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IEEE TNNLS

IEEE Transactions on Neural Networks and Learning Systems · 期刊 · Machine Learning

2026-07-09 至 2026-07-09 共收录 1
2607.05419 2026-07-09 cs.IT cs.AI eess.SP math.IT 新提交

Contrastive Predictive Coding with Compression for Enhanced Channel State Feedback in Wireless Networks

用于无线网络中增强信道状态反馈的带压缩的对比预测编码

Ahmed Y. Radwan, Fahad Syed Muhammad, Matthew Baker, Hina Tabassum

机构 * Department of Electrical Engineering and Computer Science, York University(电气工程与计算机科学系,约克大学) Nokia France(诺基亚法国) Nokia UK(诺基亚英国)

AI总结 研究针对下一代无线系统中CSI反馈问题,提出统一压缩预测框架,集成CPC到3GPP CSI压缩架构,通过联合目标优化,给出两种变体,实验表明其能降低计算量、保持反馈开销,提供年龄感知且高效的CSI反馈方案。

Comments Accepted for publication in IEEE Transactions on Neural Networks and Learning Systems

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