Euclidean-Based Approaches for Solving Coprime Integer Matrices

IF 2.6
Xiaoping Li;Xuefang Li;Qunying Liao;Jiancun Fan;Tongxing Zheng
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引用次数: 0

Abstract

Coprime pairs of integer matrices have applications in various fields, including multirate systems and multidimensional signal processing. This article addresses problems related to coprime matrices when given two integer matrices of the same size. These problems include determining whether the matrices are coprime, computing their greatest common divisor (gcd), and finding two unknown integer matrices that satisfy Bezout’s equation. First, we present a division theorem for two matrices, which guarantees that the remainder matrix is either the zero matrix or a nonsingular matrix with a smaller absolute determinant than that of the divisor. The gcd of two integer matrices can be computed by repeatedly applying the division theorem until the remainder matrix becomes zero. We then propose an algorithm for finding the gcd and another for determining Bezout’s coefficient matrices from a given pair of integer matrices. Finally, we provide the general solution to Bezout’s equation for nonsingular and commuting integer matrices. This article offers a theoretical derivation of a method for solving Bezout’s equation for integer matrices, generalizing the Euclidean algorithm for integers to integer matrices. Simulations demonstrate that these approaches significantly improve computational efficiency.
基于欧几里得的协素数整数矩阵求解方法
整数矩阵的互素对在多速率系统和多维信号处理等领域有着广泛的应用。本文讨论了当给定两个相同大小的整数矩阵时与协素数矩阵相关的问题。这些问题包括确定矩阵是否为互素数,计算它们的最大公约数(gcd),以及找到两个满足Bezout方程的未知整数矩阵。首先,我们给出了两个矩阵的除法定理,该定理保证了剩余矩阵要么是零矩阵,要么是绝对行列式小于除数的非奇异矩阵。两个整数矩阵的gcd可以通过反复应用除法定理计算,直到余数矩阵为零。然后,我们提出了一种寻找gcd的算法和另一种从给定的整数矩阵对确定Bezout系数矩阵的算法。最后给出了非奇异可交换整数矩阵Bezout方程的通解。本文从理论上推导了求解Bezout方程的一种方法,将求解整数的欧几里得算法推广到求解整数矩阵。仿真结果表明,这些方法显著提高了计算效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
4.40
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