Search: id:"swepub:oai:research.chalmers.se:13a4fff3-7b8d-4446-8343-8c2938bd31f6" >
Over-the-fiber Digi...
Over-the-fiber Digital Predistortion Using Reinforcement Learning
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- Song, Jinxiang, 1995 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- He, Zonglong, 1994 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Häger, Christian, 1986 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Karlsson, Magnus, 1967 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Graell I Amat, Alexandre, 1976 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Wymeersch, Henk, 1976 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Schröder, Jochen, 1976 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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(creator_code:org_t)
- ISBN 9781665438681
- 2021
- 2021
- English.
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In: 2021 European Conference on Optical Communication, ECOC 2021. - 9781665438681
- Related links:
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https://research.cha... (primary) (free)
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https://doi.org/10.1...
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Abstract
Subject headings
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- We demonstrate, for the first time, experimental over-the-fiber training of transmitter neural networks (NNs) using reinforcement learning. Optical back-to-back training of a novel NN-based digital predistorter outperforms arcsine-based predistortion with up to 60% bit-error-rate reduction.
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Telekommunikation (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Telecommunications (hsv//eng)
- NATURVETENSKAP -- Fysik -- Annan fysik (hsv//swe)
- NATURAL SCIENCES -- Physical Sciences -- Other Physics Topics (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Bioinformatik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Bioinformatics (hsv//eng)
Publication and Content Type
- kon (subject category)
- ref (subject category)
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- By the author/editor
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Song, Jinxiang, ...
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He, Zonglong, 19 ...
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Häger, Christian ...
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Karlsson, Magnus ...
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Graell I Amat, A ...
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Wymeersch, Henk, ...
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show more...
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Schröder, Jochen ...
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show less...
- About the subject
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- ENGINEERING AND TECHNOLOGY
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ENGINEERING AND ...
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and Electrical Engin ...
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and Telecommunicatio ...
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Physical Science ...
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and Other Physics To ...
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Computer and Inf ...
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and Bioinformatics
- Articles in the publication
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2021 European Co ...
- By the university
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Chalmers University of Technology