291 citations · 508 across the 23 of their papers we have counts for
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cs.IT2025
End-to-end Learning of Probabilistic and Geometric Constellation Shaping with Iterative Receivers
Harindu Jayarathne, Dileepa Marasinghe, Nandana Rajatheva +1
An end-to-end learning method for constellation shaping with a shaping-encoder assisted transceiver architecture is presented. The shaping encoder, which produces shaping bits with…
cs.LG2025
A CNN-based End-to-End Learning for RIS-assisted Communication System
Nipuni Ginige, Nandana Rajatheva, Matti Latva-aho
Reconfigurable intelligent surface (RIS) is an emerging technology that is used to improve the system performance in beyond 5G systems. In this letter, we propose a novel convoluti…