Abstract
Multivariate (n-D) polynomial matrix factorizations are basic research subjects in multidimensional (n-D) systems and signal processing. In this paper, several results on general matrix factorizations are provided for extracting a matrix factor from a given n-D polynomial matrix whose lower order minors satisfy certain conditions. These results are further generalizations of previous results in (Lin et al. in Circuits Syst. Signal Process. 20(6):601–618, 2001). As a consequence, the application range of the constructive algorithm in (Lin et al. in Circuits Syst. Signal Process. 20(6):601–618, 2001) has been greatly extended. Three examples are worked out in detail to show the practical value of the proposed method for obtaining general factorizations for a class of n-D polynomial matrices.
Similar content being viewed by others
References
N.K. Bose, Applied Multidimensional Systems Theory (Van Nostrand Reinhold, New York, 1982)
N.K. Bose, C. Charoenlarpnopparut, Multivariate matrix factorization: new results. Presented at MNTS 98, Padova, Italy, pp. 97–100 (July, 1998)
N.K. Bose, B. Buchberger, J.P. Guiver, Multidimensional Systems Theory and Applications (Kluwer Academic, Dordrecht, 2003)
C. Charoenlarpnopparut, N.K. Bose, Multidimensional FIR filter bank design using Gröbner bases. IEEE Trans. Circuits Syst. II: Analog. Digit. Signal Process. 46, 1475–1486 (1999)
E. Fomasini, M.E. Valcher, nD polynomial matrix with applications to multidimensional signal analysis. Multidimens. Syst. Signal Process. 8, 387–408 (1997)
A. Fabianska, A. Quadrat, Applications of the Qullen–Suslin theorem to multidimensional systems theory, in Gröbner Bases in Control Theory and Signal Processing, ed. by H. Park, G. Regensburger (Walter de Gruyter, Berlin, 2006), pp. 23–106
J.P. Guiver, N.K. Bose, Polynomial matrix primitive factorization over arbitrary coefficient field and related results. IEEE Trans. Circuits Syst. 29, 649–657 (1982)
G.M. Greuel, G. Pfister, A Singular Introduction to Commutative Algebra, 2nd edn. (Springer, Berlin, 2008)
S. Kleon, U. Oberst, Transfer operators and state spaces for discrete multidimensional linear systems. Acta Appl. Math. 57, 1–82 (1999)
T.Y. Lam, Serre’s Problem on Projective Module (Springer, Berlin, 2006)
Z. Lin, On primitive factorizations for n-D polynomial matrices, in Proc. IEEE Symp. Circuits Syst., Chicago, IL (1993), pp. 595–598
Z. Lin, On primitive factorizations for 3-D polynomial matrices. IEEE Trans. Circuits Syst. 39(12), 1024–1027 (1992)
Z. Lin, Notes on n-D polynomial matrix factorizations. Multidimens. Syst. Signal Process. 10, 379–393 (1999)
Z. Lin, N.K. Bose, A generalization of Serre’s conjecture and related issues. Linear Algebra Appl. 338, 125–138 (2001)
Z. Lin, J. Ying, L. Xu, Factorizations for nD polynomial matrices. Circuits Syst. Signal Process. 20(6), 601–618 (2001)
Z. Lin, L. Xu, H. Fan, On minor prime factorization for n-D polynomial matrices. IEEE Trans. Circuits Syst. II: Express Briefs 52(9), 568–571 (2005)
Z. Lin, L. Xu, N.K. Bose, A tutorial on Gröbner bases with applications in signals and systems. IEEE Trans. Circuits Syst. I 55(1), 445–461 (2008)
J. Liu, M. Wang, Notes on factor prime factorizations for n-D polynomial matrices. Multidimens. Syst. Signal Process. 21(1), 87–97 (2010)
N.E. Mastorakis, N.J. Theodorou, S.G. Tzafestas, A general factorization method for multivariate polynomials, Multidimens. Syst. Signal Process. 5, 151–178 (1994)
J.F. Pommaret, Solving Bose conjecture on linear multidimensional systems, in Proc. Eur. Control Conf., (2001), pp. 1853–1855
V. Srinivas, A generalized Serre problem. J. Algebra 278(2), 621–627 (2004)
M. Wang, D. Feng, On Lin–Bose problem. Linear Algebra Appl. 390, 279–285 (2004)
M. Wang, C.P. Kwong, On multivariate polynomial matrix factorization problems. Math. Control Signals Syst. 17(4), 297–311 (2005)
M. Wang, On factor prime factorization for n-D polynomial matrices. IEEE Trans. Circuits Syst. I, Reg. Papers 54(6), 1398–1405 (2007)
M. Wang, Remarks on n-D polynomial matrix factorization problems. IEEE Trans. Circuits Syst. II: Express Briefs 55(1), 61–64 (2008)
D.C. Youla, G. Gnavi, Notes on n-dimensional system theory. IEEE Trans. Circuits Syst. CAS-26(2), 105–111 (1979)
D.C. Youla, P.F. Pickel, The Quillen–Suslin theorem and the structure of n-dimensional elementary polynomial matrices. IEEE Trans. Circuits Syst. CAS-31(6), 513–518 (1984)
Author information
Authors and Affiliations
Corresponding author
Additional information
Liu was supported in part by the Natural Science Foundation of China under Grant (10771058), and Wang was partially supported by the Natural Science Foundation of China under Grant (60970134), and the 973 project under Grant (2007CB311201).
Rights and permissions
About this article
Cite this article
Liu, J., Li, D. & Wang, M. On General Factorizations for n-D Polynomial Matrices. Circuits Syst Signal Process 30, 553–566 (2011). https://doi.org/10.1007/s00034-010-9229-x
Received:
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00034-010-9229-x