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cs.NI2023
Capacity Analysis and Throughput Maximization of NOMA with Nonlinear Power Amplifier Distortion
Xiaojia Wang, Suzhi Bi, Xian Li +3
In future B5G/6G broadband communication systems, non-linear signal distortion caused by the impairment of transmit power amplifier (PA) can severely degrade the communication perf…
cs.IT2023
Differentially Private Over-the-Air Federated Learning Over MIMO Fading Channels
Hang Liu, Jia Yan, Ying-Jun Angela Zhang
Federated learning (FL) enables edge devices to collaboratively train machine learning models, with model communication replacing direct data uploading. While over-the-air model ag…