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Amplitude Factorization Polynomial Pre-distortion for Nonlinear LED

Authors :
CHENG Yuanbo
ZHA Haipeng
BAO Xian
ZHANG Kun
LU Wenqiang
Source :
Guangtongxin yanjiu, Pp 22008101-22008107 (2024)
Publication Year :
2024
Publisher :
《光通信研究》编辑部, 2024.

Abstract

【Objective】Light Emitting Diode (LED) is an important nonlinear optical signal generating device in Visible Light Communication (VLC) systems. The static nonlinearity of LED and the dynamic nonlinear memory effect caused by frequency response can lead to signal distortion and degrade the system performance.【Methods】The nonlinearity of LED can usually be compensated by estimating a pre-distortion model, and the wireless VLC is usually intensity modulated/directly detected.【Results】Therefore, the LED nonlinearity modeling is investigated, and an adaptive pre-distortion device based on Amplitude Factorization Polynomial (AFP) is proposed to compensate LED nonlinearity in this paper. Simulation results show that the proposed scheme exhibits good Bit Error Rate (BER), Amplitude Modulation/Amplitude Modulation (AM/AM) correction and constellation diagram performance with higher modeling accuracy.【Conclusion】The normalized mean square error performance improvement of more than 15 dB compared with the traditional memory polynomial is achieved.

Details

Language :
Chinese
ISSN :
10058788
Database :
Directory of Open Access Journals
Journal :
Guangtongxin yanjiu
Publication Type :
Academic Journal
Accession number :
edsdoj.b96840c94bd46f09e9ee4bb18661f69
Document Type :
article
Full Text :
https://doi.org/10.13756/j.gtxyj.2024.220081