Performance-Complexity Tradeoffs of First-order Regular Perturbation-based Models
Conference: ECOC 2024 - 50th European Conference on Optical Communication
09/22/2024 - 09/26/2024 at Frankfurt, Germany
Proceedings: ITG-Fb. 317: ECOC 2024
Pages: 4Language: englishTyp: PDF
Authors:
Barreiro, Astrid; Liga, Gabriele; Alvarado, Alex
Abstract:
We report on a comparative study of the alternatives to reduce the complexity of the first-order regular perturbation (FRP) model enhanced via a gradient-based optimization. We show that magnitude-based pruning of the optimized coefficients leads to a 91% complexity reduction compared to conventional FRP.