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Updated: Feb 14, 2026

Deep Vascular Imaging in the Eye with Flow-Enhanced Ultrasound
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6Gダウンリンクビーム形成のスペクトル効率を協同型マルチエージェント深層補強学習を通じて向上させる

Ali Al Janaby1, Hussain Al-Rizzo2, Yahya Qassim3

  • 1Department of Communications Engineering, College of Electronics, Nineveh University, Mosul 41002, Iraq.

Sensors (Basel, Switzerland)
|February 13, 2026
PubMed
まとめ

この研究は,マルチユーザーマルチ入力マルチアウトプット (MU-MIMO) システムのための新しいマルチエージェント強化学習 (MARL) ビームフォームアルゴリズムを導入します. このアプローチは,無線通信の効率とパフォーマンスを大幅に高め,信号対干渉プラスノイズ比 (SINR) を向上させます.

キーワード:
5Gシステムは5Gシステムです.ビーム・フォーミングダウンリンクはダウンリンクです.強化学習による学習です.

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