGONOMETR
[4]   Optimization problems over positive pseudopolynomial matrices [J].
Genin, Y ;
Hachez, Y ;
Nesterov, Y ;
Van Dooren, P .
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2003, 25 (01) :57-79
[5]   Rank-one LMI approach to stability of 2-D polynomial matrices [J].
Henrion, D ;
Sebek, M ;
Bachelier, O .
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 2001, 12 (01) :33-48
[6]   Stability of 2-D systems described by the fornasini-Marchesini first model [J].
Kar, H ;
Singh, V .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (06) :1675-1676
[7]   Spectral factorizations and sums of squares representations via semidefinite programming [J].
McLean, JW ;
Woerdeman, HJ .
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2002, 23 (03) :646-655
[8]   TESTS OF STABILITY OF MULTIDIMENSIONAL FILTERS [J].
STRINTZIS, MG .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1977, 24 (08) :432-437
[9]   Using SeDuMi 1.02, a MATLAB toolbox for optimization over symmetric cones [J].
Sturm, JF .
OPTIMIZATION METHODS & SOFTWARE, 1999, 11-2 (1-4) :625-653
[10]   Stability and stability margin for a two-dimensional system [J].
Zhou, Tong .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2006, 54 (09) :3483-3488