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cs.IT2025
Analog Over-the-Air Federated Learning with Interference-Based Energy Harvesting
Ahmad Massud Tota Khel, Aissa Ikhlef, Zhiguo Ding +1
We consider analog over-the-air federated learning, where devices harvest energy from in-band and out-band radio frequency signals, with the former also causing co-channel interfer…
cs.IT2025
A Robust Design for BackCom Assisted Hybrid NOMA
Muhammad Fainan Hanif, Le-Nam Tran, Zhiguo Ding +1
Hybrid non-orthogonal multiple access (H-NOMA) is inherently an enabler of massive machine type communications, a key use case for sixth-generation (6G) systems. Together with back…
cs.IT2024
A Simple Study on the Optimality of Hybrid NOMA
Zhiguo Ding
The key idea of hybrid non-orthogonal multiple access (NOMA) is to allow users to use the bandwidth resources to which they cannot have access in orthogonal multiple access (OMA) b…