Sökning: "Huang Kaibin"

Hittade 2 avhandlingar innehållade orden Huang Kaibin.

  1. 1. Over-the-Air Computation for Machine Learning: Model Aggregation via Retransmissions

    Författare :Henrik Hellström; Carlo Fischione; Viktória Fodor; Kaibin Huang; KTH; []
    Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Wireless Communications; Machine Learning; Over-the-Air Computation; Federated Learning; Electrical Engineering; Elektro- och systemteknik;

    Sammanfattning : With the emerging Internet of Things (IoT) paradigm, more than a billion sensing devices will be collecting an unprecedented amount of data. Simultaneously, the field of data analytics is being revolutionized by modern machine learning (ML) techniques that enable sophisticated processing of massive datasets. LÄS MER

  3. 2. Ultra-Densification for Future Cellular Networks : Performance Analysis and Design Insights

    Författare :Yanpeng Yang; Ki Won Sung; Jens Zander; Huang Kaibin; KTH; []
    Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Telecommunication; Telekommunikation;

    Sammanfattning : The traffic volume in wireless communication has grown dramatically in the lastdecade. Recent predictions indicate such data storm will be even more violent in theshort run. LÄS MER