SVM-Multiregression
所属分类:人工智能/神经网络/深度学习
开发工具:PDF
文件大小:118KB
下载次数:38
上传日期:2011-11-23 17:11:05
上 传 者:
ziuguang
说明: SVM Multiregression for Non Linear
Channel Estimation in Multiple-Input
Multiple-Output Systems
在多输入多输出系统中的SVM多元回归非线性逼近
(This paper addresses the problem of Multiple-Input Multiple-Output (MIMO) frequency non-selective
channel estimation. We develop a new method for multiple variable regression estimation based on Sup-
port Vector Machines, a state-of-the-art technique within the machine learning community for regression
estimation. We show how this new method, that we call M-SVR, can be effi ciently solved. The pro-
posed regression method is evaluated in a MIMO system under a channel estimation scenario, showing
its benefi ts in comparison to previous proposals when non linearities are present in either the transmitter
or the receiver sides of the MIMO system.)
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SVM Multiregression for Non Linear.pdf (285976, 2011-11-22)
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