FPGA Implementation of Complex Value-based Clustering Filter for Chromatic Dispersion Compensation in Coherent Metro Links with Ultra-low Power Consumption
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866909320896053248 |
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| author | Gomes, Geraldo Freire, Pedro Prilepsky, Jaroslaw E. Turitsyn, Sergei K. |
| author_facet | Gomes, Geraldo Freire, Pedro Prilepsky, Jaroslaw E. Turitsyn, Sergei K. |
| contents | This paper introduces a new machine learning-assisted chromatic dispersion compensation filter, demonstrating its superior power efficiency compared to conventional FFT-based filters for metro link distances. Validations on FPGA confirmed an energy efficiency gain of up to 63.5\% compared to the standard frequency-domain chromatic dispersion equalizer. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2409_13381 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | FPGA Implementation of Complex Value-based Clustering Filter for Chromatic Dispersion Compensation in Coherent Metro Links with Ultra-low Power Consumption Gomes, Geraldo Freire, Pedro Prilepsky, Jaroslaw E. Turitsyn, Sergei K. Signal Processing This paper introduces a new machine learning-assisted chromatic dispersion compensation filter, demonstrating its superior power efficiency compared to conventional FFT-based filters for metro link distances. Validations on FPGA confirmed an energy efficiency gain of up to 63.5\% compared to the standard frequency-domain chromatic dispersion equalizer. |
| title | FPGA Implementation of Complex Value-based Clustering Filter for Chromatic Dispersion Compensation in Coherent Metro Links with Ultra-low Power Consumption |
| topic | Signal Processing |
| url | https://arxiv.org/abs/2409.13381 |