68 citations · 206 across the 14 of their papers we have counts for
3 papers · 1 filter
Detection for 5G-NOMA: An Online Adaptive Machine Learning Approach
Daniyal Amir Awan, Renato L. G. Cavalcante, Masahiro Yukawa +1
Non-orthogonal multiple access (NOMA) has emerged as a promising radio access technique for enabling the performance enhancements promised by the fifth-generation (5G) networks in…
A stochastic behavior analysis of stochastic restricted-gradient descent algorithm in reproducing kernel Hilbert spaces
Masa-aki Takizawa, Masahiro Yukawa, Cedric Richard
This paper presents a stochastic behavior analysis of a kernel-based stochastic restricted-gradient descent method. The restricted gradient gives a steepest ascent direction within…
Adaptive Learning in Cartesian Product of Reproducing Kernel Hilbert Spaces
Masahiro Yukawa
We propose a novel adaptive learning algorithm based on iterative orthogonal projections in the Cartesian product of multiple reproducing kernel Hilbert spaces (RKHSs). The task is…