화학공학소재연구정보센터
IEEE Transactions on Automatic Control, Vol.51, No.8, 1261-1270, 2006
Towards a multiresolution approach to linear control
We develop a multiresolution approximation framework for linear control. We construct a multiresolution analysis of the set of input functions of a linear system. The approximation of an input u at a scale j is defined as the input u(j) of minimal energy such that the trajectories of the system associated with u and uj coincide on a grid of step length 2(-j). We propose a set of wavelet functions which generate this multiresolution analysis. These functions, called control theoretic wavelets, satisfy useful properties for the representation of control inputs of a linear system. As an example of application of our multiresolution approximation framework, we propose a method for efficient encoding of control inputs with regard to several criteria.