The Least Squares SVM Approach for a Non-linear Channel Prediction in the MIMO System

被引：0

作者：

Martyna, Jerzy ^{[1
]}

机构：

[1] Jagiellonian Univ, Inst Comp Sci, PL-30348 Krakow, Poland

来源：

COMPUTER NETWORKS | 2011年 / 160卷

关键词：

Multiple-Input Multiple-Output systems; Least Squares Support Vector Machine; channel prediction; SUPPORT VECTOR MACHINES; MULTIPLE;

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper we investigate the problem of a Multiple-Input Multiple-Output (MIMO) frequency in a non-selective channel prediction. We develop a new method for the channel prediction which is based on the Least Squares Support Vector Machine (SVM). We develop a new method for the channel which allows us to predict a signal. The proposed method is evaluated through simulation in a MIMO system under a channel prediction.

引用

页码：27 / 36

页数：10

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