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多维MIMO数字系统的可达性可观测性和噪声格拉姆矩阵
Reachability, Observability and Noise Gramians of Multidimensional MIMO Digital Systems
【摘要】 本文将二维系统的可达性格拉姆矩阵K,可观测性格拉姆矩阵W和噪声格拉姆矩阵WN推广到多维数字系统,导出了W与WN的显式关系式.文中证明,K和WN满足一对修正的李亚普诺夫矩阵方程,对于分母可分的系统,K和WN为分块对角阵,且可以通过求解李亚普诺夫矩阵方程组而得.
【Abstract】 In this paper, the reachability Gramian K, observability Gramian W and noise Gramian WN of2-D systems are extended to multidimensional (n-D) multi-input multi-output (MIMO) digital systems. An exPlicit relationship betWeen W and WN is derived. It is shown that: (1) for general n-D systems, the Gramians Kand WN satisfy a pair of modified discrete-time Lyapunov matrix equations (DTLME); (2) for the causal recursive separable denominator (CRSD) n-D systems,both K and WN are block-diagonal matrices, and they can becomputed by solving n pairs of DTLME.
【关键词】 多维数字系统;
多输入多输出系统;
李亚普诺夫矩阵方程;
格拉姆矩阵;
【Key words】 Multidimensional digital systems; Multi-input multi-output systems; Lyapunov matrix equation; Gramians;
【Key words】 Multidimensional digital systems; Multi-input multi-output systems; Lyapunov matrix equation; Gramians;
【基金】 国家自然科学基金
- 【文献出处】 电子学报 ,Acta Electronica Sinica , 编辑部邮箱 ,1997年12期
- 【分类号】TN911.4
- 【下载频次】133