A Hybrid Network Integrating MHSA and 1D CNN–Bi-LSTM for Interference Mitigation in Faster-than-Nyquist MIMO Optical Wireless Communications

To mitigate inter-symbol interference (ISI) caused by Faster-than-Nyquist (FTN) technology in a multiple input multiple output (MIMO) optical wireless communication (OWC) system, we propose an ISI cancellation algorithm that combines multi-head self-attention (MHSA), a one-dimensional convolutional...

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Библиографические подробности

Главные авторы:	Minghua Cao, Qing Yang, Genxue Zhou, Yue Zhang, Xia Zhang, Huiqin Wang
Формат:	Artigo
Язык:	Inglês
Опубликовано:	MDPI AG 2024-10-01
Серии:	Photonics
Предметы:	Faster-than-Nyquist Bi-LSTM deep learning interference cancellation optical wireless communication
Online-ссылка:	https://www.mdpi.com/2304-6732/11/10/982
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