The Generalized Complex Kernel Affine Projection Algorithms
Sign Up to like & getrecommendations! Published in 2021 at "Circuits, Systems, and Signal Processing"
DOI: 10.1007/s00034-021-01804-8
Abstract: The complex kernel adaptive filter (CKAF) has been widely applied to the complex-valued nonlinear problem in signal processing and machine learning. However, most of the CKAF applications involve the complex kernel least mean square (CKLMS)… read more here.
Keywords: generalized complex; affine projection; complex kernel; gckap algorithms ... See more keywords
Complex Kernel Risk-Sensitive Loss: Application to Robust Adaptive Filtering in Complex Domain
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2875141
Abstract: Recently, the maximum complex correntropy criterion (MCCC) algorithm has shown its superiority for adaptive filter in complex domain. Compared with the traditional mean square error (MSE) criterion-based algorithms, MCCC uses complex correntropy as similarity measure,… read more here.
Keywords: complex domain; risk sensitive; kernel risk; complex kernel ... See more keywords