End-to-End Learning of Pulse-Shaper and Receiver Filter in the Presence of Strong Intersymbol Interference

2024/05/22 by Søren F. V. Nielsen, Nielsen, Søren Føns, Francesco Da Ros +5
Computer Science · Engineering · #Advanced Algorithms and Applications #Blind Source Separation Techniques #FOS: Electrical engineering #Fault Detection and Control Systems #Signal Processing (eess.SP) #electronic engineering #information engineering

paper · pdf · doi:10.48550/arxiv.2405.13367

openalex publication_date 2024/05/22 · openalex created_date 2024/05/25 · openalex updated_date 2026/07/28

Abstract

We numerically demonstrate that joint optimization of FIR based pulse-shaper and receiver filter results in an improved system performance, and shorter filter lengths (lower complexity), for 4-PAM 100 GBd IM/DD systems.

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