Experimental Investigation of Optoelectronic Receiver With Reservoir Computing in Short Reach Optical Fiber Communications
نویسندگان
چکیده
The cloud edge data center will enable reliable and low latency options for the network, interconnection among these data-centers demand a scalable low-complexity scheme. An intensity-modulated directed detected transmission system is an attractive solution, but chromatic dispersion main limitation higher symbol rate systems. To overcome this challenge, we have proposed experimentally demonstrated receiver with shared-complexity between optical digital domains that enables 80 km reach below KP4 FEC limit 32 GBd on-off keying signal. stage consists of filters slices signal into smaller sub-bands each by photodetector. A feedforward neural network reservoir computing are compared to reconstruct full from mitigate dispersion. Both equalizers shown similar performance advantage requiring fewer inputs easier training process. In work, linear nonlinear activation functions in investigate gain using equalizer. maximum reduced almost half, ?45 km, when linear. also if number used receiver, as demonstrated. case, 2 reduce complexity system, instead total 4, ?55 limit. work provided numerical comparison 4x8 subcarriers system. results 40 increase optoelectronic trade-off should be analyzed different hardware required situation.
منابع مشابه
Optoelectronic Reservoir Computing
Reservoir computing is a recently introduced, highly efficient bio-inspired approach for processing time dependent data. The basic scheme of reservoir computing consists of a non linear recurrent dynamical system coupled to a single input layer and a single output layer. Within these constraints many implementations are possible. Here we report an optoelectronic implementation of reservoir comp...
متن کاملImprovement of Optical Properties in Hexagonal Index-guiding Photonic Crystal Fiber for Optical Communications
Waveguides with low confinement loss, low chromatic dispersion, and low nonlinear effects are used in optical communication systems. Optical fibers can also be employed in such systems. Besides optical fibers, photonic crystal fibers are also highly suitable transmission media for optical communication systems. In this paper, we introduce two new designs of index-guiding photonic crystal fiber ...
متن کاملAll-optical Reservoir Computing
Reservoir Computing is a novel computing paradigm that uses a nonlinear recurrent dynamical system to carry out information processing. Recent electronic and optoelectronic Reservoir Computers based on an architecture with a single nonlinear node and a delay loop have shown performance on standardized tasks comparable to state-of-the-art digital implementations. Here we report an all-optical im...
متن کاملParallel Optoelectronic Computing System 2.parallel Optoelectronic Computing System with Reconngurable Optical Interconnection
It is expected that high performance parallel computing systems can be realized by using ne grain electronic PE arrays and two-dimensional optical devices such as surface emitting laser diode arrays and photo detector arrays. Although processing architectures for utilizing such devices are intrinsically based on massively parallel processing with parallel optical input and output, the interconn...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Lightwave Technology
سال: 2021
ISSN: ['0733-8724', '1558-2213']
DOI: https://doi.org/10.1109/jlt.2021.3049473