Extended Karhunen-Loeve Transform

被引：0
|
作者：
Soto-Quiros, Pablo [1 ,2 ]
Torokhti, Anatoli [1 ]
机构：
[1] Univ South Australia, Sch Informat Technol & Math Sci, Adelaide, SA 5095, Australia
[2] Inst Tecnol Costa Rica, Escuela Matemat, Cartago 30101, Costa Rica
来源：
2017 40TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP) | 2017年
关键词：
Karhunen-Loeve transform; data compression;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
We develop an extension of the Karhunen-Loeve 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.
引用
收藏
页码：484 / 487
页数：4
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