Support vector machines for robust channel estimation in OFDM
MJFG Garcia, JL Rojo-Álvarez… - IEEE Signal …, 2006 - ieeexplore.ieee.org
A new support vector machine (SVM) algorithm for coherent robust demodulation in
orthogonal frequency-division multiplexing (OFDM) systems is proposed. We present a …
orthogonal frequency-division multiplexing (OFDM) systems is proposed. We present a …
Performance analysis for relay networks with hierarchical support vector machines
BY Liu, VS Feng, SY Chang - International Journal of …, 2013 - Wiley Online Library
In this paper, we consider a cooperative relay scheme for a mobile network with MIMO
technology. The channel capacity for two well‐known relaying schemes are investigated …
technology. The channel capacity for two well‐known relaying schemes are investigated …
Reduced complexity RBF classifiers with support vector centres and dynamic decay adjustment
R Perfetti, E Ricci - Neurocomputing, 2006 - Elsevier
A fast and simple method is proposed to build low complexity radial basis function (RBF)
classifiers. It is based on the approximation of the decision rule of a support vector machine …
classifiers. It is based on the approximation of the decision rule of a support vector machine …
Support vector machines for DS-UWB channel equalisation
We propose a novel equalization scheme for the direct sequence (DS) based ultra
wideband (UWB) indoor system, utilizing support vector machine (SVMs). SVMs are effective …
wideband (UWB) indoor system, utilizing support vector machine (SVMs). SVMs are effective …
Intelligent system for channel prediction in the MIMO-OFDM wireless communications using a multidimensional recurrent LS-SVM
J Martyna - Hybrid Artificial Intelligent Systems: 8th International …, 2013 - Springer
In order to resolve channel prediction in the multiple-input multiple-output orthogonal
frequency division multiple (MIMO-OFDM) system used in wireless communication, a novel …
frequency division multiple (MIMO-OFDM) system used in wireless communication, a novel …
Nonlinear channel estimation for OFDM system by complex LS-SVM under high mobility conditions
A Charrada, A Samet - arXiv preprint arXiv:1109.0895, 2011 - arxiv.org
A nonlinear channel estimator using complex Least Square Support Vector Machines (LS-
SVM) is proposed for pilot-aided OFDM system and applied to Long Term Evolution (LTE) …
SVM) is proposed for pilot-aided OFDM system and applied to Long Term Evolution (LTE) …
Blind multiuser detection based on kernel approximation
T Yang, B Hu - International Symposium on Neural Networks, 2006 - Springer
A kernel based multiuser detection (MUD) scheme in code-division multiple-access (CDMA)
system is proposed. In this scheme, the support vector (SV) under support vector (SVM) …
system is proposed. In this scheme, the support vector (SV) under support vector (SVM) …
Applications of kernel methods
G Camps-Valls, M Martínez-Ramón… - Encyclopedia of Data …, 2009 - igi-global.com
In this chapter, we give a survey of applications of the kernel methods introduced in the
previous chapter. We focus on different application domains that are particularly active in …
previous chapter. We focus on different application domains that are particularly active in …
The Least Squares SVM Approach for a Non-linear Channel Prediction in the MIMO System
J Martyna - Computer Networks: 18th Conference, CN 2011 …, 2011 - Springer
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 …
frequency in a non-selective channel prediction. We develop a new method for the channel …
SVM-based CDMA receiver with incremental active learning
Recently, the feasibility of using support vector machines (SVMs) for multiuser detection in
code division multiple access (CDMA) systems has been investigated. Previous results …
code division multiple access (CDMA) systems has been investigated. Previous results …