Separate/joint optimization of error feedback and realization for roundoff noise minimization in a class of 2-D state-space digital filters

Authors:
Takao Hinamoto;Toru Oumi;Wu-Sheng Lu
Affiliations:
Graduate School of Engineering, Hiroshima University, Higashi-Hiroshima, Japan 739-8527;Graduate School of Engineering, Hiroshima University, Higashi-Hiroshima, Japan 739-8527;Department of Electrical and Computer Engineering, University of Victoria, Victoria, Canada V8W 3P6
Venue:
Multidimensional Systems and Signal Processing
Year:
2007

Citing 3
Cited 0

Practical methods of optimization; (2nd ed.)

Practical methods of optimization; (2nd ed.)
Roundoff Noise Minimization for 2-D State-Space Digital Filters Using Joint Optimization of Error Feedback and Realization

IEEE Transactions on Signal Processing
Separate/joint optimization of error feedback and coordinate transformation for roundoff noise minimization in two-dimensional state-space digital filters

IEEE Transactions on Signal Processing

Quantified Score

Hi-index	0.00

Visualization

Abstract

Techniques for the separate/joint optimization of error-feedback and realization are developed to minimize the roundoff noise subject to l 2-norm dynamic-range scaling constraints for a class of 2-D state-space digital filters. In the joint optimization, the problem at hand is converted into an unconstrained optimization problem by using linear-algebraic techniques. The unconstrained problem obtained is then solved by applying an efficient quasi-Newton algorithm. A numerical example is presented to illustrate the utility of the proposed techniques.