Dual quaternion singular value decomposition based on bidiagonalization to a dual number matrix using dual quaternion householder transformations

被引:8
|
作者
Ding, Wenxv [1 ]
Li, Ying [2 ]
Wang, Tao [2 ]
Wei, Musheng [3 ]
机构
[1] Shantou Univ, Dept Math, Shantou 515821, Guangdong, Peoples R China
[2] Liaocheng Univ, Coll Math Sci, Liaocheng 252000, Shandong, Peoples R China
[3] Shanghai Normal Univ, Coll Math Sci, Shanghai 200234, Peoples R China
基金
中国国家自然科学基金;
关键词
Dual quaternion; Singular value decomposition; Dual quaternion householder transformation; Bidiagonalization;
D O I
10.1016/j.aml.2024.109021
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We propose a practical method for computing the singular value decomposition of dual quaternion matrices. The dual quaternion Householder matrix is first proposed, and by combining the properties of dual quaternions, we can implement the transformation of a dual quaternion matrix to a bidiagonalized dual number matrix. We have proven that the singular values of a dual quaternion matrix are same to the singular values of its bidiagonalized dual number matrix. Numerical experiment demonstrates the effectiveness of our proposed method for computing the singular value decomposition of dual quaternion matrices.
引用
收藏
页数:5
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