2 citations · 3 across the 3 of their papers we have counts for
4 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…