Structured noncommutative multidimensional linear systems

被引:58
作者
Ball, JA [1 ]
Groenewald, G
Malakorn, T
机构
[1] Virginia Tech, Dept Math, Blacksburg, VA 24061 USA
[2] North West Univ, Dept Math, ZA-2520 Potchefstroom, South Africa
[3] Naresuan Univ, Dept Elect & Comp Engn, Phitsanulok 65000, Thailand
关键词
multidimensional linear systems; free semigroup; controllability; observability; minimality; realization; formal power series; noncommuting indeterminates;
D O I
10.1137/S0363012904443750
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We introduce a class of multidimensional linear systems with evolution along a free semigroup. The transfer function for such a system is a formal power series in noncommuting indeterminates. Standard system-theoretic properties ( the operations of cascade/parallel connection and inversion, controllability, observability, Kalman decomposition, state-space similarity theorem, minimal state-space realizations, Hankel operators, realization theory) are developed for this class of systems. We also draw out the connections with the much earlier studied theory of rational and recognizable formal power series. Applications include linear-fractional models for classical discrete-time systems with structured, time-varying uncertainty, dimensionless formulas in robust control, multiscale systems and automata theory, and the theory of formal languages.
引用
收藏
页码:1474 / 1528
页数:55
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