cs.IT · 2026-08-20 · No. 90

Information Theory, 2026-08-20.

1 new papers in cs.IT. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    GCNO: Gramian Chebyshev Neural Operator for Physics-Based Compression of Wireless Channels

    Rafid Umayer Murshed, Shahab Hamidi-Rad, Elahe Soltanaghai, Akshay Malhotra

    cs.IT · cs.AI · cs.LG

    Large antenna arrays allow wireless systems to serve more users and achieve higher data rates, but they also make channel feedback expensive: the receiving device must repeatedly report a large complex-valued channel matrix to the base station. Most neural compressors treat this matrix like an image and replace it with a fixed-length code that only a matched neural decoder can interpret. The message therefore does not adapt to channel...

    arxiv.org/abs/2608.18522 · PDF

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