Ensemble learning aided large communication model for multi-scenario nonlinear distortion

Ensemble learning aided large communication model for multi-scenario nonlinear distortion

In this paper, we propose the Large Communication Model (LCM), a deep neural network receiver designed specifically for orthogonal frequency-division multiplexing (OFDM) systems. Inspired by the Mixture of Experts (MoE) model, LCM incorporates ensemble learning within the Comm-Trans Net framework to...

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Bibliographic Details
Main Authors: Xie, Yihang, Liu, Xiaobei, Su, Zhengyang, Teh, Kah Chan, Guan, Yong Liang, Yang, Chaosan
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2025
Subjects:
Engineering
Nonlinear distortion
Orthogonal frequency-division multiplexing
Ensemble learning
Large communication model
Online Access:https://hdl.handle.net/10356/182828

Internet

https://hdl.handle.net/10356/182828

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