The Least Squares SVM Approach for a Non-linear Channel Prediction in the MIMO System.
Jerzy MartynaPublished in: CN (2011)
Keyphrases
- least squares
- ls svm
- least squares support vector machine
- fading channels
- support vector
- support vector machine svm
- multiple input
- mimo systems
- wireless channels
- prediction accuracy
- prediction model
- ofdm system
- channel estimation
- support vector machine
- multiple input multiple output
- predictive model
- semi parametric
- high dimension
- mimo ofdm
- robust estimation
- ensemble classifier
- feature vectors
- estimation algorithm
- multi channel
- kernel methods
- svm classifier
- physical layer
- kernel function
- knn
- transmission scheme
- training data
- wireless communication systems
- channel conditions
- machine learning