Low Complexity Least Squares Filter Design for the Correction of Linear Time-varying Systems

TitleLow Complexity Least Squares Filter Design for the Correction of Linear Time-varying Systems
Publication TypeConference Paper
Year of Publication2011
AuthorsSoudan, M., & Vogel C.
Conference Name2011 20th European Conference on Circuit Theory and Design (ECCTD)
Pages665 - 668
Abstract

In this paper, a low complexity algorithm for the design of a time-varying correction filter of finite impulse response (FIR) type is presented. Using the obtained filter design to correct a preceding time-varying system, a correction performance in the least squares sense can be ensured. The adaptation of the filter design requires a moderate computational complexity and is suitable for real-time applications. Thus, a correction of non-periodically time-varying systems can be achieved where design methods, which rely on computationally intensive operations, e.g. numerical integration, can not be applied. At the same time, it offers greater flexibility than iterative solution which can correct weakly time-varying systems by gradually reducing the error over multiple stages.

Citation Keyorlsecctd