activity
20172022
most citedRevisiting Efficient Multi-Step Nonlinearity Compensation with Machine Learning: An Experimental Demonstration

48 citations · 65 across the 8 of their papers we have counts for

collaborators

22 papers

cs.IT2022

Capacity Bounds for Optical WDM Channels with Peak Power Constraints

Viswanathan Ramachandran, Gabriele Liga, Astrid Barreiro +1

We investigate optical WDM transmission from the standpoint of an information-theoretic interference channel. Achievable rates that outperform treating interference as noise are pr…

eess.SP2021

Model-aided Geometrical Shaping of Dual-polarization 4D Formats in the Nonlinear Fiber Channel

Gabriele Liga, Bin Chen, Alex Alvarado

The geometry of dual-polarization four-dimensional constellations is optimized in the optical fiber channel using a recent nonlinear interference model. A 0.27 bit/4D rate gain and…

eess.SP2021

Exponentially-Weighted Energy Dispersion Index for the Nonlinear Interference Analysis of Finite-Blocklength Shaping

Kaiquan Wu, Gabriele Liga, Yunus Can Gültekin +1

A metric called exponentially-weighted energy dispersion index (EEDI) is proposed to explain the blocklength-dependent effective signal-to-noise ratio (SNR) in probabilistically sh…

cs.IT2021

On Parameter Optimization and Reach Enhancement for the Improved Soft-Aided Staircase Decoder

Yi Lei, Bin Chen, Gabriele Liga +1

The so-called improved soft-aided bit-marking algorithm was recently proposed for staircase codes (SCCs) in the context of fiber optical communications. This algorithm is known as…

cs.IT2021

A Capacity Region Outer Bound for the Two-User Perturbative Nonlinear Fiber Optical Channel

Viswanathan Ramachandran, Astrid Barreiro, Gabriele Liga +1

We study a nonlinear fiber optical channel impaired by cross-phase modulation and dispersion from the viewpoint of an interference channel. We characterize an outer bound on the ca…

cs.IT2021

A Soft-Aided Staircase Decoder Using Three-Level Channel Reliabilities

Yi Lei, Bin Chen, Gabriele Liga +3

The soft-aided bit-marking (SABM) algorithm is based on the idea of marking bits as highly reliable bits (HRBs), highly unreliable bits (HUBs), and uncertain bits to improve the pe…