イベント情報
【GIR公開セミナー】Dr. Antti Tölli / オウル大学（フィンランド）
| 日時 | 2023.11.17（15：00～17：00） |
|---|---|
| 会場 |
東京農工大学 小金井キャンパス 8号館 3階 講義室L0831 ミーティングID：825 5899 4133 パスコード：824628 |
| 講演者 | Dr. Antti Tölli |
| 所属機関 | オウル大学 （フィンランド） |
| 講演タイトル | "Distributed Unicast and Multicast Precoding Design via Over-the-Air Signaling for Cell-Free Massive MIMO" ＜要旨＞ Most works on cell-free massive multiple-input multiple-output (MIMO) consider non-cooperative precoding strategies at the base stations (BSs) to avoid extensive channel state information (CSI) exchange via backhaul signaling. However, considerable performance gains can be achieved by allowing for (limited) coordination among the BSs. This talk introduces a fully distributed framework for cooperative precoding design in cell-free massive MIMO (and, more generally, in joint transmission coordinated multi-point) systems that entirely eliminates the need for backhaul signaling for CSI exchange. The proposed novel over-the-air (OTA) signaling mechanism allows each BS to obtain the same cross-term information that is traditionally exchanged among the BSs via backhaul signaling. To design the joint network-wide unicast and multi-group multicast precoders at the BSs and the combiners at the user equipment (UE) in a fully distributed fashion, we adopt an iterative bi-directional training scheme with UE-specific and/or group-specific precoded uplink and downlink pilots. The proposed distributed precoding designs enjoy desirable flexibility and scalability properties, as the amount of OTA signaling does not scale with the number of BSs or UEs. Numerical results show fast convergence and remarkable performance gains compared with non-cooperative precoding designs. The proposed schemes can also outperform centralized precoding designs under realistic CSI acquisition. |
| 言語 | 英語 |
| 対象 | どなたでも、ご参加いただけます。 |
| 共催 | グローバルイノベーション研究院 ライフサイエンス分野 梅林チーム 卓越大学院プログラム |
| お問い合わせ窓口 | グローバルイノベーション研究院・工学研究院 梅林 健太 e-mail: ume_k (ここに@ を入れてください） cc.tuat.ac.jp |
| 備考 | -Bio- |
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