2 citations · 3 across the 6 of their papers we have counts for
6 papers
Real-Time Machine Learning Based Fiber-Induced Nonlinearity Compensation in Energy-Efficient Coherent Optical Networks
Elias Giacoumidis, Yi Lin, Michaela Blott +1
We experimentally demonstrate the first field-programmable gate-array-based real-time fiber nonlinearity compensator (NLC) using sparse K-means++ machine learning clustering in an…
DBSCAN for nonlinear equalization in high-capacity multi-carrier optical communications
Elias Giacoumidis, Yi Lin, Liam P. Barry
Coherent optical multi-carrier communications have recently dominated metro-regional and long-haul optical communications. However, the major obstacle of networks involving coheren…
Fiber-induced nonlinearity compensation in coherent optical systems by affinity propagation soft-clustering
Elias Giacoumidis, Jinlong Wei, Ivan Aldaya +3
There is a tremendous need to maximize signal capacity without sacrificing energy consumption and complexity in optical fiber communications due to the rise of network traffic dema…
A Survey on High-Capacity OFDM-based Passive Optical Networks
Mohammad Ghanbarisabagh, Gobi Vetharatnam, Elias Giacoumidis +2
The exponential growth of demand for high-speed internet and high bandwidth applications such as interactive entertainment in access networks mandates the requirement for higher op…
Exceeding the Nonlinear Shannon-Limit in Coherent Optical Communications by MIMO Machine Learning
Elias Giacoumidis, Jinlong Wei, Ivan Aldaya +1
The nonlinear Shannon capacity limit has been identified as the fundamental barrier to the maximum rate of transmitted information in optical communications. In long-haul high-band…
Chip-based Brillouin processing for carrier recovery in coherent optical communications
Elias Giacoumidis, Amol Choudhary, Eric Magi +8
Modern fiber-optic coherent communications employ advanced spectrally-efficient modulation formats that require sophisticated narrow linewidth local oscillators (LOs) and complex d…