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Extended karhunen-loève transform

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

We develop an extension of the Karhunen-Loève transform (KLT) that provides better associated accuracy than that of the original KLT and its known generalizations. It is achieved via a special structure of the proposed transform which contains more parameters to optimize than those in the known transforms. Its specific feature is an auxiliary signal w used to improve the transform performance. In particular, the associated transform accuracy improves if the dimension of w increases.

Original languageEnglish
Title of host publication2017 40th International Conference on Telecommunications and Signal Processing, TSP 2017
EditorsNorbert Herencsar
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages484-487
Number of pages4
ISBN (Electronic)9781509039821
DOIs
StatePublished - 19 Oct 2017
Event40th International Conference on Telecommunications and Signal Processing, TSP 2017 - Barcelona, Spain
Duration: 5 Jul 20177 Jul 2017

Publication series

Name2017 40th International Conference on Telecommunications and Signal Processing, TSP 2017
Volume2017-January

Conference

Conference40th International Conference on Telecommunications and Signal Processing, TSP 2017
Country/TerritorySpain
CityBarcelona
Period5/07/177/07/17

Keywords

  • Karhunen-Loève transform data compression

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