Sparsity-aware estimation of nonlinear Volterra kernels

Keyphrases

• Sparsity-aware 100%
• Volterra Kernels 100%
• Input-output Data 66%
• Least Absolute Shrinkage and Selection Operator (LASSO) 66%
• Sparse Volterra 66%
• Nonlinear Systems 33%
• Sparsity 33%
• System Identification 33%
• Degrees of Freedom 33%
• Least Squares Approach 33%
• Recursive Algorithm 33%
• Agnostic 33%
• Underdetermined Case 33%
• Curse of Dimensionality 33%
• Volterra Model 33%
• Recursive Least Squares 33%
• Minimal Degree 33%
• Batch Algorithm 33%
• Volterra Series Expansion 33%

Engineering

• Output Data 100%
• Recursive 100%
• Least Absolute Shrinkage and Selection Operator 100%
• Sparsity 100%
• Degree of Freedom 50%
• Dimensionality 50%
• Paramount Importance 50%
• Recursive Algorithm 50%
• Volterra Model 50%
• Least Square 50%
• Nonlinear System 50%

Mathematics

• Lasso Regression 100%
• Least Square 50%
• Nonlinear System 50%
• Curse of Dimensionality 50%
• Series Expansion 50%
• Degree of Freedom 50%
• Recursive Algorithm 50%