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Jul, 2019
大规模MIMO CSI反馈的深度卷积压缩
Deep Convolutional Compression for Massive MIMO CSI Feedback
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Qianqian Yang, Mahdi Boloursaz Mashhadi, Deniz Gündüz
TL;DR
本文提出基于深度学习的 CSI 压缩方案,DeepCMC,它包括卷积层和量化熵编码块,能够显著提高频道状态矩阵的重构质量,并且在相同的压缩率下优于现有的压缩方案。
Abstract
coded caching
provides significant gains over conventional uncoded caching by creating
multicasting
opportunities among distinct requests. Massive multiple-input multiple-output (MIMO) systems require downlink ch
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