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SIAM Journal on Control and Optimization, Vol.44, No.3, 1148-1163, 2005
Characteristic frequencies, polynomial-exponential trajectories, and linear exact modeling with multidimensional behaviors
The characteristic frequencies of a linear, shift-invariant multidimensional behavior correspond to its nonzero exponential trajectories. The set of polynomial-exponential trajectories belonging to a fixed characteristic frequency of a behavior is investigated: A test is derived for determining whether this space is finite-dimensional, and if so, a basis is constructed. If it is infinite-dimensional, one considers only the polynomial-exponential trajectories up to a certain degree of the polynomial part, and a characterization is given of the asymptotic growth of the dimensions of these spaces as the degree bound tends to infinity. A dual problem is concerned with linear exact modeling, that is, the construction of the so-called most powerful unfalsified model (MPUM): Given a finite set of polynomial-exponential trajectories, the goal is to construct a behavior that contains the data and as little else as possible.
Keywords:multidimensional systems;linear PDE with constant coefficients;behavioral approach;polynomial ideals and modules