An Efficient DSP-FPGA-Based Real-Time Implementation Method of SVM Algorithms for an Indirect Matrix Converter.
Mahmoud HamoudaHandy Fortin-BlanchetteKamal Al-HaddadFarhat FnaiechPublished in: IEEE Trans. Ind. Electron. (2011)
Keyphrases
- computationally efficient
- real time
- computational cost
- theoretical analysis
- significant improvement
- support vector machine svm
- classification algorithm
- dedicated hardware
- computational complexity
- support vector machine
- hybrid method
- highly efficient
- classification method
- pairwise
- convergence rate
- support vectors
- decision function
- linear algebra
- transfer function
- hardware architectures
- clustering method
- feature set
- high speed
- multi class
- feature space
- support vector
- similarity measure
- image processing
- learning algorithm
- neural network