AI based power allocation for NOMA

• Main Authors: Manglayev, Talgat, Kizilirmak, Refik Caglar, Kho, Yau Hee, Abdul Hamid, Nor Asilah Wati, Tian, Yue
• Format: Article
• Published: Springer 2022
• Online Access: http://psasir.upm.edu.my/id/eprint/100156/; https://link.springer.com/article/10.1007/s11277-022-09511-6

Novel methods using artificial intelligence for downlink power allocation problem in non-orthogonal multiple access networks are presented. The proposed machine learning and deep learning based methods achieved performance close to the optimum in terms of sum capacity with significantly lower comput...