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English(EN) Non-Identical Diffusion Models in MIMO-OFDM Channel Generation

新型扩散模型增强无线信道生成

研究人员开发了一种新颖的扩散模型,称为非相同扩散模型,旨在改进无线信道数据的生成。该新模型使用逐元素时间指示符代替标量时间索引,以更好地捕捉局部误差变化。该方法对于恢复MIMO-OFDM信道矩阵特别有效,这些矩阵的初始估计在不同元素上的可靠性不均匀。 AI

排序理由 该集群包含一篇详细介绍新颖技术方法的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

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新型扩散模型增强无线信道生成

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该集群包含一篇详细介绍新颖技术方法的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Yuzhi Yang, Omar Alhussein, M\'erouane Debbah ·

    MIMO-OFDM信道生成中的非相同扩散模型

    arXiv:2509.01641v3 Announce Type: replace-cross Abstract: We propose a novel diffusion model, termed the non-identical diffusion model, and investigate its application to wireless orthogonal frequency division multiplexing (OFDM) channel generation. Unlike the standard diffusion …