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eess.SP2026
Transfer Learning-Enabled Distortion Compensation for Amplitude-Phase-Time Block Modulation-Based Nonlinear Single-Carrier Wireless Communications
Guoxing Duan, Min Fan, Cheng Yi +4
Power amplifier (PA) nonlinearity and memory effects significantly limit the spectral compliance, reliability, and energy efficiency of communication systems. To address this, we p…
eess.SP2026
A Framework for Learning and Reliability Certification in Neural Polar Decoding
Hongzhi Zhu, Wei Xu, Xiaohu You
This paper investigates a framework that connects network training, independently certified population risk and sequential reliability in neural polar decoding. Network outputs det…
eess.SP2025
Two-Stage Signal Reconstruction for Amplitude-Phase-Time Block Modulation-based Communications
Meidong Xia, Min Fan, Wei Xu +2
Operating power amplifiers (PAs) at lower input back-off (IBO) levels is an effective way to improve PA efficiency, but often introduces severe nonlinear distortion that degrades t…