发表状态 | 即将出版Forthcoming |
题名 | Low-Complexity Chromatic Dispersion Compensation Using High-Radix Fermat Number Transform |
作者 | |
发表日期 | 2024 |
发表期刊 | Journal of Lightwave Technology
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ISSN/eISSN | 0733-8724 |
摘要 | The emergence of advanced technologies has spurred the development of high-capacity, long-distance, and high-speed coherent optical communication systems. However, Chromatic Dispersion (CD) is the major challenge of coherent optical communication leading to high power consumption at the receiver which impedes the adoption of the technology. The existing systems adopt a high-complexity FFT-based CD equalization consuming around 20% power in the receiver. In this paper, we propose DFNT-TrDE, an efficient Transform Domain Equalization (TrDE) method that reduces the computational complexity of the CD compensation by leveraging the Fermat Number Transform (FNT, where Fermat number $F_{n} = 2^{b}+1=2^{2^{n}}+1$) with diminished-1 representation. We adopt various techniques in the system design. Specifically, we propose High-Radix (HR) FNT to further reduce the complexity for large transform lengths. Moreover, we compare the complexity of 1D circular convolution between 1D-R2, 1D-HR, 2D-R2 and 2D-HR FNT at the granularity of adder level. We furthermore provide recommendations for radix and dimension settings tailored to different transform lengths. The results of our implementation show that the DFNT-TrDE (with $b=8$) achieves 62% complexity savings compared to 12-bit split-radix FFT-FDE at a similar Bit Error Rate (BER). The DFNT-TrDE (with $b=16$) also achieves 51% complexity savings compared to 16-bit split-radix FFT-FDE at a better BER. |
关键词 | chromatic dispersion compensation Fermat number transform high radix digital filtering |
DOI | 10.1109/JLT.2024.3393009 |
URL | 查看来源 |
语种 | 英语English |
Scopus入藏号 | 2-s2.0-85191322073 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://repository.uic.edu.cn/handle/39GCC9TT/11671 |
专题 | 理工科技学院 |
通讯作者 | Chen, Donglong |
作者单位 | 1.Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR, China 2.Guangdong Provincial Key Laboratory of Interdisciplinary Research and Application for Data Science, BNU-HKBU United International College, Zhuhai, China |
通讯作者单位 | 北师香港浸会大学 |
推荐引用方式 GB/T 7714 | Xing, Yile,Luk, Ryan W.L.,Sanka, Abdurrashid Ibrahimet al. Low-Complexity Chromatic Dispersion Compensation Using High-Radix Fermat Number Transform[J]. Journal of Lightwave Technology, 2024. |
APA | Xing, Yile., Luk, Ryan W.L., Sanka, Abdurrashid Ibrahim., Ye, Zewen., Chen, Donglong., .. & Cheung, Ray C.C. (2024). Low-Complexity Chromatic Dispersion Compensation Using High-Radix Fermat Number Transform. Journal of Lightwave Technology. |
MLA | Xing, Yile,et al."Low-Complexity Chromatic Dispersion Compensation Using High-Radix Fermat Number Transform". Journal of Lightwave Technology (2024). |
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