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300GHzフォトニック・アイド・ワイヤレス 2×2 MIMO トランスミッション 200m以上 GMM強化デュオビナリ無監督適応CNNを使用
Luhan Jiang1, Jianjun Yu1, Qiutong Zhang1
1The State Key Laboratory of ASIC and System, Key Laboratory for Information Science of Electromagnetic Waves (MoE), School of Information Science and Technology, Fudan University, Shanghai 200433, China.
Sensors (Basel, Switzerland)
|February 13, 2026
まとめ
この研究では,極化分割マルチプレキシングと高度な信号処理を使用して100Gbit/sテラヘルツのワイヤレス通信システムを実証しています. ダウビナリ・シェーピングや新しいニューラル・ネットワークのような技術は,伝送の課題を克服し,200メートル以上の高データレートを達成します.
科学分野:
- ワイヤレス通信 ワイヤレス通信
- テラヘルツ技術とは,テラヘルツ技術のことです.
- シグナル処理 信号処理
背景:
- テラヘルツ (THz) ワイヤレス通信は,次世代ネットワークに超高帯域幅を約束しています.
- 課題には,重度の伝播損失と大気吸収,データ速度と伝送距離の制限が含まれます.
- 既存のシステムには,容量を向上させ,コンポーネントの帯域幅の制限を克服するためのソリューションが必要です.
研究 の 目的:
- システムの容量を向上させ,THz通信における帯域幅の制限を克服する.
- チャンネルノイズに対処し,信頼性の高いデータ伝送のために信号対ノイズ比 (SNR) を改善します.
- 高容量,長距離のTHz無線伝送システムを実証する.
主な方法:
- 系統容量を増やすために,極化分割マルチプレキシング (PDM) とアンテナ多様性技術を活用した.
- コンポーネントの帯域幅の制限に対処するために,デュオビナリシェーピングと最大確率配列検出 (MLSD) を採用した.
- チャネルノイズ軽減のためのガウス混合モデル (GMM) 強化の二重結合無監督適応型コンボリュアルニューラルネットワーク (DB-UACNN) を提案した.
- 300GHzで光学支援THzの2x2マルチインプットマルチアウトプット (MIMO) ワイヤレス送信システムを実証しました.
主要な成果:
- デュオビナリシェーピングでは,最大1.87dB (X極化) と1.70dB (Y極化) のSNR増幅を達成しました.
- GMMで強化されたDB-UACNNは,最大2.59dB (X極化) と2.63dB (Y極化) の追加SNR増幅を提供した.
- 100Gbit/sのデータレートは200メートル以上で成功裏に送信され,7%のハード決定先行エラー修正 (HD-FEC) の値を満たしました.
結論:
- 統合システムは,THz通信の課題を効果的に克服し,容量と伝送距離の両方を向上させます.
- 提案されているGMM強化のDB-UACNNは,ダウビナー系におけるSNRとノイズ耐性を大幅に改善します.
- 200m以上で100Gbit/sの記録的な伝送速度を達成し,実用的なTHzワイヤレスネットワークの道を開いた.
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