Showing 2017Show all
2 papers · 1 filter
cs.LG2017
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…
cs.IT2017
A robust machine learning method for cell-load approximation in wireless networks
Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak
We propose a learning algorithm for cell-load approximation in wireless networks. The proposed algorithm is robust in the sense that it is designed to cope with the uncertainty ari…