DocumentCode :
2808913
Title :
Inversion of nonlinear and time-varying systems
Author :
Baran, Thomas A. ; Oppenhiem, Alan V.
Author_Institution :
Digital Signal Process. Group, Massachusetts Inst. of Technol., Cambridge, MA, USA
fYear :
2011
fDate :
4-7 Jan. 2011
Firstpage :
283
Lastpage :
288
Abstract :
This paper is concerned with the inversion of implementations for systems that may generally be nonlinear and time-varying. Specifically, techniques are presented for modifying an implementation of a forward system, represented as an interconnection of subsystems, in such a way that an implementation for the inverse system is obtained. We focus on a class of modifications that leave subsystems in the inverse system unchanged with respect to those in the forward implementation. The techniques are therefore well-suited to the design of matched pre-emphasis and de-emphasis filters, as approximations due to coefficient quantization in the forward system are naturally matched in the inverse. In performing the inversion, an explicit input-output characterization of the system is not required, although the forward system must be known to be invertible. The techniques are applied to the inversion of nonlinear and time-varying systems, as well as to the problem of sparse matrix inversion.
Keywords :
filtering theory; matrix inversion; nonlinear filters; nonlinear systems; sparse matrices; time-varying systems; coefficient quantization; deemphasis filter; input output characterization; inverse system; nonlinear system; preemphasis filter; sparse matrix inversion; subsystem interconnection; time varying system; Approximation methods; Equations; Finite impulse response filter; Nickel; Sparse matrices; Time varying systems; Vectors; Inverse systems; nonlinear filters; nonlinear systems; signal flow graphs;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Digital Signal Processing Workshop and IEEE Signal Processing Education Workshop (DSP/SPE), 2011 IEEE
Conference_Location :
Sedona, AZ
Print_ISBN :
978-1-61284-226-4
Type :
conf
DOI :
10.1109/DSP-SPE.2011.5739226
Filename :
5739226
Link To Document :
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