Optimum linear transformation for a quadratic form of signals

Hiroyasu Sakamoto

Research output: Contribution to journalArticle

Abstract

This paper proposes the optimum skew linear transformation of signals which gives the minimum mean error of a positive definite quadratic form of the signals. the relation of this problem with hybrid coding is emphasized. Based on conventional orthogonal KLT, the condition for the optimum transformation is given in a generalized eigenvalue problem. We show the geometrical meaning and a solving method of the condition, and discuss the existence and the uniqueness of its solution. Numerical performance comparisons show superiority of this transformation to others such as KLT and DCT. Because this transformation is a generalization of KLT to a general quadratic form, it is as significant as KLT is.

Original languageEnglish
Pages (from-to)105-117
Number of pages13
JournalElectronics and Communications in Japan (Part III: Fundamental Electronic Science)
Volume78
Issue number8
DOIs
Publication statusPublished - Jan 1 1995

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

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