Search: onr:"swepub:oai:DiVA.org:kth-316364" >
The Parallel Optoel...
The Parallel Optoelectronic Reservoir Computing Based Nonlinear Channel Equalization
-
Feng, Xingxing (author)
-
Zhang, Lu (author)
-
Yu, Xianbin (author)
-
show more...
-
- Pang, Xiaodan, Dr. (author)
- KTH,Fotonik
-
Gu, Xiazhen (author)
-
show less...
-
(creator_code:org_t)
- Institute of Electrical and Electronics Engineers (IEEE), 2021
- 2021
- English.
-
In: 2021 Optoelectronics Global Conference, OGC 2021. - : Institute of Electrical and Electronics Engineers (IEEE). ; , s. 230-234
- Related links:
-
https://urn.kb.se/re...
-
show more...
-
https://doi.org/10.1...
-
show less...
Abstract
Subject headings
Close
- The optoelectronic reservoir computing (RC) is considered as a promising optical signal processing technique for nonlinear channel equalization. In this paper, a parallel optoelectronic RC scheme with a dual-polarization Mach- Zehnder modulator (DPol-MZM) is proposed and demonstrated numerically. The nonlinear channel equalization performance is greatly enhanced compared with the traditional optoelectronic RC scheme and Volterra-based DSP scheme, since the nonlinear dynamics of RC are enriched from the dual-polarization methodology. Besides, the system efficiency is improved with a single DPol-MZM.
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Signalbehandling (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Signal Processing (hsv//eng)
- NATURVETENSKAP -- Fysik -- Atom- och molekylfysik och optik (hsv//swe)
- NATURAL SCIENCES -- Physical Sciences -- Atom and Molecular Physics and Optics (hsv//eng)
Keyword
- Nonlinear channel equalization
- optical transmission
- optoelectronic
- reservoir computing
- Equalizers
- Light modulators
- Nonlinear optics
- Polarization
- Computing scheme
- Dual-polarizations
- Mach Zehnder modulator
- Nonlinear channels equalization
- Optical signal-processing
- Signal processing technique
- System efficiency
- Volterra
- Light transmission
Publication and Content Type
- ref (subject category)
- kon (subject category)
To the university's database