AdaptiveVectorQuantizationfortheCodingof
NonstationarySources
JamesE.Fowler
SPANNLaboratoryTechnicalReportTR-95-05
TheOhioStateUniversity
April1995
GeneralExaminationCommittee:
StanleyC.AhaltLeeC.F¨usunOzg¨
¨Potter
unerStevenB.Bibyk
Abstract
Contents
1.Introduction
2.1PreliminaryDefinitions
2.3VectorQuantizerDesign
2.4OptimalVectorQuantizationofaStationaryRandomVectorProcess
3.AdaptiveVectorQuantization
3.1TheCodingofNonstationarySources
3.3TheAPrioriUniversalCodebook
3.5LearningandForgetting
4.PreviousResearch
4.2PreviouslyReportedAlgorithms
5.ProposedResearch
6.Summary
Appendices
B.RateofVectorQuantizationofaRandomProcess
C.TheCodebook-SelectionProcessforanInfiniteUniversalCodebook
References
