Sökning: "Yiyang Tai"

Hittade 1 uppsats innehållade orden Yiyang Tai.

  1. 1. Machine Learning Uplink Power Control in Single Input Multiple Output Cell-free Networks

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Yiyang Tai; [2020]
    Nyckelord :Neural networks; Power allocation; Matched-filter reception; Max-min; Max-product; Geometric programming; Neurala nätverk; Strömallokering; Matchad filtermottagning; Max-min; Max-produkt; Geometrisk programmering;

    Sammanfattning : This thesis considers the uplink of cell-free single input multiple output systems, in which the access points employ matched-filter reception. In this setting, our objectiveis to develop a scalable uplink power control scheme that relies only on large-scale channel gain estimates and is robust to changes in the environment. LÄS MER